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⏶ Open data · 2026-W24 · Jun 8 – Jun 14, 2026

13 US Tourism Cities × 4 AI Engines

How ChatGPT, Claude, Perplexity, and Gemini recommend Airbnb / hotel / motel properties across US tourism markets.

Markets
39
13 cities × 3 industries
Snapshots
65
Window: 4 weeks
Properties named
3559
Unique across all markets
Dominant engine
ChatGPT
avg coverage shown below

Avg per-engine coverage across 39 markets

  • ChatGPT1%
  • Claude1%
  • Perplexity0%
  • Gemini1%

Per-market data (39)

asheville·airbnb

2 snapshots
Median score
25
of cited businesses
Top score
100
single best
Properties named
186
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Wooded Oasis#103 → #9 (+94)
  • Craftsman Historic Home in River Arts District#89 → #3 (+86)
  • Modern Cabin w/ Fire Pit < 3 Mi to Trails!#110 → #24 (+86)
  • Heart Haven#97 → #23 (+74)
  • River Arts District Hidden Gem II#90 → #21 (+69)
📉 Top droppers
  • Riverside Bungalow#23 → #127 (-104)
  • Modern Mountain Retreat#22 → #103 (-81)
  • Modern Westside Retreat in Fairview, NC#21 → #100 (-79)
  • HUGE Dog-Friendly Lodge w/Hot Tub & Games#20 → #86 (-66)
  • Dreamin Hollow Cabin#12 → #60 (-48)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

asheville·hotel

2 snapshots
Median score
32
of cited businesses
Top score
90
single best
Properties named
91
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Omni Grove Park Inn#77 → #35 (+42)
  • Grand Bohemian Lodge Asheville, Autograph Collection#41 → #19 (+22)
  • Hampton Inn & Suites Asheville Biltmore Village#46 → #26 (+20)
  • SpringHill Suites by Marriott Asheville#48 → #28 (+20)
  • Candlewood Suites Asheville Downtown#33 → #16 (+17)
📉 Top droppers
  • Americas Best Value Inn Asheville by Sonesta#27 → #48 (-21)
  • Omni Grove Park Inn & Spa#40 → #61 (-21)
  • Econo Lodge Biltmore#29 → #45 (-16)
  • Village Hotel on Biltmore Estate#11 → #25 (-14)
  • Home2 Suites by Hilton Asheville Airport#18 → #32 (-14)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

asheville·motel

2 snapshots
Median score
26
of cited businesses
Top score
87
single best
Properties named
86
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Rodeway Inn & Suites Near Outlet Mall - Asheville#57 → #15 (+42)
  • Home2 Suites by Hilton Asheville Airport#68 → #32 (+36)
  • Country Inn & Suites by Radisson#67 → #35 (+32)
  • Whispering Pines Motel#38 → #7 (+31)
  • Mount-Vue Motel#59 → #28 (+31)
📉 Top droppers
  • Super 8 by Wyndham Black Mountain/Asheville East#20 → #60 (-40)
  • Motel Downtown Inn#19 → #51 (-32)
  • Wingate by Wyndham Fletcher at Asheville Airport#33 → #62 (-29)
  • Asheville Cabins of Willow Winds#16 → #44 (-28)
  • Holiday Inn Asheville - Biltmore West by IHG#30 → #55 (-25)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

austin·airbnb

2 snapshots
Median score
20
of cited businesses
Top score
90
single best
Properties named
214
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Diamond at Kenzie - Modern 2-Bedroom, North Austin#115 → #26 (+89)
  • Stylish and Cozy Airbnb near Domain (North Austin)#113 → #25 (+88)
  • Modern Farmhouse with Rooftop Deck Downtown Views!#85 → #2 (+83)
  • Luxury Group Retreat#122 → #43 (+79)
  • Midcentury Farmhouse with Treehouse Cabin#97 → #23 (+74)
📉 Top droppers
  • Zilker Park Townhome (A Barton Springs Oasis)#14 → #85 (-71)
  • Modern Austin Getaway#19 → #87 (-68)
  • Bear Creek Retreat Cottage#12 → #72 (-60)
  • Kaleido House#30 → #81 (-51)
  • Casa del Sol Bed and Breakfast at Lake Travis#25 → #70 (-45)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

