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⏶ Open data · 2026-W27 · Jun 29 – Jul 5, 2026

100 US Cities × 4 AI Engines — Wedding Venues

How AI engines recommend wedding venues by type (barn, winery, rooftop, mansion), guest count, and budget.

Markets
100
100 cities × 1 industries
Snapshots
217
Window: 4 weeks
Properties named
5931
Unique across all markets
Dominant engine
Perplexity
avg coverage shown below

Avg per-engine coverage across 100 markets

  • ChatGPT74%
  • Claude76%
  • Perplexity94%
  • Gemini76%

Per-market data (100)

akron·wedding_venue

2 snapshots
Median score
16
of cited businesses
Top score
100
single best
Properties named
38
unique, window
Avg coverage
93%
across 4 engines
📈 Top movers
  • Firestone Country Club#25 → #12 (+13)
  • Greystone Hall#26 → #13 (+13)
  • Stan Hywet Hall & Gardens#20 → #8 (+12)
  • The Barn at Wolf Creek#24 → #14 (+10)
  • 159 Events on Main#10 → #5 (+5)
  • Old 97 Cafe#18 → #17 (+1)
📉 Top droppers
  • Trailhead Events#16 → #25 (-9)
  • Quaker Station#5 → #9 (-4)
  • Akron Civic Theatre#8 → #11 (-3)
  • Akron Art Museum#6 → #7 (-1)
  • The Tudor House#17 → #18 (-1)
  • John S. Knight Center#19 → #20 (-1)
Per-engine coverage (avg over window)
ChatGPT84%
Claude93%
Perplexity100%
Gemini93%

albany·wedding_venue

2 snapshots
Median score
24
of cited businesses
Top score
100
single best
Properties named
30
unique, window
Avg coverage
90%
across 4 engines
📈 Top movers
  • The Mansion at Cedar Hill#11 → #6 (+5)
  • Forts Ferry Farm#5 → #3 (+2)
  • The Mansion of Saratoga#10 → #8 (+2)
  • Mansion 1886#19 → #17 (+2)
  • Olde Tater Barn#3 → #2 (+1)
📉 Top droppers
  • The State Room#6 → #9 (-3)
  • Stable Gate Winery & Farm Barn#2 → #4 (-2)
  • The Hangar at 743#4 → #5 (-1)
Per-engine coverage (avg over window)
ChatGPT77%
Claude93%
Perplexity100%
Gemini90%

albuquerque·wedding_venue

2 snapshots
Median score
25
of cited businesses
Top score
100
single best
Properties named
54
unique, window
Avg coverage
69%
across 4 engines
📈 Top movers
  • Albuquerque Garden Center#24 → #4 (+20)
  • Marriott Albuquerque#19 → #9 (+10)
  • Fiesta on the Green#27 → #18 (+9)
  • Nature Pointe Weddings#7 → #2 (+5)
  • Villa de San Rafael#16 → #11 (+5)
  • Marble Brewery#28 → #24 (+4)
  • Olympus Event Center#29 → #25 (+4)
  • Casa Rondeña Winery#4 → #1 (+3)
📉 Top droppers
  • Hotel Andaluz#6 → #19 (-13)
  • Casa Rondena Winery#9 → #22 (-13)
  • Desert Harbor Retreat#15 → #27 (-12)
  • Hotel Albuquerque at Old Town#11 → #16 (-5)
  • El Verde Inn#1 → #5 (-4)
  • The Avery#12 → #15 (-3)
  • Old Town Farm#5 → #6 (-1)
Per-engine coverage (avg over window)
ChatGPT80%
Claude47%
Perplexity100%
Gemini47%

allentown·wedding_venue

2 snapshots
Median score
19
of cited businesses
Top score
100
single best
Properties named
36
unique, window
Avg coverage
88%
across 4 engines
📈 Top movers
  • Monterre Vineyards#18 → #6 (+12)
  • The Grove at Kempton#24 → #13 (+11)
  • Bishop Farmstead#23 → #14 (+9)
  • Americus Hotel#15 → #8 (+7)
  • The Ashford Estate#9 → #5 (+4)
  • Vault 634#20 → #16 (+4)
📉 Top droppers
  • Fegley's Brew Works#5 → #11 (-6)
  • Stokelan Estate Winery#14 → #20 (-6)
Per-engine coverage (avg over window)
ChatGPT70%
Claude93%
Perplexity100%
Gemini90%

asheville·wedding_venue

2 snapshots
Median score
17
of cited businesses
Top score
90
single best
Properties named
40
unique, window
Avg coverage
88%
across 4 engines
📈 Top movers
  • Hidden River Events#6 → #2 (+4)
  • Biltmore Estate#9 → #7 (+2)
  • The Farm#2 → #1 (+1)
  • Overlook Barn#5 → #4 (+1)
  • Caya Azul#11 → #10 (+1)
📉 Top droppers
  • Bunn House#7 → #30 (-23)
  • Blind Tiger Asheville#12 → #24 (-12)
  • Highland Brewing Company#14 → #25 (-11)
  • Yesterday Spaces#18 → #29 (-11)
  • Cedric's Garden#21 → #31 (-10)
  • Maple Grove Venue#1 → #8 (-7)
  • The Inn on Biltmore Estate#25 → #32 (-7)
  • Antler Hill Barn#16 → #22 (-6)
  • Loralei Inn#17 → #21 (-4)
  • The Farm, A Gathering Place#15 → #18 (-3)
Per-engine coverage (avg over window)
ChatGPT80%
Claude84%
Perplexity100%
Gemini87%

atlanta·wedding_venue

3 snapshots
Median score
20
of cited businesses
Top score
100
single best
Properties named
201
unique, window
Avg coverage
72%
across 4 engines
📈 Top movers
  • The Goat Farm Arts Center#114 → #25 (+89)
  • The Georgian Terrace#108 → #24 (+84)
  • Enon Ranch#50 → #3 (+47)
  • The Farm at High Shoals#58 → #21 (+37)
  • Upstairs Atlanta#33 → #4 (+29)
  • Rhodes Hall#35 → #9 (+26)
  • Callanwolde Fine Arts Center#25 → #7 (+18)
  • Cator Woolford Gardens#8 → #2 (+6)
📉 Top droppers
  • The Biltmore Ballrooms#1 → #43 (-42)
  • Atlanta Botanical Garden#2 → #28 (-26)
  • The Swan House#18 → #42 (-24)
  • The Foundry at Puritan Mill#15 → #36 (-21)
Per-engine coverage (avg over window)
ChatGPT80%
Claude75%
Perplexity67%
Gemini64%

austin·wedding_venue

2 snapshots
Median score
18
of cited businesses
Top score
100
single best
Properties named
40
unique, window
Avg coverage
78%
across 4 engines
📈 Top movers
  • The Grand Lady#15 → #10 (+5)
  • The Addison Grove#6 → #3 (+3)
  • Commodore Perry Estate#8 → #5 (+3)
📉 Top droppers
  • Villa Antonia#9 → #31 (-22)
  • Hummingbird House#11 → #15 (-4)
  • Laguna Gloria#20 → #24 (-4)
  • The Mansion at ColoVista#22 → #25 (-3)
  • Grand Lady Austin#4 → #6 (-2)
  • Barr Mansion#5 → #7 (-2)
  • Shiraz Garden#3 → #4 (-1)
Per-engine coverage (avg over window)
ChatGPT73%
Claude67%
Perplexity100%
Gemini73%

bakersfield·wedding_venue

2 snapshots
Median score
24
of cited businesses
Top score
100
single best
Properties named
26
unique, window
Avg coverage
80%
across 4 engines
📈 Top movers
  • Stockdale Country Club#19 → #8 (+11)
  • Mirabelle Estate#16 → #10 (+6)
  • The Westchester#12 → #9 (+3)
  • Secret Oasis#14 → #11 (+3)
  • The Willows at CALM#4 → #2 (+2)
  • Vista Del Lago Estate#6 → #5 (+1)
📉 Top droppers
  • Bakersfield Country Club#5 → #14 (-9)
  • Riverfront Manor#2 → #4 (-2)
Per-engine coverage (avg over window)
ChatGPT67%
Claude77%
Perplexity100%
Gemini77%

baltimore·wedding_venue

2 snapshots
Median score
15
of cited businesses
Top score
100
single best
Properties named
62
unique, window
Avg coverage
87%
across 4 engines
📈 Top movers
  • 1840s Plaza#22 → #14 (+8)
  • The Sagamore Pendry Baltimore#28 → #23 (+5)
  • The Pavilion at Weatherly#13 → #10 (+3)
  • Basignani Winery#16 → #13 (+3)
  • Bond Street Pier#4 → #2 (+2)
  • Grey Rock Mansion#8 → #6 (+2)
📉 Top droppers
  • Star Bright Farm#12 → #26 (-14)
  • Bohemia Manor Farm#15 → #28 (-13)
  • Baltimore Museum of Industry#21 → #31 (-10)
  • Glen Ellen Farm#19 → #27 (-8)
  • Osprey Point#26 → #29 (-3)
  • Belmont Manor and Historic Park#9 → #11 (-2)
  • Guilford Hall Brewery#2 → #3 (-1)
  • The Maryland Zoo in Baltimore#11 → #12 (-1)
Per-engine coverage (avg over window)
ChatGPT87%
Claude84%
Perplexity100%
Gemini77%

baton rouge·wedding_venue

2 snapshots
Median score
16
of cited businesses
Top score
100
single best
Properties named
43
unique, window
Avg coverage
84%
across 4 engines
📈 Top movers
  • Ashley Manor#8 → #4 (+4)
  • Hilton Baton Rouge Capitol Center#11 → #7 (+4)
  • Magnolia Fields Venue#21 → #17 (+4)
  • LSU AgCenter Botanic Gardens#13 → #10 (+3)
  • Lauryn Hope Wedding & Event Venue#4 → #3 (+1)
📉 Top droppers
  • Baton Rouge Marriott#12 → #29 (-17)
  • Forrest Grove Plantation#17 → #31 (-14)
  • Old Governor's Mansion#6 → #19 (-13)
  • Mount Hope Plantation House#9 → #21 (-12)
  • The River Terrace at Shaw Center for the Arts#19 → #26 (-7)
  • Mount Hope#3 → #5 (-2)
  • The Gatehouse#5 → #6 (-1)
Per-engine coverage (avg over window)
ChatGPT74%
Claude84%
Perplexity100%
Gemini77%

bend·wedding_venue

2 snapshots
Median score
22
of cited businesses
Top score
90
single best
Properties named
38
unique, window
Avg coverage
87%
across 4 engines
📈 Top movers
  • Central Oregon Collective#32 → #12 (+20)
  • Ranch at the Canyons#27 → #17 (+10)
  • Aspen Hall#24 → #15 (+9)
  • Deschutes Brewery Mountain Room#29 → #20 (+9)
  • K&K Garden View Estate#12 → #5 (+7)
  • Brasada Ranch#13 → #6 (+7)
  • Sunriver Resort#16 → #10 (+6)
  • Hollinshead Barn#20 → #14 (+6)
  • Rock Springs Ranch#5 → #1 (+4)
  • Tetherow#6 → #3 (+3)
📉 Top droppers
  • Juniper Preserve#2 → #4 (-2)
  • Black Butte Ranch#11 → #13 (-2)
  • River Run Lodge#1 → #2 (-1)
Per-engine coverage (avg over window)
ChatGPT73%
Claude80%
Perplexity100%
Gemini94%

birmingham·wedding_venue

2 snapshots
Median score
16
of cited businesses
Top score
100
single best
Properties named
52
unique, window
Avg coverage
87%
across 4 engines
📈 Top movers
  • Bennetts Willow Barn#12 → #5 (+7)
  • Spring Creek Weddings & Events#9 → #4 (+5)
  • Ozan Winery#4 → #3 (+1)
📉 Top droppers
  • The Donnelly House#7 → #35 (-28)
  • Bridgestreet Gallery & Loft#6 → #28 (-22)
  • Events at Haven#8 → #30 (-22)
  • The Upstairs at Avondale#11 → #31 (-20)
  • Avenue D Events#27 → #29 (-2)
Per-engine coverage (avg over window)
ChatGPT84%
Claude87%
Perplexity100%
Gemini77%

