What AI engines actually recommend
for Oxnard Wedding Venue
We probed 4 AI engines (ChatGPT, Claude, Perplexity, Gemini) with 15 real customer-search queries about Oxnard wedding_venue. 34 unique businesses were named across the answers. Engine coverage (% of queries that returned a specific recommendation): Perplexity 100% · ChatGPT 60% · Claude 80% · Gemini 87%. Most-cited business: Heritage Square Oxnard (29 citations across 4 engines). Below is the live data — every number is computed from the AI answers shown in the per-query breakdown.
Engine coverage
% of queries where the engine returned a specific business name (not just “search Booking.com” or a refusal).
Top 3 — who wins this market
Most-cited businesses
34 businesses named across 15 queries| Rank | Property | ChatGPT | Claude | Perplexity | Gemini | Total | Score |
|---|---|---|---|---|---|---|---|
| 1 | Heritage Square Oxnard | 6 | 8 | 8 | 7 | 29 | 100 |
| 2 | Oxnard Historic Farm Park | 2 | 6 | · | 2 | 10 | 51 |
| 3 | The Tower Club | 3 | · | · | 5 | 8 | 37 |
| 4 | Zachari Dunes Mandalay Beach Resort | · | · | 9 | · | 9 | 29 |
| 5 | Marez Events Center | · | · | 8 | · | 8 | 27 |
| 6 | River Ridge Golf Club | · | · | 6 | · | 6 | 22 |
| 7 | The Vineyards | · | · | 6 | · | 6 | 22 |
| 8 | Greengate Ranch & Vineyard | · | 5 | · | · | 5 | 20 |
| 9 | La Lomita Ranch | · | 5 | · | · | 5 | 20 |
| 10 | Naughty Pine Brewing Company | · | · | 4 | · | 4 | 18 |
| 11 | Hartley Botanica | · | · | 4 | · | 4 | 18 |
| 12 | Heavenly Doves By JERRY GARCIA | · | · | 3 | · | 3 | 16 |
| 13 | Holiday Inn Oxnard - Ventura | · | · | 3 | · | 3 | 16 |
| 14 | Casi Cielo Vineyards | · | · | 2 | · | 2 | 14 |
| 15 | The Mission Chapel Ventura County | · | · | 2 | · | 2 | 14 |
| 16 | Hilton Garden Inn - Oxnard/Camarillo | · | · | 2 | · | 2 | 14 |
| 17 | Four Brix Winery | · | · | 2 | · | 2 | 14 |
| 18 | The Mullin Automotive Museum | · | · | 2 | · | 2 | 14 |
| 19 | Zaca Mesa Winery | · | · | · | 1 | 1 | 12 |
| 20 | Vega Vineyard & Farm | · | · | · | 1 | 1 | 12 |
▸▾Show all 34 businesses(rank 21 – 34)
| 21 | Eden Gardens | · | · | 1 | · | 1 | 12 |
| 22 | Tuscan Rose Ranch | · | · | 1 | · | 1 | 12 |
| 23 | McCormick Home Ranch | · | · | 1 | · | 1 | 12 |
| 24 | Wolfe Canyon Ranch | · | · | 1 | · | 1 | 12 |
| 25 | Gerry Ranch | · | · | 1 | · | 1 | 12 |
| 26 | Rancho De Las Palmas | · | · | 1 | · | 1 | 12 |
| 27 | Staybridge Suite Oxnard River Ridge | · | · | 1 | · | 1 | 12 |
| 28 | Residence Inn Oxnard River Ridge | · | · | 1 | · | 1 | 12 |
| 29 | The Ojai Ranch | · | · | 1 | · | 1 | 12 |
| 30 | Cantara Cellars | · | · | 1 | · | 1 | 12 |
| 31 | Pacific View Tower | · | · | 1 | · | 1 | 12 |
| 32 | Newhall Mansion | · | · | 1 | · | 1 | 12 |
| 33 | The Colony Estate | · | · | 1 | · | 1 | 12 |
| 34 | Bard Mansion | · | · | 1 | · | 1 | 12 |
Total = sum of citations across all engines × all queries. Score = density-weighted with cross-engine consensus.
Per-query breakdown
click any row to read what each AI actually saidGroup"estate or mansion wedding venue in Oxnard"0 engines
Group"best wedding venues in Oxnard"0 engines
Group"wedding venues in Oxnard that allow outside catering"0 engines
Group"outdoor garden wedding venues in Oxnard"0 engines
Group"Oxnard barn or farm wedding venues"0 engines
We probe 4 AI engines weekly with 15 hand-curated customer queries per market. The remaining 10 answers (rank, citations, exact engine wording) unlock with Pro $49/mo. The full prompt library is Agency-tier IP — see pricing.
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Data snapshot generated June 30, 2026. Refreshed weekly. findloc.ai is independent — we are not affiliated with OpenAI, Anthropic, Perplexity or Google. AI engine answers shown are quoted verbatim from public API responses and may change between snapshots.