austin·hotel

2 snapshots
Median score
28
of cited businesses
Top score
100
single best
Properties named
103
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • South Congress Hotel#76 → #42 (+34)
  • Lake Austin Spa Resort#68 → #37 (+31)
  • Hotel Van Zandt#30 → #4 (+26)
  • Firehouse Hostel#36 → #15 (+21)
  • Hotel Indigo Austin Downtown#32 → #16 (+16)
📉 Top droppers
  • Austin Marriott Downtown#41 → #70 (-29)
  • Hilton Austin Airport#7 → #24 (-17)
  • Atwell Suites Austin Airport#25 → #40 (-15)
  • Holiday Inn Austin Airport#11 → #25 (-14)
  • Hampton Inn & Suites Austin-Downtown/Convention Center#18 → #29 (-11)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

austin·motel

2 snapshots
Median score
12
of cited businesses
Top score
100
single best
Properties named
106
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Super 8 by Wyndham Austin South / I-35#90 → #18 (+72)
  • Motel 6 Austin Central#75 → #16 (+59)
  • Americas Best Value Inn Austin University by Sonesta#87 → #29 (+58)
  • La Quinta Inn & Suites#65 → #25 (+40)
  • Studio 6 Austin, TX - Airport#60 → #24 (+36)
📉 Top droppers
  • Orangewood Inn & Suites Midtown#9 → #69 (-60)
  • Super 8 by Wyndham#34 → #74 (-40)
  • InTown Suites Extended Stay Austin, TX – North Lamar Blvd#28 → #65 (-37)
  • Austin Motor Inn#3 → #36 (-33)
  • La Quinta Inn by Wyndham Austin Capitol / Downtown#42 → #72 (-30)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

bend·airbnb

2 snapshots
Median score
28
of cited businesses
Top score
100
single best
Properties named
186
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Mt. Bachelor Retreat#104 → #25 (+79)
  • 10 Min to Mt Bachelor Mountain View Condo#109 → #31 (+78)
  • Mill Quarter#86 → #11 (+75)
  • Columbia House#84 → #10 (+74)
  • Smith Rock Base Camp#82 → #9 (+73)
📉 Top droppers
  • Dog-Friendly Ranch Cottage w/ Yard ~ 13 Mi to Bend#9 → #85 (-76)
  • Tall Pine Tuckaway#22 → #88 (-66)
  • Seventh Mountain Resort Condo#31 → #93 (-62)
  • Spectacular Luxury Lodge Hot Tub Private Lake-Bend#16 → #57 (-41)
  • Millpointe Studio#13 → #45 (-32)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

bend·hotel

2 snapshots
Median score
17
of cited businesses
Top score
100
single best
Properties named
71
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Old St. Francis School Hotel - McMenamins#51 → #19 (+32)
  • Tetherow Hotel & Resort#46 → #24 (+22)
  • La Quinta Inn by Wyndham Bend#33 → #12 (+21)
  • Red Lion Inn & Suites#50 → #33 (+17)
  • Sunriver Resort#25 → #10 (+15)
📉 Top droppers
  • Bunk+Brew Historic Lucas House#15 → #57 (-42)
  • LOGE Bend#24 → #58 (-34)
  • Sugarloaf Mountain Motel#13 → #44 (-31)
  • Tetherow Hotel#23 → #54 (-31)
  • Days Inn by Wyndham Bend#21 → #46 (-25)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

bend·motel

2 snapshots
Median score
26
of cited businesses
Top score
100
single best
Properties named
70
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Holiday Inn Express & Suites Bend South#59 → #29 (+30)
  • Rainbow Motel#53 → #28 (+25)
  • Motel Cascade Lodge#50 → #26 (+24)
  • La Quinta Inn by Wyndham#58 → #37 (+21)
  • Country Inn & Suites by Radisson#60 → #42 (+18)
📉 Top droppers
  • Campfire Hotel Bend#18 → #33 (-15)
  • Motel Bend Inn & Suites#13 → #27 (-14)
  • Super 8 by Wyndham Bend#12 → #24 (-12)
  • Comfort Suites Redmond Airport#31 → #43 (-12)
  • TownePlace Suites Bend Near Mt. Bachelor#15 → #25 (-10)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