boise·wedding_venue

2 snapshots
Median score
14
of cited businesses
Top score
90
single best
Properties named
61
unique, window
Avg coverage
90%
across 4 engines
📈 Top movers
  • The Basque Center#20 → #10 (+10)
  • The Grove Hotel#14 → #5 (+9)
  • Garman Hill Homestead#32 → #29 (+3)
  • The Linen Building#10 → #8 (+2)
  • Still Water Hollow#3 → #2 (+1)
  • The Rustic Daisy#4 → #3 (+1)
📉 Top droppers
  • The Penthouse at C.W. Moore Plaza#11 → #52 (-41)
  • Stone Crossing#5 → #41 (-36)
  • The Venue at Wood Farms#25 → #51 (-26)
  • Mint Barrel Barn#21 → #43 (-22)
  • Lazy Bear Ranch#23 → #45 (-22)
  • Sandstone Vineyards#28 → #49 (-21)
  • Fox Canyon Vineyards#27 → #47 (-20)
  • Indian Creek Winery#30 → #50 (-20)
  • Ste. Chapelle Winery#29 → #48 (-19)
  • Chateau des Fleurs#2 → #16 (-14)
Per-engine coverage (avg over window)
ChatGPT87%
Claude84%
Perplexity100%
Gemini87%

boston·wedding_venue

2 snapshots
Median score
17
of cited businesses
Top score
90
single best
Properties named
62
unique, window
Avg coverage
94%
across 4 engines
📈 Top movers
  • Laudholm Farm at Wells Reserve#35 → #17 (+18)
  • Hotel Commonwealth#14 → #3 (+11)
  • Boston College Club#25 → #14 (+11)
  • Omni Parker House#13 → #4 (+9)
  • Liberty Hotel#12 → #8 (+4)
  • Boston Public Library#16 → #12 (+4)
📉 Top droppers
  • Lyman Estate#6 → #23 (-17)
  • Moraine Farm#5 → #18 (-13)
  • Hotel Commonwealth Boston#4 → #11 (-7)
  • Blithewold Mansion, Gardens & Arboretum#15 → #22 (-7)
  • The Liberty Hotel#3 → #5 (-2)
  • The State Room#8 → #9 (-1)
Per-engine coverage (avg over window)
ChatGPT84%
Claude93%
Perplexity100%
Gemini100%

bridgeport·wedding_venue

2 snapshots
Median score
16
of cited businesses
Top score
100
single best
Properties named
48
unique, window
Avg coverage
79%
across 4 engines
📈 Top movers
  • Lambert's Vintage Wines#17 → #5 (+12)
  • Bridgeport Conference Center#12 → #4 (+8)
  • Sculpture Garden - Bridgeport Art Center#4 → #3 (+1)
📉 Top droppers
  • The GE Edison Factory#10 → #24 (-14)
  • Seaside on the Water#11 → #22 (-11)
  • The Barn at Harborside#14 → #16 (-2)
Per-engine coverage (avg over window)
ChatGPT70%
Claude70%
Perplexity100%
Gemini77%

buffalo·wedding_venue

3 snapshots
Median score
52
of cited businesses
Top score
100
single best
Properties named
126
unique, window
Avg coverage
55%
across 4 engines
📈 Top movers
  • 500 Pearl#91 → #27 (+64)
  • The Foundry#45 → #10 (+35)
  • The Mansion on Delaware Avenue#17 → #8 (+9)
  • The Terrace at Delaware Park#7 → #4 (+3)
  • Avanti Mansion#2 → #1 (+1)
📉 Top droppers
  • Notting Hill Farm#11 → #15 (-4)
  • Buffalo and Erie County Botanical Gardens#1 → #3 (-2)
Per-engine coverage (avg over window)
ChatGPT45%
Claude53%
Perplexity67%
Gemini56%

charleston·wedding_venue

2 snapshots
Median score
19
of cited businesses
Top score
100
single best
Properties named
28
unique, window
Avg coverage
86%
across 4 engines
📈 Top movers
  • The Cedar Room at the Cigar Factory#19 → #13 (+6)
  • Old Wide Awake#21 → #15 (+6)
  • William Aiken House#4 → #2 (+2)
  • Legare Waring House#9 → #7 (+2)
  • Runnymede Plantation#11 → #10 (+1)
  • Pearl Magnolia#17 → #16 (+1)
📉 Top droppers
  • Wild Dunes Resort#13 → #21 (-8)
  • Gibbes Museum of Art#15 → #22 (-7)
  • Middleton Place#8 → #11 (-3)
  • Coterie#14 → #17 (-3)
  • Cannon Green#2 → #4 (-2)
  • Le James Event Venue#16 → #18 (-2)
  • Charleston Gaillard Center#18 → #19 (-1)
  • Patriots Point Naval & Maritime Museum#22 → #23 (-1)
Per-engine coverage (avg over window)
ChatGPT73%
Claude80%
Perplexity100%
Gemini90%

charlotte·wedding_venue

2 snapshots
Median score
14
of cited businesses
Top score
90
single best
Properties named
73
unique, window
Avg coverage
91%
across 4 engines
📈 Top movers
  • The Mint Museum#42 → #17 (+25)
  • UNC Charlotte Botanical Gardens#48 → #24 (+24)
  • The Cotton Room#35 → #18 (+17)
  • Pearl Mansion#12 → #5 (+7)
  • The Westin Charlotte#29 → #23 (+6)
  • Alexander Homestead#9 → #6 (+3)
  • Daniel Stowe Botanical Garden#11 → #8 (+3)
  • Pleasant Grove Farm#2 → #1 (+1)
  • Carolina Country Weddings#4 → #3 (+1)
  • The Foundry#38 → #37 (+1)
📉 Top droppers
  • The Duke Mansion#5 → #44 (-39)
  • Queens University of Charlotte Belk Chapel#14 → #19 (-5)
  • U.S. National Whitewater Center#15 → #20 (-5)
  • The Ballantyne Hotel#19 → #22 (-3)
  • NASCAR Hall of Fame#24 → #27 (-3)
  • Woodhaven Mansion Estates#8 → #10 (-2)
  • The Farm at Brusharbor#27 → #29 (-2)
  • The Ritz-Carlton#28 → #30 (-2)
  • The 1932 Barn#1 → #2 (-1)
  • The Barn at Cedar Grove#10 → #11 (-1)
Per-engine coverage (avg over window)
ChatGPT100%
Claude80%
Perplexity100%
Gemini84%

chattanooga·wedding_venue

2 snapshots
Median score
14
of cited businesses
Top score
100
single best
Properties named
60
unique, window
Avg coverage
86%
across 4 engines
📈 Top movers
  • Howe Farms#24 → #8 (+16)
  • The Read House#26 → #10 (+16)
  • Skyline Loft at Ruby Falls#25 → #15 (+10)
  • Walnut Hill Farm#12 → #7 (+5)
  • The Conservatory at Blackberry Ridge#19 → #16 (+3)
  • McCoy Farm & Gardens#6 → #4 (+2)
  • Cedar Hills Farm#3 → #2 (+1)
  • Mayor's Mansion Inn#13 → #12 (+1)
📉 Top droppers
  • Lookout Winery Venue#21 → #42 (-21)
  • The Villa at Blackberry Ridge#14 → #25 (-11)
  • Parkside Hall#15 → #24 (-9)
  • Gilman Event Hall#18 → #26 (-8)
  • Gardens in the Gorge#2 → #3 (-1)
Per-engine coverage (avg over window)
ChatGPT87%
Claude80%
Perplexity100%
Gemini77%

chicago·wedding_venue

3 snapshots
Median score
23
of cited businesses
Top score
100
single best
Properties named
183
unique, window
Avg coverage
63%
across 4 engines
📈 Top movers
  • Colvin House#165 → #12 (+153)
  • Room 1520#154 → #8 (+146)
  • Greenhouse Loft#39 → #1 (+38)
  • Chicago History Museum#45 → #9 (+36)
  • Chicago Winery#41 → #7 (+34)
  • Ashley Farm#27 → #2 (+25)
  • The Haight#30 → #20 (+10)
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT69%
Claude62%
Perplexity67%
Gemini53%

cincinnati·wedding_venue

2 snapshots
Median score
22
of cited businesses
Top score
100
single best
Properties named
24
unique, window
Avg coverage
89%
across 4 engines
📈 Top movers
  • Cincinnati Nature Center#19 → #9 (+10)
  • Ault Park Pavilion#17 → #10 (+7)
  • Benken#12 → #8 (+4)
  • The Meshewa House at Turner Farm#20 → #16 (+4)
  • Ivory Meadows#21 → #17 (+4)
  • Pinecroft at Crosley Estate#7 → #5 (+2)
📉 Top droppers
  • The Transept#8 → #14 (-6)
  • Laurel Court#9 → #15 (-6)
  • The Steam Plant#14 → #18 (-4)
  • French Park#16 → #19 (-3)
  • The Madison & Hotel Covington#18 → #20 (-2)
  • The Gardens at Creekside Estate#5 → #6 (-1)
  • Greenacres Arts Center#6 → #7 (-1)
  • The Monastery Event Center#10 → #11 (-1)
Per-engine coverage (avg over window)
ChatGPT80%
Claude87%
Perplexity100%
Gemini87%

cleveland·wedding_venue

2 snapshots
Median score
19
of cited businesses
Top score
90
single best
Properties named
54
unique, window
Avg coverage
89%
across 4 engines
📈 Top movers
  • Cleveland Botanical Garden#24 → #9 (+15)
  • Basil Place Manor#30 → #16 (+14)
  • BottleHouse Brewery & Meadery#10 → #1 (+9)
  • Mapleside Farms#14 → #7 (+7)
  • Sapphire Creek Winery & Gardens#11 → #6 (+5)
  • The Elliot#13 → #8 (+5)
  • Gordon Green#3 → #2 (+1)
  • Cleveland Marriott Downtown at Key Tower#22 → #21 (+1)
📉 Top droppers
  • Hotel Cleveland#21 → #29 (-8)
  • The Aviator Cleveland#8 → #10 (-2)
  • Lake Affect Studios#2 → #3 (-1)
  • The Meadowood#4 → #5 (-1)
Per-engine coverage (avg over window)
ChatGPT70%
Claude90%
Perplexity100%
Gemini94%

columbia sc·wedding_venue

2 snapshots
Median score
14
of cited businesses
Top score
100
single best
Properties named
37
unique, window
Avg coverage
90%
across 4 engines
📈 Top movers
  • 1208 Washington Place#27 → #8 (+19)
  • Twelve Oak Estate#24 → #16 (+8)
  • Columbia Museum of Art#26 → #18 (+8)
  • Gardens of the Hampton-Preston Mansion#20 → #13 (+7)
  • Hampton-Preston Mansion#28 → #21 (+7)
  • Robert Mills House & Gardens#8 → #7 (+1)
📉 Top droppers
  • Junction 800#16 → #26 (-10)
  • 701 Whaley#19 → #25 (-6)
  • Capital City Club#15 → #19 (-4)
  • The Lace House#6 → #9 (-3)
  • Gardens of the Woodrow Wilson Family Home#21 → #23 (-2)
  • The Millstone at Adams Pond#5 → #6 (-1)
  • The Thomas House & Garden#10 → #11 (-1)
Per-engine coverage (avg over window)
ChatGPT80%
Claude87%
Perplexity100%
Gemini94%

columbus·wedding_venue

2 snapshots
Median score
17
of cited businesses
Top score
100
single best
Properties named
39
unique, window
Avg coverage
85%
across 4 engines
📈 Top movers
  • Bryn Du Mansion#24 → #5 (+19)
  • Topiary Mansion#25 → #11 (+14)
  • Orchard House Granville#23 → #10 (+13)
  • The Inn at Irwin Gardens#16 → #7 (+9)
  • The Estate at New Albany#21 → #15 (+6)
  • Retreat 21#10 → #6 (+4)
  • White Willow Meadows#3 → #2 (+1)
  • The Garden Villa Columbus#5 → #4 (+1)
📉 Top droppers
  • Edison 777#11 → #20 (-9)
  • Alum Creek Farm#17 → #25 (-8)
  • The Athletic Club of Columbus#8 → #14 (-6)
  • The Ohioan Hotel & Event Center#4 → #8 (-4)
  • The Columbus Zoo and Aquarium#20 → #23 (-3)
  • Franklin Park Conservatory and Botanical Gardens#7 → #9 (-2)
  • Swan Lake Event Center#15 → #17 (-2)
  • Jorgensen Farms#2 → #3 (-1)
  • The Garden Villa#12 → #13 (-1)
Per-engine coverage (avg over window)
ChatGPT73%
Claude77%
Perplexity100%
Gemini90%

corpus christi·wedding_venue

2 snapshots
Median score
25
of cited businesses
Top score
100
single best
Properties named
37
unique, window
Avg coverage
83%
across 4 engines
📈 Top movers
  • Crystal Reception Hall#25 → #14 (+11)
  • The Watergardens#18 → #8 (+10)
  • Isabel's Garden#13 → #4 (+9)
  • Mansion Royal#9 → #1 (+8)
  • The Beacon#22 → #17 (+5)
  • The Ortiz Center#12 → #9 (+3)
  • The Courtyard at Gaslight Square#14 → #11 (+3)
  • Lively Beach Resort#8 → #7 (+1)
📉 Top droppers
  • The Bay Jewel Event Center#6 → #16 (-10)
  • La Stanza Event Center#10 → #13 (-3)
  • Omni Corpus Christi Hotel#3 → #5 (-2)
  • Legacy Event Center#4 → #6 (-2)
  • The Landing#2 → #3 (-1)
Per-engine coverage (avg over window)
ChatGPT70%
Claude80%
Perplexity100%
Gemini80%