charleston·airbnb

1 snapshot
Median score
28
of cited businesses
Top score
87
single best
Properties named
104
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

charleston·hotel

1 snapshot
Median score
28
of cited businesses
Top score
100
single best
Properties named
43
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

charleston·motel

1 snapshot
Median score
16
of cited businesses
Top score
90
single best
Properties named
77
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

joshua tree·airbnb

2 snapshots
Median score
18
of cited businesses
Top score
90
single best
Properties named
136
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Hidden Valley Cottage#93 → #3 (+90)
  • Stargate Joshua Tree#64 → #8 (+56)
  • Acido Dorado#86 → #30 (+56)
  • Off Grid Desert Yurt Getaway#49 → #23 (+26)
  • Siesta 29#27 → #7 (+20)
📉 Top droppers
  • SkyDweller#30 → #85 (-55)
  • Wander Pioneertown Saloon#25 → #72 (-47)
  • Romantic Bungalow | Pool, Hot Tub & Views#24 → #64 (-40)
  • Amaru Muru: The Stargate of the Desert#13 → #46 (-33)
  • Sunset Heights by Homestead Modern#20 → #44 (-24)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

joshua tree·hotel

2 snapshots
Median score
33
of cited businesses
Top score
100
single best
Properties named
65
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • High Desert Motel Joshua Tree#49 → #25 (+24)
  • Oasis Inn & Suites Joshua Tree National Park#31 → #17 (+14)
  • Peak by Fieldtrip#32 → #18 (+14)
  • Gaia Villa Joshua Tree#45 → #42 (+3)
  • Joshua Tree Retreat (Haeven)#46 → #43 (+3)
📉 Top droppers
  • Rimrock Ranch#26 → #50 (-24)
  • Villa Kuro#13 → #29 (-16)
  • Oasis Inn & Suites#18 → #34 (-16)
  • High Desert Motel#16 → #30 (-14)
  • Holiday Inn Express & Suites Twentynine Palms- Joshua Tree#30 → #35 (-5)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

joshua tree·motel

2 snapshots
Median score
24
of cited businesses
Top score
100
single best
Properties named
43
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Travelodge Inn and Suites Yucca Valley Joshua Tree Natl Park#37 → #16 (+21)
  • Fairfield Inn & Suites#35 → #24 (+11)
  • Travelodge Inn and Suites#36 → #26 (+10)
  • Holiday Inn Express & Suites Twentynine Palms- Joshua Tree#38 → #28 (+10)
  • Super 8 by Wyndham Yucca Valley/Joshua Tree Nat Pk Area#31 → #22 (+9)
📉 Top droppers
  • Joshua Tree RV & Campground#19 → #30 (-11)
  • AutoCamp Joshua Tree#8 → #17 (-9)
  • High Desert Motel Joshua Tree National Park#9 → #18 (-9)
  • Sure Stay Plus by Best Western Twentynine Palms Joshua Tree#18 → #23 (-5)
  • Fairfield Inn & Suites Twentynine Palms-Joshua Tree National Park#11 → #15 (-4)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

lake tahoe·airbnb

2 snapshots
Median score
23
of cited businesses
Top score
100
single best
Properties named
185
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Doris's Place#116 → #23 (+93)
  • Prime Walk-to-Heavenly Townhome w/ A/C | TW702 | RnR Vacation Rentals#109 → #21 (+88)
  • Waterfront Lake Tahoe Retreat w/Private Boat Dock#100 → #20 (+80)
  • 2460 Lupine Trail#69 → #19 (+50)
  • Gold Family Escape#59 → #17 (+42)
📉 Top droppers
  • Lodgepole Lair#16 → #115 (-99)
  • Honeymoon Studio in Lakeland Village#14 → #87 (-73)
  • Emerald Bay Retreat#6 → #68 (-62)
  • Spacious 3BR Tahoe Donner Getaway with Hot Tub!#61 → #111 (-50)
  • Zalanta Resort#8 → #26 (-18)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