dallas·wedding_venue

2 snapshots
Median score
21
of cited businesses
Top score
90
single best
Properties named
30
unique, window
Avg coverage
89%
across 4 engines
📈 Top movers
  • Hickory Street Annex#20 → #14 (+6)
  • The Nest at Ruth's Farm#23 → #17 (+6)
  • Davis & Grey Farms#5 → #1 (+4)
  • The Mason Dallas#11 → #9 (+2)
  • The Carlisle Room#15 → #13 (+2)
  • The Abbey Estate#4 → #3 (+1)
  • The Emerson#16 → #15 (+1)
📉 Top droppers
  • Knotting Hill Place#9 → #16 (-7)
  • The Room on Main#17 → #20 (-3)
  • The Laurel#2 → #4 (-2)
  • HALL Arts Hotel Dallas#3 → #5 (-2)
  • Milagro Ranch Venue#1 → #2 (-1)
  • The Hillside Estate#7 → #8 (-1)
Per-engine coverage (avg over window)
ChatGPT77%
Claude87%
Perplexity100%
Gemini90%

dayton·wedding_venue

2 snapshots
Median score
14
of cited businesses
Top score
100
single best
Properties named
47
unique, window
Avg coverage
92%
across 4 engines
📈 Top movers
  • Top of the Market#26 → #10 (+16)
  • Magnolia Estate#25 → #12 (+13)
  • Bossler Mansion#15 → #4 (+11)
  • Ivory Meadows#21 → #13 (+8)
  • Events at the Gallery#22 → #16 (+6)
  • Dayton Art Institute#12 → #8 (+4)
  • The Bicentennial Barn#6 → #3 (+3)
  • The Steam Plant#9 → #6 (+3)
  • Cox Arboretum#14 → #11 (+3)
  • Crowne Plaza Dayton#11 → #9 (+2)
📉 Top droppers
  • The Grande Hall#8 → #33 (-25)
  • Patterson Homestead#13 → #38 (-25)
  • The Dicke Transportation Center#16 → #35 (-19)
  • Ohio Barn Bed & Breakfast#20 → #32 (-12)
  • Stone Valley Meadows#18 → #25 (-7)
  • Canopy Creek Farm#19 → #24 (-5)
  • Chapel on the Lane#3 → #5 (-2)
  • The Brightside#27 → #28 (-1)
Per-engine coverage (avg over window)
ChatGPT94%
Claude87%
Perplexity100%
Gemini87%

denver·wedding_venue

2 snapshots
Median score
18
of cited businesses
Top score
90
single best
Properties named
47
unique, window
Avg coverage
91%
across 4 engines
📈 Top movers
  • Balistreri Vineyards#30 → #2 (+28)
  • Villa Parker#25 → #11 (+14)
  • Grant-Humphreys Mansion#14 → #9 (+5)
  • The Manor House#7 → #6 (+1)
📉 Top droppers
  • The Ramble Hotel#6 → #18 (-12)
  • Brittany Hill by Wedgewood Weddings#2 → #5 (-3)
  • Highlands Ranch Mansion#9 → #12 (-3)
  • Denver Botanic Gardens#5 → #7 (-2)
  • Union Station#11 → #13 (-2)
  • Lumber Baron Inn & Gardens#15 → #16 (-1)
  • McNichols Civic Center Building#29 → #30 (-1)
Per-engine coverage (avg over window)
ChatGPT80%
Claude90%
Perplexity100%
Gemini94%

des moines·wedding_venue

3 snapshots
Median score
50
of cited businesses
Top score
100
single best
Properties named
117
unique, window
Avg coverage
61%
across 4 engines
📈 Top movers
  • Salisbury House & Gardens#75 → #7 (+68)
  • Hotel Fort Des Moines#44 → #11 (+33)
  • Greater Des Moines Botanical Garden#8 → #2 (+6)
  • Glen Oaks Country Club#14 → #12 (+2)
📉 Top droppers
  • Rollins Mansion#4 → #6 (-2)
  • Willow on Grand#9 → #10 (-1)
Per-engine coverage (avg over window)
ChatGPT60%
Claude60%
Perplexity67%
Gemini58%

detroit·wedding_venue

2 snapshots
Median score
19
of cited businesses
Top score
100
single best
Properties named
50
unique, window
Avg coverage
69%
across 4 engines
📈 Top movers
  • The Felt Estate#29 → #9 (+20)
  • The Henry Ford Museum#25 → #8 (+17)
  • Waterview Loft#3 → #1 (+2)
  • Meadow Brook Hall#8 → #6 (+2)
📉 Top droppers
  • Detroit Institute of Arts#16 → #24 (-8)
  • Planterra Conservatory#1 → #3 (-2)
  • Roostertail#10 → #11 (-1)
Per-engine coverage (avg over window)
ChatGPT47%
Claude56%
Perplexity100%
Gemini73%

el paso·wedding_venue

2 snapshots
Median score
25
of cited businesses
Top score
100
single best
Properties named
21
unique, window
Avg coverage
76%
across 4 engines
📈 Top movers
  • The Meadows Estate Weddings & Events#7 → #2 (+5)
  • First Presbyterian Church of El Paso#14 → #11 (+3)
  • The Plaza Hotel Pioneer Park#5 → #3 (+2)
📉 Top droppers
  • Social House Venue and Events#10 → #16 (-6)
  • Llano Estacado Winery#15 → #18 (-3)
  • Eden Event Center#3 → #5 (-2)
  • Epic Railyard Event Center#11 → #13 (-2)
  • Painted Dunes Desert Golf Course#13 → #15 (-2)
Per-engine coverage (avg over window)
ChatGPT64%
Claude77%
Perplexity100%
Gemini64%

fort collins·wedding_venue

2 snapshots
Median score
22
of cited businesses
Top score
100
single best
Properties named
38
unique, window
Avg coverage
91%
across 4 engines
📈 Top movers
  • Poudre Landmarks Foundation#12 → #8 (+4)
  • Strauss Cabin Farmhouse#2 → #1 (+1)
📉 Top droppers
  • RIST CANYON INN#1 → #5 (-4)
  • The Armstrong Hotel#8 → #12 (-4)
  • Fort Collins Marriott#6 → #9 (-3)
  • The Foundry#17 → #20 (-3)
  • The Warehouse#19 → #22 (-3)
  • The Hillside Vineyard#4 → #6 (-2)
  • Sweet Heart Winery & Event Center#15 → #17 (-2)
  • The Barn at Raccoon Creek#9 → #10 (-1)
  • The Gardens on Spring Creek#10 → #11 (-1)
  • The Armory#18 → #19 (-1)
Per-engine coverage (avg over window)
ChatGPT100%
Claude87%
Perplexity100%
Gemini77%

fort myers·wedding_venue

3 snapshots
Median score
19
of cited businesses
Top score
100
single best
Properties named
165
unique, window
Avg coverage
67%
across 4 engines
📈 Top movers
  • The Butterfly Estates#146 → #8 (+138)
  • La Casa Toscana#79 → #7 (+72)
  • The Heitman House#5 → #1 (+4)
📉 Top droppers
  • Edison & Ford Winter Estates#3 → #5 (-2)
Per-engine coverage (avg over window)
ChatGPT73%
Claude71%
Perplexity67%
Gemini58%

fresno·wedding_venue

2 snapshots
Median score
15
of cited businesses
Top score
100
single best
Properties named
46
unique, window
Avg coverage
86%
across 4 engines
📈 Top movers
  • Villa Nascosta#33 → #10 (+23)
  • Toca Madera Winery#30 → #9 (+21)
  • Mirabelle Estate#22 → #7 (+15)
  • The Stones Throw#26 → #14 (+12)
  • Fresno Fields by Wedgewood Weddings#10 → #1 (+9)
  • The Eligon#20 → #13 (+7)
  • Grace Barn#27 → #23 (+4)
  • Engelmann Cellars#31 → #29 (+2)
  • Moravia Wines#32 → #30 (+2)
  • Wonder Valley Ranch Resort#3 → #2 (+1)
📉 Top droppers
  • The Palomino Event Center#5 → #20 (-15)
  • Legacy Ranch#15 → #25 (-10)
  • Simonian Farms#14 → #22 (-8)
  • Andalin Ranch#18 → #24 (-6)
  • Dante Club of Fresno#13 → #16 (-3)
  • The Lavender Farmhouse#1 → #3 (-2)
  • Citrus 7 Ranch#2 → #4 (-2)
  • Golden Palace Event Center#25 → #27 (-2)
  • Grand Moments at Figarden#4 → #5 (-1)
Per-engine coverage (avg over window)
ChatGPT73%
Claude77%
Perplexity100%
Gemini93%

grand rapids·wedding_venue

2 snapshots
Median score
16
of cited businesses
Top score
90
single best
Properties named
51
unique, window
Avg coverage
86%
across 4 engines
📈 Top movers
  • Holland Fish and Game Club#37 → #15 (+22)
  • Tabor Hill Winery & Restaurant#33 → #17 (+16)
  • BGR Event Center#19 → #4 (+15)
  • The Lit#14 → #7 (+7)
  • Venue St. George#20 → #16 (+4)
  • Notos Old World#34 → #31 (+3)
  • New Vintage Place#12 → #10 (+2)
  • Mangiamo#13 → #11 (+2)
  • Frederik Meijer Gardens & Sculpture Park#3 → #2 (+1)
  • Black Sheep Shelter#21 → #20 (+1)
📉 Top droppers
  • Frederik Meijer Gardens#8 → #28 (-20)
  • Cascade Hills Country Club#16 → #29 (-13)
  • Embassy Suites Grand Rapids Downtown#15 → #21 (-6)
  • Thornapple Pointe Golf Club#26 → #30 (-4)
  • Meijer Gardens#7 → #9 (-2)
  • Goei Center / The Kindle Room#11 → #13 (-2)
  • The Goei Center#2 → #3 (-1)
  • Bay View Weddings at Gallagher Farms#22 → #23 (-1)
Per-engine coverage (avg over window)
ChatGPT70%
Claude90%
Perplexity100%
Gemini84%

greensboro·wedding_venue

2 snapshots
Median score
22
of cited businesses
Top score
80
single best
Properties named
37
unique, window
Avg coverage
93%
across 4 engines
📈 Top movers
  • Blandwood Mansion#27 → #12 (+15)
  • JH Adams Inn#15 → #8 (+7)
  • Maples Edge Weddings and Events#21 → #17 (+4)
  • Villa Magnolias Event Center#6 → #5 (+1)
  • All-Inclusive Estate at Oakhaven#8 → #7 (+1)
📉 Top droppers
  • The Jewel Event Venue#7 → #16 (-9)
  • Childress Vineyards#14 → #22 (-8)
  • Greensboro Arboretum#18 → #25 (-7)
  • Cadillac Service Garage#12 → #18 (-6)
  • Pilot Mountain Vineyards#23 → #29 (-6)
  • Silver Coast Winery#24 → #30 (-6)
  • McAlister-Leftwich House#5 → #10 (-5)
  • Graylyn#16 → #21 (-5)
  • Oakland Farm#20 → #24 (-4)
  • Elm and Bain Venue#17 → #19 (-2)
Per-engine coverage (avg over window)
ChatGPT90%
Claude93%
Perplexity100%
Gemini87%

greenville sc·wedding_venue

2 snapshots
Median score
17
of cited businesses
Top score
100
single best
Properties named
50
unique, window
Avg coverage
91%
across 4 engines
📈 Top movers
  • Vue 1919#19 → #5 (+14)
  • The Loft at Soby's#13 → #6 (+7)
  • The Manor at Willowcreek#3 → #2 (+1)
  • On the Roxx#15 → #14 (+1)
  • The 405#17 → #16 (+1)
📉 Top droppers
  • Greenway Farms#9 → #44 (-35)
  • Larkin's Sawmill#11 → #39 (-28)
  • Furman University, Younts Conference Center#18 → #43 (-25)
  • Hotel Hartness#8 → #18 (-10)
  • Larkin's Catering & Events#21 → #28 (-7)
  • The Rutherford#6 → #10 (-4)
  • Events at Judson Mill#2 → #3 (-1)
  • Château Amelia#7 → #8 (-1)
Per-engine coverage (avg over window)
ChatGPT90%
Claude87%
Perplexity100%
Gemini87%

hartford·wedding_venue

2 snapshots
Median score
22
of cited businesses
Top score
94
single best
Properties named
35
unique, window
Avg coverage
82%
across 4 engines
📈 Top movers
  • Buhl Mansion Guesthouse & Spa#22 → #12 (+10)
  • Avon Old Farms Hotel#13 → #5 (+8)
  • The Riverhouse at Goodspeed Station#24 → #17 (+7)
  • Tara - A Country Inn#18 → #13 (+5)
  • The Place at 534#16 → #14 (+2)
  • The Pond House Cafe#2 → #1 (+1)
  • Wadsworth Mansion at Long Hill#8 → #7 (+1)
📉 Top droppers
  • Eolia Mansion#4 → #29 (-25)
  • Lord Thompson Manor#10 → #28 (-18)
  • Branford House#6 → #19 (-13)
  • Smith Farm Gardens#11 → #22 (-11)
  • Lion Rock Farm#9 → #18 (-9)
  • Irongate Equestrian Center#14 → #23 (-9)
  • Provence Mills Event Center#20 → #25 (-5)
  • The Society Room of Hartford#1 → #4 (-3)
  • Gatherings Banquet & Event Center#15 → #16 (-1)
  • Fellows Riverside Gardens#19 → #20 (-1)
Per-engine coverage (avg over window)
ChatGPT67%
Claude87%
Perplexity100%
Gemini74%

honolulu·wedding_venue

3 snapshots
Median score
22
of cited businesses
Top score
100
single best
Properties named
175
unique, window
Avg coverage
61%
across 4 engines
📈 Top movers
  • Prince Waikiki#88 → #9 (+79)
  • The Royal Hawaiian#91 → #12 (+79)
  • Moanalua Gardens#45 → #24 (+21)
  • Outrigger Reef Waikiki Beach Resort#12 → #2 (+10)
  • Tradewinds Ranch#25 → #17 (+8)
  • Haiku Gardens#6 → #1 (+5)
  • The Kahala Hotel & Resort#10 → #6 (+4)
  • Waimea Valley#20 → #18 (+2)
  • Sunset Ranch Hawaii#22 → #20 (+2)
📉 Top droppers
  • Kualoa Ranch#1 → #30 (-29)
  • Dillingham Ranch#21 → #28 (-7)
  • Ho'omaluhia Botanical Garden#18 → #23 (-5)
Per-engine coverage (avg over window)
ChatGPT62%
Claude65%
Perplexity67%
Gemini49%

houston·wedding_venue

2 snapshots
Median score
50
of cited businesses
Top score
100
single best
Properties named
30
unique, window
Avg coverage
66%
across 4 engines
📈 Top movers
  • The Houstonian Hotel Club & Spa#13 → #9 (+4)
  • 15 Acres Venue#4 → #3 (+1)
📉 Top droppers
  • House Estate#5 → #21 (-16)
  • The Waverly Manor#6 → #14 (-8)
  • Shirley Acres#9 → #16 (-7)
  • Chateau Nouvelle#7 → #12 (-5)
  • The Gardens at Madeley Manor#10 → #15 (-5)
  • Waverly Manor#2 → #6 (-4)
  • Sandlewood Manor#1 → #2 (-1)
  • Copacabana Hall#3 → #4 (-1)
Per-engine coverage (avg over window)
ChatGPT80%
Claude40%
Perplexity100%
Gemini44%

indianapolis·wedding_venue

3 snapshots
Median score
22
of cited businesses
Top score
100
single best
Properties named
215
unique, window
Avg coverage
70%
across 4 engines
📈 Top movers
  • Crowne Plaza Union Station#169 → #27 (+142)
  • The Heirloom at N.K. Hurst#142 → #12 (+130)
  • Mallow Run Winery#131 → #7 (+124)
  • Black Iris Estate#56 → #21 (+35)
  • Ritz Charles Garden Pavilion#44 → #22 (+22)
  • Bottleworks Hotel#19 → #4 (+15)
  • The Alexander Hotel#29 → #20 (+9)
  • The Heirloom#6 → #3 (+3)
📉 Top droppers
  • Mustard Seed Gardens#8 → #45 (-37)
  • JW Marriott Indianapolis#11 → #46 (-35)
  • The Conrad Indianapolis#17 → #32 (-15)
  • The Sycamore at Mallow Run#4 → #16 (-12)
  • Laurel Hall#1 → #10 (-9)
Per-engine coverage (avg over window)
ChatGPT78%
Claude75%
Perplexity67%
Gemini60%

jacksonville·wedding_venue

3 snapshots
Median score
49
of cited businesses
Top score
100
single best
Properties named
115
unique, window
Avg coverage
52%
across 4 engines
📈 Top movers
  • Diamond D Ranch#55 → #16 (+39)
  • San Marco Preservation Hall#36 → #8 (+28)
  • The Fig Room#34 → #14 (+20)
  • Five Points Chapel & Gardens#7 → #1 (+6)
📉 Top droppers
  • All 4 One Farms#2 → #3 (-1)
  • Azaleana Manor#6 → #7 (-1)
Per-engine coverage (avg over window)
ChatGPT35%
Claude53%
Perplexity67%
Gemini51%

joshua tree·wedding_venue

2 snapshots
Median score
18
of cited businesses
Top score
100
single best
Properties named
40
unique, window
Avg coverage
87%
across 4 engines
📈 Top movers
  • The Ruin Venue#22 → #7 (+15)
  • Hicksville Trailer Palace#13 → #6 (+7)
  • Sacred Sands#7 → #2 (+5)
  • Indian Cove Amphitheater#17 → #13 (+4)
  • RESET Hotel Joshua Tree Retreat#4 → #3 (+1)
  • AutoCamp Joshua Tree#15 → #14 (+1)
  • Joshua Tree Ranch House#18 → #17 (+1)
📉 Top droppers
  • The Station#16 → #28 (-12)
  • Green Acres Ranch#12 → #22 (-10)
  • Thunderbird Lodge Retreat#5 → #11 (-6)
  • Rasta Rita Cantina#11 → #15 (-4)
  • Rimrock Ranch#2 → #5 (-3)
  • Crazy Horse Ranch#21 → #23 (-2)
  • Joshua Tree Intimate Escape#3 → #4 (-1)
Per-engine coverage (avg over window)
ChatGPT73%
Claude87%
Perplexity100%
Gemini87%

kansas city·wedding_venue

2 snapshots
Median score
23
of cited businesses
Top score
100
single best
Properties named
68
unique, window
Avg coverage
71%
across 4 engines
📈 Top movers
  • The Mint#34 → #9 (+25)
  • UNION#31 → #10 (+21)
  • Avent Orangery#23 → #11 (+12)
  • The Vineyard at J Creek#20 → #12 (+8)
  • Loose Mansion#13 → #7 (+6)
📉 Top droppers
  • The Oliver Building#9 → #45 (-36)
  • The Guild#7 → #20 (-13)
  • Cedar Valley Forest#18 → #22 (-4)
  • The English Barn#3 → #5 (-2)
  • The Abbott#2 → #3 (-1)
Per-engine coverage (avg over window)
ChatGPT90%
Claude44%
Perplexity100%
Gemini50%

knoxville·wedding_venue

2 snapshots
Median score
29
of cited businesses
Top score
90
single best
Properties named
26
unique, window
Avg coverage
84%
across 4 engines
📈 Top movers
  • The Pavilion at Hunter Valley Farm#13 → #8 (+5)
  • Ijams Nature Center#17 → #13 (+4)
  • The Julianna Wedding & Event Venue#10 → #7 (+3)
  • Castleton Farms#16 → #14 (+2)
  • The Julianna Wedding Venue#5 → #4 (+1)
  • Maple Grove Estate#6 → #5 (+1)
  • Crescent Bend House & Gardens#11 → #10 (+1)
📉 Top droppers
  • Historic Bleak Mansion and Gardens#12 → #19 (-7)
  • The Julianna#8 → #12 (-4)
  • Dara's Garden#7 → #9 (-2)
  • The Grand Victorian Venue#14 → #15 (-1)
  • Crown Rose Estate#15 → #16 (-1)
Per-engine coverage (avg over window)
ChatGPT67%
Claude80%
Perplexity100%
Gemini87%

lake tahoe·wedding_venue

2 snapshots
Median score
21
of cited businesses
Top score
100
single best
Properties named
31
unique, window
Avg coverage
83%
across 4 engines
📈 Top movers
  • The Chateau at Incline Village#23 → #15 (+8)
  • Twenty Mile House#24 → #16 (+8)
  • Station House Inn#9 → #5 (+4)
  • Tahoe Blue Estate#11 → #7 (+4)
  • The Landing Tahoe Resort and Spa#12 → #8 (+4)
  • Everline Resort and Spa#14 → #10 (+4)
  • P.J.'s#25 → #22 (+3)
  • Dancing Pines#5 → #4 (+1)
📉 Top droppers
  • West Shore Cafe#13 → #26 (-13)
  • Hellman-Ehrman Mansion#8 → #14 (-6)
  • Valhalla Tahoe#7 → #12 (-5)
  • The Club at Rancharrah#21 → #25 (-4)
  • Sugar Pine Point State Park#15 → #18 (-3)
  • Tahoe Donner#18 → #21 (-3)
  • Granlibakken#4 → #6 (-2)
  • Sugarbowl#16 → #17 (-1)
  • The Elm Estate#19 → #20 (-1)
Per-engine coverage (avg over window)
ChatGPT67%
Claude87%
Perplexity100%
Gemini77%

las vegas·wedding_venue

2 snapshots
Median score
38
of cited businesses
Top score
90
single best
Properties named
21
unique, window
Avg coverage
74%
across 4 engines
📈 Top movers
  • The Liberace Mansion#13 → #10 (+3)
  • Sunset Gardens#3 → #2 (+1)
  • The Grove#4 → #3 (+1)
  • The Lotus House#8 → #7 (+1)
📉 Top droppers
  • The Heritage Garden#12 → #17 (-5)
  • Wildhorse Golf Club#7 → #11 (-4)
  • GreenGale Farms#2 → #4 (-2)
  • Palmera Estate#5 → #6 (-1)
  • Hilton Lake Las Vegas Resort & Spa#11 → #12 (-1)
Per-engine coverage (avg over window)
ChatGPT60%
Claude67%
Perplexity100%
Gemini67%

lexington·wedding_venue

2 snapshots
Median score
15
of cited businesses
Top score
100
single best
Properties named
38
unique, window
Avg coverage
84%
across 4 engines
📈 Top movers
  • 21c Museum Hotel Lexington#24 → #12 (+12)
  • The Campbell House#20 → #11 (+9)
  • Limestone Hall#16 → #8 (+8)
  • Manchester Music Hall#21 → #13 (+8)
  • The Venue at Evans Orchard#8 → #4 (+4)
  • Loudoun House#13 → #9 (+4)
  • The Round Barn Stable of Memories#19 → #17 (+2)
  • The Apiary#3 → #2 (+1)
📉 Top droppers
  • The Carrick House#9 → #25 (-16)
  • Ashland – The Henry Clay Estate#10 → #19 (-9)
  • Round Barn#11 → #20 (-9)
  • The Manchester Reserve#22 → #30 (-8)
  • Bluegrass Wedding Barn#17 → #23 (-6)
  • AshWood On Antioch Barn#18 → #22 (-4)
  • Silver Springs Farm Eqwine & Vineyard#2 → #3 (-1)
  • Saxony Farm#4 → #5 (-1)
Per-engine coverage (avg over window)
ChatGPT67%
Claude90%
Perplexity100%
Gemini80%

little rock·wedding_venue

3 snapshots
Median score
35
of cited businesses
Top score
100
single best
Properties named
109
unique, window
Avg coverage
45%
across 4 engines
📈 Top movers
  • Loft 1023#65 → #7 (+58)
  • An Enchanting Evening#58 → #15 (+43)
  • Chenal Country Club#48 → #9 (+39)
  • Trapnall Hall#47 → #10 (+37)
  • Club 27#55 → #18 (+37)
  • Chenal Event Venue#7 → #5 (+2)
  • Rusty Tractor Vineyards#3 → #2 (+1)
📉 Top droppers
  • The Grandeur House#1 → #16 (-15)
  • The Castle on Stagecoach#5 → #12 (-7)
Per-engine coverage (avg over window)
ChatGPT51%
Claude31%
Perplexity67%
Gemini31%