lake tahoe·hotel

2 snapshots
Median score
17
of cited businesses
Top score
100
single best
Properties named
87
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Mourelatos Lakeshore Resort#70 → #30 (+40)
  • Tahoe Vista Inn and Marina#41 → #10 (+31)
  • Everline Resort and Spa#47 → #21 (+26)
  • Edgewood Tahoe#28 → #6 (+22)
  • Lakeshore Lodge & Spa#38 → #20 (+18)
📉 Top droppers
  • Donner Lake Inn#30 → #60 (-30)
  • Coachman Hotel#29 → #55 (-26)
  • Zalanta Resort at the Village#13 → #35 (-22)
  • Hotel Elevation#25 → #46 (-21)
  • Heavenly Village Condos - Grand Residence#22 → #40 (-18)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

lake tahoe·motel

2 snapshots
Median score
33
of cited businesses
Top score
100
single best
Properties named
74
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Big Pines Mountain House#49 → #15 (+34)
  • Coachman Hotel#26 → #6 (+20)
  • Holiday Inn Express & Suites Reno Airport#54 → #37 (+17)
  • Quality Inn & Suites Reno Airport#55 → #38 (+17)
  • Beverly Lodge#29 → #17 (+12)
📉 Top droppers
  • Adventure Lodge#25 → #59 (-34)
  • Ambassador Lake Tahoe#16 → #48 (-32)
  • Stardust Lodge#32 → #56 (-24)
  • Motel 6 S Lake Tahoe#47 → #57 (-10)
  • Tamarack Lodge Motel#12 → #21 (-9)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

nashville·airbnb

2 snapshots
Median score
28
of cited businesses
Top score
100
single best
Properties named
134
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Romantic Hideaway / Near Downtown & Stadium#96 → #26 (+70)
  • Casa Rover#79 → #22 (+57)
  • Famous Music Row Presidential Suite w/ Guitar Pool#72 → #20 (+52)
  • Hold My HALO : Lainey's Penthouse - POOL! Parking!#94 → #48 (+46)
  • 3 Bedroom / 3 Bath, Walk to Vanderbilt or Hospital#56 → #16 (+40)
📉 Top droppers
  • Dolly's Retreat#12 → #85 (-73)
  • Above Nashville Classic#10 → #77 (-67)
  • Underwood Manor#1 → #28 (-27)
  • Tennessee Rock Star#8 → #25 (-17)
  • Blooming Bungalow#11 → #27 (-16)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

nashville·hotel

2 snapshots
Median score
26
of cited businesses
Top score
100
single best
Properties named
91
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Crowne Plaza Nashville Airport#74 → #24 (+50)
  • SpringHill Suites Nashville Downtown/Convention Center#55 → #19 (+36)
  • Holiday Inn Nashville-Vanderbilt#43 → #28 (+15)
  • Tru by Hilton Nashville Downtown Convention Center#32 → #18 (+14)
  • Waymore's Hotel#76 → #62 (+14)
📉 Top droppers
  • Cambria Hotel Nashville Airport#10 → #34 (-24)
  • Sheraton Music City Nashville Airport#11 → #35 (-24)
  • Four Seasons Hotel Nashville#29 → #51 (-22)
  • Four Seasons Nashville#44 → #64 (-20)
  • Loews Nashville Hotel at Vanderbilt Plaza#13 → #30 (-17)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

nashville·motel

2 snapshots
Median score
23
of cited businesses
Top score
100
single best
Properties named
83
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Holiday Inn Express Nashville Downtown - Broadway#59 → #26 (+33)
  • Holiday Inn Express & Suites Nashville I-40 & I-24 (Spence Ln)#36 → #11 (+25)
  • Motel 6 Nashville, TN - Airport#27 → #12 (+15)
  • Their Is Motel#37 → #24 (+13)
  • Hampton Inn Nashville Airport#24 → #17 (+7)
📉 Top droppers
  • Nashville KOA Resort#12 → #53 (-41)
  • Super 8 by Wyndham Nashville Near Downtown / I-40#8 → #34 (-26)
  • Drury Inn & Suites Nashville Airport#23 → #38 (-15)
  • Nashville RV Resort and Cabins#45 → #54 (-9)
  • Springhill Suites Nashville Metrocenter#13 → #21 (-8)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

new orleans·airbnb

1 snapshot
Median score
33
of cited businesses
Top score
100
single best
Properties named
106
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

new orleans·hotel

1 snapshot
Median score
18
of cited businesses
Top score
100
single best
Properties named
90
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity1%
Gemini1%

new orleans·motel

1 snapshot
Median score
14
of cited businesses
Top score
90
single best
Properties named
77
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

park city·airbnb

1 snapshot
Median score
19
of cited businesses
Top score
90
single best
Properties named
108
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

park city·hotel

1 snapshot
Median score
25
of cited businesses
Top score
100
single best
Properties named
63
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

park city·motel

2 snapshots
Median score
15
of cited businesses
Top score
100
single best
Properties named
103
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Newpark 304A Studio#69 → #27 (+42)
  • Holiday Inn & Suites Salt Lake City-Airport West#62 → #23 (+39)
  • Silver King 312#48 → #33 (+15)
  • Main & Sky Park City#60 → #46 (+14)
  • Stay Park City#20 → #11 (+9)
📉 Top droppers
  • Motel 6 Park City#33 → #65 (-32)
  • Motel 6 Lehi, UT – Thanksgiving Point#36 → #68 (-32)
  • Mac's Motel#25 → #52 (-27)
  • Bear Hollow Village#41 → #63 (-22)
  • Microtel Inn & Suites#39 → #58 (-19)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

portland·airbnb

1 snapshot
Median score
22
of cited businesses
Top score
90
single best
Properties named
112
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

portland·hotel

1 snapshot
Median score
40
of cited businesses
Top score
100
single best
Properties named
48
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

portland·motel

1 snapshot
Median score
14
of cited businesses
Top score
90
single best
Properties named
90
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

savannah·airbnb

1 snapshot
Median score
19
of cited businesses
Top score
80
single best
Properties named
92
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

savannah·hotel

2 snapshots
Median score
37
of cited businesses
Top score
100
single best
Properties named
56
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Hotel Indigo Savannah Historic District#38 → #9 (+29)
  • Red Roof Inn Savannah – Southside/Midtown#25 → #12 (+13)
  • Holiday Inn Express & Suites Savannah - Midtown#32 → #22 (+10)
  • Kimpton Brice Hotel#11 → #3 (+8)
  • Bellwether House#7 → #2 (+5)
📉 Top droppers
  • Perry Lane Hotel, a Luxury Collection Hotel, Savannah#29 → #48 (-19)
  • Hotel Bardo Savannah#4 → #20 (-16)
  • Marriott Savannah Riverfront#5 → #21 (-16)
  • 17Hundred90 Inn#14 → #30 (-16)
  • Bohemian Hotel Savannah Riverfront#6 → #19 (-13)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

savannah·motel

1 snapshot
Median score
14
of cited businesses
Top score
90
single best
Properties named
88
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
none in window
📉 Top droppers
none in window
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

sedona·airbnb

2 snapshots
Median score
20
of cited businesses
Top score
90
single best
Properties named
168
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Enchanted Forest de Sedona#98 → #32 (+66)
  • Sanctuary at Sacred Mesa#77 → #15 (+62)
  • Magical Sedona Stay – Hot Tub, Fire Pit & Trails#72 → #20 (+52)
  • Sedona Family Vacation Home#63 → #18 (+45)
  • Sedona Golf, Pool and Hot Tub by Bell Rock-Views#86 → #46 (+40)
📉 Top droppers
  • Sedona Hideaway#35 → #104 (-69)
  • Starview Sedona | 4BR Pool Home & Stargazing#47 → #101 (-54)
  • Yoga Retreat Room Near Cathedral Rock#27 → #78 (-51)
  • 1 Mi to Cathedral Rock Trailhead: Home w/ Sunroom#24 → #73 (-49)
  • Castle Rock Serenity | 1 Bed Sedona, AZ Condo#25 → #74 (-49)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