los angeles·wedding_venue

2 snapshots
Median score
13
of cited businesses
Top score
100
single best
Properties named
75
unique, window
Avg coverage
91%
across 4 engines
📈 Top movers
  • Millwick#48 → #11 (+37)
  • The SmogShoppe#45 → #23 (+22)
  • The Plaza at Cabrillo Marina#30 → #13 (+17)
  • The Biltmore Los Angeles#29 → #14 (+15)
  • Skyline Loft#32 → #20 (+12)
  • The Rooftop at The Standard#54 → #42 (+12)
  • Perch#55 → #43 (+12)
  • The NoMad Hotel#56 → #44 (+12)
  • The Ace Hotel#57 → #45 (+12)
  • The Maimon Group#58 → #46 (+12)
📉 Top droppers
  • The Loft on Pine#13 → #39 (-26)
  • The South Park Center#31 → #49 (-18)
  • Paramour Estate#8 → #24 (-16)
  • The Ebell of Los Angeles#14 → #29 (-15)
  • Calamigos Ranch#15 → #25 (-10)
  • Hummingbird Nest Ranch#10 → #18 (-8)
  • Serra on Vine#2 → #6 (-4)
  • The Fig House#5 → #7 (-2)
  • The Elysian#7 → #8 (-1)
  • Rancho Cordillera del Norte#25 → #26 (-1)
Per-engine coverage (avg over window)
ChatGPT100%
Claude80%
Perplexity100%
Gemini84%

louisville·wedding_venue

3 snapshots
Median score
55
of cited businesses
Top score
100
single best
Properties named
112
unique, window
Avg coverage
58%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
  • Whitehall House & Gardens#4 → #8 (-4)
  • Gardencourt#14 → #16 (-2)
Per-engine coverage (avg over window)
ChatGPT49%
Claude58%
Perplexity67%
Gemini58%

madison·wedding_venue

2 snapshots
Median score
14
of cited businesses
Top score
100
single best
Properties named
66
unique, window
Avg coverage
85%
across 4 engines
📈 Top movers
  • The Loft at 132#33 → #12 (+21)
  • Goodman Community Center#31 → #13 (+18)
  • Allen Centennial Garden#13 → #8 (+5)
  • Mansion Hill Inn#11 → #7 (+4)
  • Gardens at Lanthier Winery#26 → #22 (+4)
  • Harvest Moon Pond#6 → #3 (+3)
  • Barnwood Events#8 → #6 (+2)
  • The Fields Reserve#2 → #1 (+1)
  • Four Winds Farm#3 → #2 (+1)
  • Badger Farms#5 → #4 (+1)
📉 Top droppers
  • Badger Farms Wedding & Event Venue#10 → #44 (-34)
  • Loxley#20 → #53 (-33)
  • 10 South#21 → #54 (-33)
  • The Tinsmith#1 → #27 (-26)
  • Clifty Inn at Falls State Park#25 → #46 (-21)
  • Early Mountain Vineyards#27 → #48 (-21)
  • Sugarland#29 → #50 (-21)
  • Over The Vines Vineyard & Wine Barn#14 → #24 (-10)
  • Garver Feed Mill#12 → #15 (-3)
  • Bridle Barn & Gardens#4 → #5 (-1)
Per-engine coverage (avg over window)
ChatGPT84%
Claude80%
Perplexity100%
Gemini77%

mcallen·wedding_venue

2 snapshots
Median score
30
of cited businesses
Top score
100
single best
Properties named
28
unique, window
Avg coverage
81%
across 4 engines
📈 Top movers
  • The Grove Wedding & Event Venue#4 → #3 (+1)
📉 Top droppers
  • Embassy Suites McAllen Convention Center#5 → #10 (-5)
  • Victoria Palms Inn & Suites#3 → #4 (-1)
  • The Bryan House#7 → #8 (-1)
Per-engine coverage (avg over window)
ChatGPT73%
Claude80%
Perplexity100%
Gemini70%

memphis·wedding_venue

2 snapshots
Median score
21
of cited businesses
Top score
100
single best
Properties named
27
unique, window
Avg coverage
87%
across 4 engines
📈 Top movers
  • Heartwood Hall#16 → #6 (+10)
  • Greystone Manor#22 → #12 (+10)
  • Dixon Gallery & Gardens#10 → #1 (+9)
  • Mallard's Croft#21 → #14 (+7)
  • Cedar Hall#5 → #3 (+2)
📉 Top droppers
  • Memphis Botanical Garden#11 → #20 (-9)
  • Pink Palace Museum#6 → #10 (-4)
  • Memphis National Golf Club#7 → #11 (-4)
  • Evergrove Estates#1 → #4 (-3)
  • Memphis Botanic Garden#3 → #5 (-2)
  • SpringHill Suites Memphis Downtown#14 → #16 (-2)
Per-engine coverage (avg over window)
ChatGPT77%
Claude80%
Perplexity100%
Gemini90%

miami·wedding_venue

2 snapshots
Median score
25
of cited businesses
Top score
100
single best
Properties named
49
unique, window
Avg coverage
64%
across 4 engines
📈 Top movers
  • The Gale Rooftop#32 → #3 (+29)
  • Penthouse Riverside Wharf#30 → #9 (+21)
  • Amara at Paraiso#31 → #12 (+19)
  • W Miami#33 → #15 (+18)
  • Saint Patrick Palace#23 → #13 (+10)
  • Secret Gardens Miami#18 → #11 (+7)
  • Sunset Cove by Imagine#24 → #21 (+3)
  • Cinco Farm#3 → #2 (+1)
  • Four Seasons Hotel Miami#8 → #7 (+1)
📉 Top droppers
  • Vintage Observatory#10 → #27 (-17)
  • Redland Tropical Gardens#2 → #8 (-6)
  • The Barn 305#5 → #6 (-1)
Per-engine coverage (avg over window)
ChatGPT77%
Claude37%
Perplexity100%
Gemini40%

milwaukee·wedding_venue

2 snapshots
Median score
19
of cited businesses
Top score
90
single best
Properties named
44
unique, window
Avg coverage
77%
across 4 engines
📈 Top movers
  • Pabst Mansion#16 → #6 (+10)
  • The Fitzgerald#17 → #10 (+7)
  • Zilli Lake & Gardens#15 → #11 (+4)
  • The Gage#27 → #25 (+2)
  • The Mitch#2 → #1 (+1)
  • South Second#3 → #2 (+1)
  • Villa Terrace Decorative Arts Museum#9 → #8 (+1)
📉 Top droppers
  • Uplifting Mansion#13 → #29 (-16)
  • Western Lakes Golf Club#8 → #20 (-12)
  • Boerner Botanical Gardens#7 → #18 (-11)
  • Third Space Brewing#21 → #31 (-10)
  • Orchard Lawn Mineral Point#25 → #34 (-9)
  • The Farm at Dover#19 → #27 (-8)
  • The Castle Vineyard#24 → #32 (-8)
  • Villa Bellezza Pepin#26 → #33 (-7)
  • Pilot Project Brewing#20 → #24 (-4)
  • Warehaus#1 → #3 (-2)
Per-engine coverage (avg over window)
ChatGPT67%
Claude73%
Perplexity100%
Gemini67%

minneapolis·wedding_venue

2 snapshots
Median score
26
of cited businesses
Top score
100
single best
Properties named
49
unique, window
Avg coverage
67%
across 4 engines
📈 Top movers
  • Semple Mansion#15 → #4 (+11)
  • Leopold's Mississippi Gardens#5 → #3 (+2)
📉 Top droppers
  • Watson Block#4 → #13 (-9)
  • Hotel Ivy#1 → #8 (-7)
  • Warehouse Winery#3 → #6 (-3)
Per-engine coverage (avg over window)
ChatGPT80%
Claude44%
Perplexity100%
Gemini44%

mobile·wedding_venue

2 snapshots
Median score
20
of cited businesses
Top score
100
single best
Properties named
26
unique, window
Avg coverage
84%
across 4 engines
📈 Top movers
  • Golden Flames Banquet#22 → #15 (+7)
  • Oakleigh House#12 → #7 (+5)
  • Golden Flames Banquet and Ballroom Inc#14 → #10 (+4)
  • Fort Condé Inn#16 → #12 (+4)
  • The Ezell House#20 → #17 (+3)
📉 Top droppers
  • Malaga Inn#11 → #18 (-7)
  • Knollwood Estate#8 → #14 (-6)
  • Bellingrath Gardens & Home#15 → #20 (-5)
  • Hermitage-Rippy Estate#7 → #11 (-4)
  • The Alamite Event Center#17 → #19 (-2)
  • Heron Lakes Country Club#19 → #21 (-2)
  • Delta Hall at Five Rivers#21 → #23 (-2)
Per-engine coverage (avg over window)
ChatGPT70%
Claude84%
Perplexity100%
Gemini80%

modesto·wedding_venue

2 snapshots
Median score
23
of cited businesses
Top score
90
single best
Properties named
31
unique, window
Avg coverage
74%
across 4 engines
📈 Top movers
  • Fuzio Universal Bistro#18 → #9 (+9)
  • Wente Vineyards#22 → #15 (+7)
  • Rios-Lovell Winery#14 → #10 (+4)
  • Nine3One#9 → #6 (+3)
  • August Meadows#15 → #12 (+3)
  • Pageo Lavender Farm#16 → #14 (+2)
  • Dark Blue Event Venue#8 → #7 (+1)
  • Del Rio Vista Garden#19 → #18 (+1)
📉 Top droppers
  • Mettler Family Vineyards#6 → #25 (-19)
  • Harmony Wynelands Winery#10 → #16 (-6)
  • The Purple Orchid#11 → #17 (-6)
  • Cavallo Riding Center#20 → #22 (-2)
  • The Century Wedding and Special Event Venue#7 → #8 (-1)
  • Viaggio Estate & Winery#12 → #13 (-1)
Per-engine coverage (avg over window)
ChatGPT56%
Claude67%
Perplexity100%
Gemini73%

nashville·wedding_venue

3 snapshots
Median score
30
of cited businesses
Top score
100
single best
Properties named
128
unique, window
Avg coverage
54%
across 4 engines
📈 Top movers
  • The Bridge Building#59 → #19 (+40)
  • The Cordelle#52 → #23 (+29)
  • Belmont Mansion#49 → #27 (+22)
  • The Barn at Sycamore Farms#25 → #13 (+12)
  • Drakewood Farm#8 → #1 (+7)
  • Mint Springs Farm#29 → #26 (+3)
📉 Top droppers
  • Riverwood Mansion#4 → #52 (-48)
  • The Bell Tower#15 → #30 (-15)
  • Union Station Hotel#7 → #17 (-10)
  • Belle Meade Historic Site#12 → #15 (-3)
Per-engine coverage (avg over window)
ChatGPT60%
Claude44%
Perplexity64%
Gemini49%

new orleans·wedding_venue

2 snapshots
Median score
15
of cited businesses
Top score
100
single best
Properties named
60
unique, window
Avg coverage
81%
across 4 engines
📈 Top movers
  • The Fillmore - New Orleans#24 → #4 (+20)
  • Vue Orleans#30 → #13 (+17)
  • Aloft New Orleans Downtown#29 → #22 (+7)
  • The Cannery#8 → #3 (+5)
  • The Gardens at Boucherie#11 → #6 (+5)
  • Omni Royal Orleans#12 → #8 (+4)
  • Four Seasons Hotel New Orleans#14 → #10 (+4)
  • The Jaxson#28 → #25 (+3)
  • Baroness#3 → #2 (+1)
  • Royal Sonesta New Orleans#10 → #9 (+1)
📉 Top droppers
  • Margaret Place#9 → #14 (-5)
  • The Windsor Court#15 → #20 (-5)
  • Zen Farmlands#2 → #5 (-3)
  • The Gardens#4 → #7 (-3)
  • House of Blues New Orleans#20 → #23 (-3)
  • New Orleans Marriott Warehouse Arts District#23 → #26 (-3)
  • Derbès Mansion#17 → #19 (-2)
Per-engine coverage (avg over window)
ChatGPT74%
Claude74%
Perplexity100%
Gemini74%

new york·wedding_venue

3 snapshots
Median score
70
of cited businesses
Top score
100
single best
Properties named
124
unique, window
Avg coverage
57%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT47%
Claude56%
Perplexity67%
Gemini56%

ogden·wedding_venue

3 snapshots
Median score
29
of cited businesses
Top score
100
single best
Properties named
120
unique, window
Avg coverage
59%
across 4 engines
📈 Top movers
  • Ogden Union Station#70 → #13 (+57)
  • Ogden Nature Center#64 → #15 (+49)
  • Ogden Botanical Gardens#24 → #9 (+15)
  • River View Ranch#5 → #2 (+3)
  • Copper Nickel Events#16 → #14 (+2)
📉 Top droppers
  • The 5th Floor#1 → #7 (-6)
  • The Fifth Floor#2 → #3 (-1)
  • The Monarch#3 → #4 (-1)
Per-engine coverage (avg over window)
ChatGPT60%
Claude58%
Perplexity67%
Gemini51%

oklahoma city·wedding_venue

2 snapshots
Median score
14
of cited businesses
Top score
100
single best
Properties named
66
unique, window
Avg coverage
93%
across 4 engines
📈 Top movers
  • The Barn At The Woods#11 → #6 (+5)
  • Omni Oklahoma City Hotel#18 → #16 (+2)
  • Castle Falls#2 → #1 (+1)
  • 36 Acres#3 → #2 (+1)
  • Coles Garden#6 → #5 (+1)
📉 Top droppers
  • NorthWest Event Center#17 → #51 (-34)
  • Skyline on Bricktown Canal#7 → #18 (-11)
  • Ambassador Hotel#16 → #23 (-7)
  • Vast Wedding Venue OKC#8 → #14 (-6)
  • Westminster Events Center#15 → #20 (-5)
  • Ambassador Hotel Oklahoma City#5 → #9 (-4)
  • Rose Briar Place#1 → #3 (-2)
  • Lively On Oak#13 → #15 (-2)
  • The Monastery at Forest Lake#9 → #10 (-1)
  • The Skirvin Hilton OKC#10 → #11 (-1)
Per-engine coverage (avg over window)
ChatGPT90%
Claude90%
Perplexity100%
Gemini90%

omaha·wedding_venue

2 snapshots
Median score
20
of cited businesses
Top score
90
single best
Properties named
40
unique, window
Avg coverage
86%
across 4 engines
📈 Top movers
  • The Diamond Room#24 → #5 (+19)
  • The Omar#16 → #8 (+8)
  • The Barn at Lilac Hill#4 → #1 (+3)
  • The Garden Room#5 → #4 (+1)
📉 Top droppers
  • The Lilac Hill#3 → #20 (-17)
  • Bellevue Berry and Pumpkin Ranch#13 → #21 (-8)
  • DC Centre#22 → #25 (-3)
  • Lauritzen Gardens#10 → #12 (-2)
  • Soaring Wings Vineyard and Brewing#14 → #16 (-2)
  • Joslyn Castle & Gardens#1 → #2 (-1)
  • The Bohemian Gardens#2 → #3 (-1)
Per-engine coverage (avg over window)
ChatGPT74%
Claude84%
Perplexity100%
Gemini84%

orlando·wedding_venue

2 snapshots
Median score
23
of cited businesses
Top score
90
single best
Properties named
43
unique, window
Avg coverage
90%
across 4 engines
📈 Top movers
  • The Highland Manor Home#22 → #11 (+11)
  • The Balcony Orlando#12 → #5 (+7)
  • Hidden Barn#3 → #1 (+2)
  • Dr. Phillips House#11 → #9 (+2)
  • Orlando Celebration Gardens#4 → #3 (+1)
📉 Top droppers
  • Citrus Club#7 → #16 (-9)
  • Waldorf Astoria Orlando#9 → #13 (-4)
  • Cypress Grove Estate House#5 → #8 (-3)
  • Everglow Venue at Oak Haven Farms#2 → #4 (-2)
  • Celebration Gardens#8 → #10 (-2)
  • The Howey Mansion#10 → #12 (-2)
  • Cypress Creek Farmhouse#1 → #2 (-1)
Per-engine coverage (avg over window)
ChatGPT87%
Claude90%
Perplexity100%
Gemini84%

oxnard·wedding_venue

2 snapshots
Median score
14
of cited businesses
Top score
100
single best
Properties named
59
unique, window
Avg coverage
84%
across 4 engines
📈 Top movers
  • Marez Events Center#32 → #5 (+27)
  • Heavenly Doves By JERRY GARCIA#33 → #12 (+21)
  • The Vineyards#26 → #7 (+19)
  • The Mullin Automotive Museum#34 → #18 (+16)
  • Newhall Mansion#38 → #32 (+6)
  • The Colony Estate#39 → #33 (+6)
  • McCormick Home Ranch#28 → #23 (+5)
  • Gerry Ranch#30 → #25 (+5)
  • River Ridge Golf Club#10 → #6 (+4)
  • Four Brix Winery#21 → #17 (+4)
📉 Top droppers
  • Cantara Cellars#8 → #30 (-22)
  • Residence Inn Oxnard River Ridge#17 → #28 (-11)
  • Vega Vineyard & Farm#18 → #20 (-2)
Per-engine coverage (avg over window)
ChatGPT60%
Claude87%
Perplexity100%
Gemini87%

park city·wedding_venue

2 snapshots
Median score
20
of cited businesses
Top score
100
single best
Properties named
24
unique, window
Avg coverage
90%
across 4 engines
📈 Top movers
  • The Bridge Café#20 → #7 (+13)
  • Blue Barn Farm#7 → #2 (+5)
  • Kimball Arts Center#14 → #9 (+5)
  • Riverhorse on Main#19 → #14 (+5)
  • The Lodge at Blue Sky#11 → #8 (+3)
  • Stein Eriksen Lodge Deer Valley#12 → #10 (+2)
📉 Top droppers
  • High West Distillery#6 → #17 (-11)
  • Park Meadows Country Club#10 → #19 (-9)
  • Montage Deer Valley#4 → #12 (-8)
  • Park City Peaks Hotel#8 → #16 (-8)
  • Kimball Terrace#13 → #20 (-7)
  • The St. Regis Deer Valley#9 → #11 (-2)
  • Hyatt Centric Park City#16 → #18 (-2)
  • The Kinlands#3 → #4 (-1)
Per-engine coverage (avg over window)
ChatGPT77%
Claude90%
Perplexity100%
Gemini93%

philadelphia·wedding_venue

2 snapshots
Median score
18
of cited businesses
Top score
90
single best
Properties named
58
unique, window
Avg coverage
75%
across 4 engines
📈 Top movers
  • Belle Voir Manor#14 → #6 (+8)
  • Free Library of Philadelphia#18 → #10 (+8)
  • Barbuzzo#21 → #14 (+7)
  • Vaux Wedding Chapel and Studio#16 → #13 (+3)
  • Riverside Weddings at Gloria Dei#2 → #1 (+1)
  • The Arts Ballroom#3 → #2 (+1)
  • Belle Voir Manor at Pen Ryn#5 → #4 (+1)
📉 Top droppers
  • Rafters#22 → #34 (-12)
  • Andalusia Estate#31 → #42 (-11)
  • Valley Green Inn#19 → #29 (-10)
  • Glen Foerd Mansion#32 → #40 (-8)
  • Belmont Mansion#33 → #41 (-8)
  • Laurel Hill Mansion#35 → #43 (-8)
  • BLDG39#30 → #35 (-5)
  • The Barn at Ridgeland Mansion#26 → #30 (-4)
  • Bartram's Garden#24 → #27 (-3)
  • The Old Mill#1 → #3 (-2)
Per-engine coverage (avg over window)
ChatGPT60%
Claude64%
Perplexity100%
Gemini77%

phoenix·wedding_venue

2 snapshots
Median score
17
of cited businesses
Top score
100
single best
Properties named
55
unique, window
Avg coverage
85%
across 4 engines
📈 Top movers
  • Lindsay Grove by Wedgewood Weddings#33 → #15 (+18)
  • The Square PHX#23 → #6 (+17)
  • Croft Downtown by Wedgewood Weddings#30 → #19 (+11)
  • Coronado House#19 → #11 (+8)
  • Cabins on Strawberry Hill#29 → #22 (+7)
  • Windmill Winery#4 → #3 (+1)
📉 Top droppers
  • The Icehouse#10 → #35 (-25)
  • The Wright House#14 → #39 (-25)
  • Chateau Luxe#24 → #40 (-16)
  • The Paseo#16 → #24 (-8)
  • The Farm at South Mountain#13 → #20 (-7)
  • Mountain Shadows Resort#22 → #29 (-7)
  • Desert Botanical Garden#11 → #16 (-5)
  • Warehouse 215#31 → #34 (-3)
  • North Valley Garden#3 → #4 (-1)
  • Windmill Winery - Lake House#6 → #7 (-1)
Per-engine coverage (avg over window)
ChatGPT80%
Claude80%
Perplexity100%
Gemini80%

pittsburgh·wedding_venue

2 snapshots
Median score
19
of cited businesses
Top score
100
single best
Properties named
34
unique, window
Avg coverage
88%
across 4 engines
📈 Top movers
  • Twelve Oaks Mansion#23 → #15 (+8)
  • The Grand Estate at Hidden Acres#11 → #8 (+3)
  • PointBreezeway#12 → #10 (+2)
  • Christian Klay Winery#2 → #1 (+1)
  • Shady Elms Farm#3 → #2 (+1)
  • White Barn#5 → #4 (+1)
📉 Top droppers
  • SanaView Farms#9 → #14 (-5)
  • THIS IS RED#21 → #25 (-4)
  • Bella Terra Vineyards#8 → #11 (-3)
  • Union Hall#16 → #19 (-3)
  • Pittsburgh Botanic Garden#1 → #3 (-2)
  • Franklin On Penn#4 → #5 (-1)
Per-engine coverage (avg over window)
ChatGPT70%
Claude93%
Perplexity100%
Gemini87%

portland·wedding_venue

2 snapshots
Median score
20
of cited businesses
Top score
100
single best
Properties named
39
unique, window
Avg coverage
81%
across 4 engines
📈 Top movers
  • The EcoTrust Building#21 → #10 (+11)
  • Village Ballroom#25 → #17 (+8)
  • CHÂTEAU de MICHELLIA#20 → #13 (+7)
  • Aurora Vineyards#12 → #6 (+6)
  • Ainsworth House & Gardens#2 → #1 (+1)
  • The Baker Building#4 → #3 (+1)
📉 Top droppers
  • Rossi Farms#11 → #26 (-15)
  • Amaterra Winery#16 → #29 (-13)
  • Urban Studio#9 → #21 (-12)
  • The Evergreen#7 → #15 (-8)
  • Opal 28#24 → #32 (-8)
  • The Foundry at Oswego Pointe#14 → #19 (-5)
  • The West End Ballroom#17 → #22 (-5)
  • Hoyt Arboretum#18 → #23 (-5)
  • Black Walnut Inn & Vineyard#15 → #18 (-3)
  • Mildred Hall#5 → #7 (-2)
Per-engine coverage (avg over window)
ChatGPT77%
Claude73%
Perplexity100%
Gemini73%

providence·wedding_venue

2 snapshots
Median score
29
of cited businesses
Top score
100
single best
Properties named
24
unique, window
Avg coverage
64%
across 4 engines
📈 Top movers
  • Providence Public Library#15 → #3 (+12)
  • Graduate Providence#12 → #4 (+8)
  • Hilton Garden Inn Providence Airport#19 → #12 (+7)
  • Hyatt Place Warwick Providence Airport#20 → #13 (+7)
  • Hampton Inn & Suites Providence#21 → #14 (+7)
  • The Reserve on Dorrance#8 → #2 (+6)
  • Roger Williams Park Events#7 → #5 (+2)
  • The Pavilion at Grace#2 → #1 (+1)
📉 Top droppers
  • The Beatrice Hotel#1 → #9 (-8)
  • Dye House#3 → #8 (-5)
  • Ballroom at the Providence G#6 → #10 (-4)
  • Gracie’s#4 → #7 (-3)
  • Roger Williams Botanical Center#9 → #11 (-2)
Per-engine coverage (avg over window)
ChatGPT74%
Claude40%
Perplexity100%
Gemini40%

provo·wedding_venue

3 snapshots
Median score
25
of cited businesses
Top score
100
single best
Properties named
140
unique, window
Avg coverage
60%
across 4 engines
📈 Top movers
  • The Ivory Hall#126 → #1 (+125)
  • White Willow Reception Center#113 → #15 (+98)
  • Provo Library ballroom#41 → #13 (+28)
  • The Startup Building#22 → #11 (+11)
  • White Shanty Venue#17 → #14 (+3)
📉 Top droppers
  • Sleepy Ridge Weddings#5 → #9 (-4)
  • The Bright Building#4 → #6 (-2)
Per-engine coverage (avg over window)
ChatGPT67%
Claude51%
Perplexity67%
Gemini53%

raleigh·wedding_venue

2 snapshots
Median score
15
of cited businesses
Top score
97
single best
Properties named
62
unique, window
Avg coverage
88%
across 4 engines
📈 Top movers
  • 1705 East#48 → #24 (+24)
  • Merrell Estate & Gardens#45 → #23 (+22)
  • Chandelier Event Venue#12 → #3 (+9)
  • Summerfield Farms#24 → #18 (+6)
  • Donovan Manor#10 → #7 (+3)
📉 Top droppers
  • The Sutherland#8 → #26 (-18)
  • Baucom House#6 → #15 (-9)
  • Hunt Family Vineyards#15 → #22 (-7)
  • The Barn at King Hill Farm#3 → #4 (-1)
  • The Pavilion at Carriage Farm#4 → #5 (-1)
  • Merrimon-Wynne House#5 → #6 (-1)
Per-engine coverage (avg over window)
ChatGPT90%
Claude80%
Perplexity100%
Gemini80%