sedona·hotel

2 snapshots
Median score
32
of cited businesses
Top score
100
single best
Properties named
54
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • L’Auberge de Sedona#49 → #32 (+17)
  • Sky Ranch Lodge#31 → #18 (+13)
  • Hotel El Portal Sedona#36 → #23 (+13)
  • Aiden by Best Western Sedona#25 → #13 (+12)
  • Mii amo Spa Resort#39 → #31 (+8)
📉 Top droppers
  • Sedona Springs Resort#13 → #20 (-7)
  • Sedona Village Lodge#15 → #22 (-7)
  • Courtyard by Marriott Sedona#20 → #27 (-7)
  • Kokopelli Inn Sedona, Trademark Collection by Wyndham#22 → #28 (-6)
  • Kokopelli Inn Sedona#23 → #29 (-6)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

sedona·motel

2 snapshots
Median score
21
of cited businesses
Top score
90
single best
Properties named
88
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Dreamcatcher Inn of Sedona#45 → #2 (+43)
  • Kokopelli Inn Sedona, Trademark Collection by Wyndham#47 → #18 (+29)
  • Sedona Village Lodge#29 → #5 (+24)
  • Sedona Hilltop Inn#34 → #13 (+21)
  • Sugar Loaf Lodge#5 → #1 (+4)
📉 Top droppers
  • Wildflower Inn at Bell Rock#6 → #38 (-32)
  • Southwest Inn Sedona#11 → #42 (-31)
  • Mountain Modern Sedona#12 → #39 (-27)
  • GreenTree Inn#13 → #37 (-24)
  • Arabella Hotel Sedona#4 → #24 (-20)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

woodstock ny·airbnb

2 snapshots
Median score
19
of cited businesses
Top score
100
single best
Properties named
108
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Wander Woodstock Ridge#78 → #16 (+62)
  • Phoenicia Woodstock A-Frame Cabin w/Hot Tub#75 → #29 (+46)
  • Brookside, Walk to Town Center, Dog Friendly#64 → #23 (+41)
  • Romantic Zen Cabin in the Woods#68 → #28 (+40)
  • In-Town Woodstock Retreat • Hot Tub • Dog-Friendly#63 → #24 (+39)
📉 Top droppers
  • Esopus Sanctuary Waterfront Cabin#9 → #80 (-71)
  • Maple House#17 → #50 (-33)
  • Woodstock Mountainside Retreat with Breathtaking Catskills Views#15 → #45 (-30)
  • Beautiful, Tranquil Woodstock Mountain House in the Middle of 4 Wooded Acres#25 → #48 (-23)
  • In-Town Woodstock Retreat#11 → #25 (-14)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

woodstock ny·hotel

2 snapshots
Median score
23
of cited businesses
Top score
100
single best
Properties named
36
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • 137 Tinker#17 → #6 (+11)
  • Woodstock Highlands#16 → #11 (+5)
  • Edgewood Catskills#19 → #15 (+4)
  • Woodstock Inn on the Millstream#12 → #9 (+3)
  • Woodstock Country Inn#13 → #10 (+3)
📉 Top droppers
  • Menla Resort & Destination Spa#10 → #30 (-20)
  • Woodstock Inn & Resort#14 → #22 (-8)
  • Overlook Hotel#7 → #12 (-5)
  • Deer Mountain Inn#9 → #14 (-5)
  • Diamond Mills Hotel#11 → #16 (-5)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

woodstock ny·motel

2 snapshots
Median score
28
of cited businesses
Top score
100
single best
Properties named
75
unique, window
Avg coverage
1%
across 4 engines
📈 Top movers
  • Starlite Motel#63 → #28 (+35)
  • AutoCamp Catskills#69 → #42 (+27)
  • Holiday Inn Express & Suites Saugerties#44 → #19 (+25)
  • Baumann's Brookside Resort#54 → #35 (+19)
  • Winter Clove Inn#55 → #36 (+19)
📉 Top droppers
  • Overlook Hotel#13 → #34 (-21)
  • Catskill Seasons Inn#9 → #24 (-15)
  • Baumann's Brookside Pool Motel#25 → #37 (-12)
  • Melour Resort#26 → #38 (-12)
  • Shandaken Inn#28 → #39 (-11)
Per-engine coverage (avg over window)
ChatGPT1%
Claude1%
Perplexity0%
Gemini1%

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-W24 window end — this URL will never be edited.

Snapshots feeding this report: 2026-05-182026-06-14