reno·wedding_venue

2 snapshots
Median score
20
of cited businesses
Top score
100
single best
Properties named
27
unique, window
Avg coverage
85%
across 4 engines
📈 Top movers
  • Silver Legacy Resort Casino#20 → #6 (+14)
  • Whitney Peak Hotel#11 → #7 (+4)
  • The Club at ArrowCreek#15 → #13 (+2)
  • Calafuria#17 → #15 (+2)
📉 Top droppers
  • Wild River Grille#10 → #20 (-10)
  • Grand Sierra Resort#7 → #14 (-7)
  • Peppermill Reno#6 → #12 (-6)
  • Rancharrah#12 → #18 (-6)
  • Nevada Museum of Art#13 → #16 (-3)
  • Arch of Reno Wedding Chapel#14 → #17 (-3)
  • Kinship Ranch#16 → #19 (-3)
  • Renaissance Reno Downtown Hotel & Spa#8 → #10 (-2)
Per-engine coverage (avg over window)
ChatGPT70%
Claude84%
Perplexity100%
Gemini84%

richmond·wedding_venue

2 snapshots
Median score
38
of cited businesses
Top score
100
single best
Properties named
23
unique, window
Avg coverage
54%
across 4 engines
📈 Top movers
  • Mankin Mansion#4 → #2 (+2)
📉 Top droppers
  • The Farm at Stone Hill#3 → #8 (-5)
  • Upper Shirley Vineyards#1 → #3 (-2)
  • The Mill at Fine Creek#2 → #4 (-2)
Per-engine coverage (avg over window)
ChatGPT80%
Claude40%
Perplexity50%
Gemini44%

riverside·wedding_venue

2 snapshots
Median score
16
of cited businesses
Top score
100
single best
Properties named
39
unique, window
Avg coverage
89%
across 4 engines
📈 Top movers
  • Billionaires Row Mansion#16 → #10 (+6)
  • Thatcher Manor#7 → #4 (+3)
  • Riverside Vines#4 → #3 (+1)
📉 Top droppers
  • Fairview Green River#11 → #26 (-15)
  • A Private Estate Events LLC#15 → #29 (-14)
  • Desert Ridge Estate#17 → #31 (-14)
  • Thatcher Manor Weddings#3 → #16 (-13)
  • Crestmore Manor#8 → #17 (-9)
  • Ontario Airport Hotel & Conference Center#18 → #24 (-6)
  • The Veil Wedding Loft#21 → #25 (-4)
Per-engine coverage (avg over window)
ChatGPT84%
Claude93%
Perplexity100%
Gemini80%

rochester·wedding_venue

2 snapshots
Median score
21
of cited businesses
Top score
100
single best
Properties named
28
unique, window
Avg coverage
87%
across 4 engines
📈 Top movers
  • Casa Larga#20 → #10 (+10)
  • Rochester Wedding Barn & Event Venue#13 → #5 (+8)
  • Rochester Wedding Barn#11 → #7 (+4)
  • Maison Albion#3 → #1 (+2)
  • Lincoln Hill Farms#15 → #13 (+2)
  • The Hillcrest Estate#19 → #17 (+2)
📉 Top droppers
  • The Wells Estate#7 → #15 (-8)
  • Oaks Manor Events#6 → #12 (-6)
  • Stoney Oak Ridge#18 → #20 (-2)
  • The Lodge at Shadow Hill#1 → #2 (-1)
  • Gather in Victor#2 → #3 (-1)
  • George Eastman House#8 → #9 (-1)
  • Twin Silos#17 → #18 (-1)
Per-engine coverage (avg over window)
ChatGPT80%
Claude80%
Perplexity100%
Gemini87%

sacramento·wedding_venue

2 snapshots
Median score
14
of cited businesses
Top score
100
single best
Properties named
40
unique, window
Avg coverage
90%
across 4 engines
📈 Top movers
  • Robert H. Miller III Rotary Clubhouse#28 → #10 (+18)
  • Le Rêve Estate and Lamoure Vineyards#33 → #16 (+17)
  • Kimpton Sawyer Hotel#34 → #17 (+17)
  • Grace Vineyards#29 → #13 (+16)
  • Gold Hill Gardens#25 → #12 (+13)
  • The Willow Ballroom & Event Center#32 → #21 (+11)
  • Lone Wulff Ranch#23 → #14 (+9)
  • McFarland Ranch#24 → #15 (+9)
  • McConnell Estates Winery#30 → #22 (+8)
  • The Citizen Hotel#14 → #8 (+6)
📉 Top droppers
  • Twin Rocks Estate Winery#20 → #23 (-3)
  • The Maples#9 → #11 (-2)
Per-engine coverage (avg over window)
ChatGPT84%
Claude87%
Perplexity100%
Gemini87%

salt lake city·wedding_venue

2 snapshots
Median score
17
of cited businesses
Top score
100
single best
Properties named
42
unique, window
Avg coverage
78%
across 4 engines
📈 Top movers
  • The Grand America Hotel#11 → #7 (+4)
  • Vode Event Venue#9 → #6 (+3)
  • Vode#4 → #3 (+1)
📉 Top droppers
  • Cactus & Tropicals#6 → #30 (-24)
  • Studio Elevn#14 → #32 (-18)
  • Wadley Farms#18 → #33 (-15)
  • Bellissimo – The Gardens at Bellissimo#5 → #19 (-14)
  • Asher Adams Hotel#15 → #28 (-13)
  • Louland Falls#12 → #22 (-10)
  • Red Butte Garden#8 → #17 (-9)
  • Wheeler Farms#13 → #21 (-8)
  • Woodhaven#3 → #8 (-5)
Per-engine coverage (avg over window)
ChatGPT60%
Claude70%
Perplexity100%
Gemini80%

san antonio·wedding_venue

2 snapshots
Median score
15
of cited businesses
Top score
90
single best
Properties named
74
unique, window
Avg coverage
93%
across 4 engines
📈 Top movers
  • La Cantera Resort & Spa#29 → #6 (+23)
  • The Red Berry Estate#5 → #3 (+2)
  • Magnolia Ranch Venue#3 → #2 (+1)
📉 Top droppers
  • Rancho la Mission#10 → #14 (-4)
  • Ivy Hall#2 → #4 (-2)
  • Kimpton Santo San Antonio - Riverwalk#4 → #5 (-1)
  • The Venue 88#16 → #17 (-1)
  • The Skyline#17 → #18 (-1)
Per-engine coverage (avg over window)
ChatGPT90%
Claude90%
Perplexity100%
Gemini93%

san diego·wedding_venue

2 snapshots
Median score
18
of cited businesses
Top score
90
single best
Properties named
42
unique, window
Avg coverage
82%
across 4 engines
📈 Top movers
  • Forgotten Barrel Winery#22 → #20 (+2)
  • Flora The Venue#4 → #3 (+1)
  • Grand Tradition Estate & Gardens#7 → #6 (+1)
📉 Top droppers
  • Los Willows Private Wedding Estate#6 → #31 (-25)
  • Mt. Woodson Castle#10 → #30 (-20)
  • Darlington House#12 → #28 (-16)
  • Milagro Farm Winery#14 → #29 (-15)
  • The Mirabella Estate#17 → #24 (-7)
  • Monserate Winery#21 → #25 (-4)
  • The Inn at Rancho Santa Fe#3 → #4 (-1)
Per-engine coverage (avg over window)
ChatGPT60%
Claude87%
Perplexity100%
Gemini80%

san francisco·wedding_venue

2 snapshots
Median score
14
of cited businesses
Top score
90
single best
Properties named
55
unique, window
Avg coverage
93%
across 4 engines
📈 Top movers
  • The Pearl#19 → #9 (+10)
  • Conservatory of Flowers#4 → #2 (+2)
  • Cavallo Point#14 → #12 (+2)
  • San Francisco Proper Hotel#2 → #1 (+1)
  • Golden Gate Club#7 → #6 (+1)
📉 Top droppers
  • Embassy Suites South San Francisco#13 → #28 (-15)
  • James Leary Flood Mansion#17 → #31 (-14)
  • Above the Rim at Chase Center#30 → #40 (-10)
  • Haas-Lilienthal House#10 → #14 (-4)
  • Venue 412#27 → #30 (-3)
  • Four One Nine#1 → #3 (-2)
  • Log Cabin at the Presidio#5 → #7 (-2)
  • San Francisco Botanical Garden#9 → #11 (-2)
  • Bechtel Victorian Mansion#3 → #4 (-1)
Per-engine coverage (avg over window)
ChatGPT87%
Claude90%
Perplexity100%
Gemini93%

san jose·wedding_venue

3 snapshots
Median score
50
of cited businesses
Top score
100
single best
Properties named
108
unique, window
Avg coverage
60%
across 4 engines
📈 Top movers
  • Hayes Mansion San Jose, Curio Collection by Hilton#61 → #7 (+54)
  • Winchester Mystery House#62 → #28 (+34)
  • The Ranch at Silver Creek by Wedgewood Weddings#19 → #4 (+15)
  • Japanese Friendship Garden#22 → #18 (+4)
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT53%
Claude58%
Perplexity67%
Gemini62%

sarasota·wedding_venue

3 snapshots
Median score
18
of cited businesses
Top score
100
single best
Properties named
157
unique, window
Avg coverage
62%
across 4 engines
📈 Top movers
  • Fiorelli Winery#60 → #5 (+55)
  • The Evermore#47 → #13 (+34)
  • Edson Keith Mansion#20 → #7 (+13)
  • The Ringling#6 → #3 (+3)
📉 Top droppers
  • Bay Preserve at Osprey#8 → #21 (-13)
  • Marie Selby Botanical Gardens#2 → #14 (-12)
  • Powel Crosley Estate#1 → #6 (-5)
Per-engine coverage (avg over window)
ChatGPT64%
Claude64%
Perplexity67%
Gemini51%

savannah·wedding_venue

2 snapshots
Median score
15
of cited businesses
Top score
100
single best
Properties named
34
unique, window
Avg coverage
91%
across 4 engines
📈 Top movers
  • The Mackey House#2 → #1 (+1)
  • HollyOaks on the Marsh#6 → #5 (+1)
  • Ships of the Sea Maritime Museum#7 → #6 (+1)
📉 Top droppers
  • Live Wire Athens#11 → #30 (-19)
  • Hotel Bardo Savannah#8 → #11 (-3)
  • The Oaks at 1708#12 → #15 (-3)
  • Red Gate Farms#1 → #2 (-1)
Per-engine coverage (avg over window)
ChatGPT90%
Claude87%
Perplexity100%
Gemini87%

seattle·wedding_venue

2 snapshots
Median score
17
of cited businesses
Top score
90
single best
Properties named
46
unique, window
Avg coverage
98%
across 4 engines
📈 Top movers
  • Lakewold Gardens#22 → #7 (+15)
  • The Edgewater Hotel#11 → #6 (+5)
  • Rainier Chapter House#25 → #22 (+3)
  • Chateau Lill#2 → #1 (+1)
📉 Top droppers
  • Sanders Estate#10 → #37 (-27)
  • Thornewood Castle Inn and Gardens#8 → #27 (-19)
  • Westland Distillery#19 → #34 (-15)
  • Lord Hill Farms#12 → #26 (-14)
  • Fox Hollow Farm#6 → #14 (-8)
  • Lairmont Manor#7 → #10 (-3)
  • Pemberton Farm#13 → #16 (-3)
  • The Hall at Fauntleroy#17 → #19 (-2)
  • Carnation Farms#1 → #2 (-1)
Per-engine coverage (avg over window)
ChatGPT93%
Claude100%
Perplexity100%
Gemini100%

sedona·wedding_venue

2 snapshots
Median score
26
of cited businesses
Top score
100
single best
Properties named
21
unique, window
Avg coverage
80%
across 4 engines
📈 Top movers
  • The Little Daisy Jerome#18 → #5 (+13)
  • Destination at Oak Creek#17 → #7 (+10)
  • The Windmill House#15 → #8 (+7)
  • Creekside Inn Sedona#16 → #11 (+5)
  • The Cabin Sedona#8 → #6 (+2)
  • Outbound Sedona#4 → #3 (+1)
📉 Top droppers
  • L’Auberge de Sedona#7 → #9 (-2)
  • L'Auberge de Sedona#3 → #4 (-1)
Per-engine coverage (avg over window)
ChatGPT64%
Claude80%
Perplexity100%
Gemini77%

spokane·wedding_venue

2 snapshots
Median score
25
of cited businesses
Top score
90
single best
Properties named
25
unique, window
Avg coverage
92%
across 4 engines
📈 Top movers
  • Riverside Place#21 → #11 (+10)
  • Roberts Mansion#17 → #12 (+5)
  • Kaispel Golf and Country Club#22 → #17 (+5)
  • Palouse Ridge Events#13 → #9 (+4)
  • Bozarth Mansion and Retreat Center#9 → #6 (+3)
  • The Glover Mansion#11 → #8 (+3)
  • Beacon Hill Events#5 → #3 (+2)
  • Smasne Cellars#18 → #16 (+2)
  • The Ridge at Greenbluff#14 → #13 (+1)
  • Mont Lamm Events#15 → #14 (+1)
📉 Top droppers
  • Commellini Estate#6 → #10 (-4)
  • Arbor Crest Wine Cellars#12 → #15 (-3)
  • Mon Rêve Garden#3 → #4 (-1)
  • Trezzi Farm Winery#4 → #5 (-1)
Per-engine coverage (avg over window)
ChatGPT84%
Claude90%
Perplexity100%
Gemini93%

st louis·wedding_venue

2 snapshots
Median score
16
of cited businesses
Top score
90
single best
Properties named
42
unique, window
Avg coverage
83%
across 4 engines
📈 Top movers
  • Magic Chef Mansion#20 → #6 (+14)
  • Sunset Bluffs#24 → #14 (+10)
  • Kuhs Estate & Farm#18 → #9 (+9)
  • Silo Point at Brookdale Farms#28 → #21 (+7)
  • Avalon Hall#22 → #16 (+6)
  • Three Barn Farm#19 → #15 (+4)
  • The Christy#4 → #3 (+1)
  • Silver Oaks Chateau#8 → #7 (+1)
📉 Top droppers
  • Chandler Hill Vineyards#11 → #28 (-17)
  • Defiance Ridge Vineyards#12 → #29 (-17)
  • Maison du Lac#5 → #18 (-13)
  • Cedarcrest Manor#13 → #26 (-13)
  • Knotting Hills#10 → #17 (-7)
  • Rackheath House and Gardens#15 → #19 (-4)
  • The Venue at Maison du Lac#3 → #4 (-1)
Per-engine coverage (avg over window)
ChatGPT67%
Claude80%
Perplexity100%
Gemini84%

tampa·wedding_venue

2 snapshots
Median score
24
of cited businesses
Top score
100
single best
Properties named
35
unique, window
Avg coverage
86%
across 4 engines
📈 Top movers
  • The Tampa Garden Club#16 → #7 (+9)
  • Armature Works#15 → #9 (+6)
  • The Sparrow Barn#3 → #2 (+1)
📉 Top droppers
  • JW Marriott Water Street#11 → #20 (-9)
  • Tampa Museum of Art#12 → #21 (-9)
  • La Hacienda on Snow Hill#4 → #10 (-6)
  • The Tampa Edition#10 → #13 (-3)
  • Saxon Manor#2 → #3 (-1)
  • White Dove Barn#17 → #18 (-1)
Per-engine coverage (avg over window)
ChatGPT80%
Claude80%
Perplexity100%
Gemini84%

toledo·wedding_venue

2 snapshots
Median score
40
of cited businesses
Top score
100
single best
Properties named
34
unique, window
Avg coverage
69%
across 4 engines
📈 Top movers
  • Manor House#17 → #1 (+16)
  • Toledo Botanical Garden#14 → #3 (+11)
  • Birchwood Meadow#10 → #2 (+8)
  • Holland Gardens#15 → #12 (+3)
📉 Top droppers
  • Toledo Country Club#5 → #15 (-10)
  • Vista on the Docks#20 → #28 (-8)
  • The Venues#3 → #9 (-6)
  • Renaissance Downtown Toledo Hotel#12 → #18 (-6)
  • Toledo Museum of Art#13 → #19 (-6)
  • Catawba Island Club#16 → #22 (-6)
  • Heather Downs Country Club#19 → #25 (-6)
  • Nazareth Hall#1 → #6 (-5)
  • Scarlet Oaks Estate#18 → #23 (-5)
  • The Stables#21 → #26 (-5)
Per-engine coverage (avg over window)
ChatGPT87%
Claude44%
Perplexity100%
Gemini44%

tucson·wedding_venue

2 snapshots
Median score
19
of cited businesses
Top score
100
single best
Properties named
29
unique, window
Avg coverage
88%
across 4 engines
📈 Top movers
  • The Treasury 1929#25 → #5 (+20)
  • Celebrations Party Spot#24 → #11 (+13)
  • 242 Park Avenue#19 → #10 (+9)
  • Kingan Gardens#13 → #8 (+5)
  • Corona Ranch Tucson#22 → #20 (+2)
  • Saguaro Buttes#2 → #1 (+1)
  • Mollohan Castle#4 → #3 (+1)
  • Stillwell House#7 → #6 (+1)
📉 Top droppers
  • The Oasis at Wild Horse Ranch#6 → #18 (-12)
  • The Z Mansion#11 → #21 (-10)
  • The Buttes at Reflections#8 → #17 (-9)
  • Stardance Event Center#15 → #22 (-7)
  • The Urban Grove#16 → #23 (-7)
  • Historic Bates Mansion#9 → #14 (-5)
  • La Mariposa Resort#5 → #9 (-4)
  • Tanque Verde Ranch#12 → #15 (-3)
  • The Rubi House#10 → #12 (-2)
  • Hacienda Del Sol Guest Ranch Resort#1 → #2 (-1)
Per-engine coverage (avg over window)
ChatGPT73%
Claude80%
Perplexity100%
Gemini97%

tulsa·wedding_venue

2 snapshots
Median score
21
of cited businesses
Top score
100
single best
Properties named
42
unique, window
Avg coverage
85%
across 4 engines
📈 Top movers
  • The Patriot Golf Club#24 → #16 (+8)
  • The Lodge at Bridal Creek#12 → #5 (+7)
  • The Refinery at The Johnstone-Sare Building#14 → #8 (+6)
  • Riverbend Chapel at Dream Point Ranch#5 → #1 (+4)
  • The Summit#13 → #9 (+4)
  • Jarrett Farm Resort & Events#16 → #12 (+4)
  • Vinterra Event Venue#8 → #6 (+2)
  • Rose Event Center#18 → #17 (+1)
📉 Top droppers
  • DreamWater Ridge#10 → #18 (-8)
  • Spain Ranch#2 → #7 (-5)
  • Mike Fretz Event Center#15 → #20 (-5)
  • The Bellview#7 → #10 (-3)
  • Silo Event Center#1 → #3 (-2)
  • Pecandarosa Ranch#17 → #19 (-2)
  • Wellington Brewing Company#25 → #27 (-2)
  • The Steel Barn Event Center#3 → #4 (-1)
  • Emerald Falls Event Center#21 → #22 (-1)
Per-engine coverage (avg over window)
ChatGPT70%
Claude87%
Perplexity100%
Gemini84%

virginia beach·wedding_venue

2 snapshots
Median score
19
of cited businesses
Top score
90
single best
Properties named
53
unique, window
Avg coverage
81%
across 4 engines
📈 Top movers
  • The Ghent Rooftop Bar & Event Space#29 → #11 (+18)
  • Over the Moon#26 → #15 (+11)
  • Veterans United Home Loans Amphitheater#36 → #25 (+11)
  • The Westin Virginia Beach Town Center#20 → #12 (+8)
  • The Cavalier Hotel & Beach Club#21 → #14 (+7)
  • The Gala 417#12 → #6 (+6)
  • The Water Table#11 → #8 (+3)
  • Chester Estates Inn & Events#3 → #1 (+2)
  • The Lesner Inn#7 → #5 (+2)
  • Country Villa#5 → #4 (+1)
📉 Top droppers
  • The Kellam Estate Venue#13 → #32 (-19)
  • Broad Bay Country Club#15 → #24 (-9)
  • The Royal Courtyard#27 → #33 (-6)
  • Church Point Manor#1 → #2 (-1)
  • VB National on the Green#2 → #3 (-1)
Per-engine coverage (avg over window)
ChatGPT80%
Claude70%
Perplexity100%
Gemini74%

washington dc·wedding_venue

3 snapshots
Median score
32
of cited businesses
Top score
100
single best
Properties named
153
unique, window
Avg coverage
63%
across 4 engines
📈 Top movers
  • Josephine Butler Parks Center#92 → #13 (+79)
  • The LINE DC#55 → #6 (+49)
  • River Farm#26 → #1 (+25)
📉 Top droppers
  • Meridian House#5 → #14 (-9)
  • The Hay-Adams#2 → #8 (-6)
Per-engine coverage (avg over window)
ChatGPT56%
Claude60%
Perplexity67%
Gemini67%

wichita·wedding_venue

2 snapshots
Median score
15
of cited businesses
Top score
100
single best
Properties named
35
unique, window
Avg coverage
91%
across 4 engines
📈 Top movers
  • Kansas Aviation Museum#27 → #10 (+17)
  • Botanica Wichita#16 → #6 (+10)
  • The Gathering Place#21 → #11 (+10)
  • Botanica the Wichita Gardens#10 → #5 (+5)
  • BrightWater Bay#12 → #7 (+5)
  • The Hudson#13 → #8 (+5)
  • Crestview Country Club#25 → #20 (+5)
  • Hotel At Old Town#22 → #18 (+4)
  • Mark Arts#5 → #3 (+2)
📉 Top droppers
  • Brick & Mortar Venue#8 → #25 (-17)
  • Round Barn Ranch#18 → #27 (-9)
  • Klausmeyer Dairy Farm & Pumpkin Patch#19 → #28 (-9)
  • LaVela#20 → #29 (-9)
  • The Winslet#14 → #22 (-8)
  • Distillery 244 Old Town#15 → #23 (-8)
  • Tallgrass Country Club#24 → #31 (-7)
  • Botanica#6 → #12 (-6)
  • Wyldewood Cellars Winery#9 → #15 (-6)
  • Gooseberry Creek#11 → #16 (-5)
Per-engine coverage (avg over window)
ChatGPT84%
Claude93%
Perplexity100%
Gemini87%

woodstock ny·wedding_venue

2 snapshots
Median score
26
of cited businesses
Top score
90
single best
Properties named
27
unique, window
Avg coverage
88%
across 4 engines
📈 Top movers
  • Colony Woodstock#15 → #6 (+9)
  • Storm King Art Center#18 → #13 (+5)
  • Basilica Hudson#21 → #16 (+5)
  • City Winery Hudson Valley#19 → #15 (+4)
  • Opus 40#14 → #11 (+3)
  • The Woodstock Inn & Resort#17 → #14 (+3)
  • Adena Orchard & Vine#3 → #1 (+2)
  • Bearsville#4 → #2 (+2)
  • Hutton Brickyards#9 → #7 (+2)
  • The Barn at Cucina#10 → #9 (+1)
📉 Top droppers
  • Senate Garage#13 → #19 (-6)
  • Byrdcliffe Barn and White Pines#6 → #10 (-4)
  • Bluebird Farm Weddings#1 → #3 (-2)
  • Lotuswood Organic Wellness Farm#2 → #4 (-2)
  • Timberlake Camp#7 → #8 (-1)
  • Locust Grove#11 → #12 (-1)
Per-engine coverage (avg over window)
ChatGPT73%
Claude93%
Perplexity100%
Gemini87%

worcester·wedding_venue

2 snapshots
Median score
16
of cited businesses
Top score
100
single best
Properties named
43
unique, window
Avg coverage
83%
across 4 engines
📈 Top movers
  • Union Station#30 → #6 (+24)
  • Oakholm Farm Estate#32 → #14 (+18)
  • The 228 in Sterling#28 → #16 (+12)
  • The Barn at Gibbet Hill#25 → #15 (+10)
  • Chocksett Inn#20 → #11 (+9)
  • AC Hotel Worcester#9 → #5 (+4)
  • Harding Allen Estate#22 → #18 (+4)
  • The Commandery#5 → #2 (+3)
  • Mechanics Hall#11 → #8 (+3)
  • Harrington Farm#13 → #10 (+3)
📉 Top droppers
  • Worcester Art Museum#8 → #17 (-9)
  • Tuckerman Hall#7 → #13 (-6)
  • The Barn at Blackstone National#14 → #19 (-5)
  • The Barn at Wight Farm#15 → #20 (-5)
  • Bennetts Willow Barn Weddings#2 → #3 (-1)
  • Milliken Manor#21 → #22 (-1)
Per-engine coverage (avg over window)
ChatGPT70%
Claude80%
Perplexity100%
Gemini80%

Methodology

Each market is probed with 15 hand-curated holiday-search queries against four AI engines (ChatGPT via OpenRouter, Claude via OpenRouter, Perplexity sonar-pro, Gemini via OpenRouter). Engine coverage = % of queries where the engine returned at least one specific business name (not a refusal or generic OTA link). Rank movement compares the earliest and latest snapshot inside the4-week trailing window. Data frozen at 2026-W27 window end — this URL will never be edited.

Snapshots feeding this report: 2026-06-08 → 2026-07-05