We asked every big AI at once the same buyer questions, verbatim. Here’s what they actually said — the Top 10, and all 78 they named.
| # | Business | Named | Named by |
|---|---|---|---|
| 1 | Neptune Oyster (North End) | 4× | Claude, Google AI, Perplexity |
| 2 | O Ya (Leather District) | 3× | Claude, Google AI, Perplexity |
| 3 | Row 34 (Seaport & Cambridge) | 3× | Google AI, Perplexity |
| 4 | Sarma | 3× | Claude, Google AI, Perplexity |
| 5 | Comfort Kitchen (Dorchester) | 2× | Claude, Perplexity |
| 6 | For Fine Dining & Special Occasions | 2× | Google AI |
| 7 | Fox & the Knife (South Boston) | 2× | Google AI, Perplexity |
| 8 | La Padrona (Back Bay) | 2× | Claude, Perplexity |
| 9 | Mamma Maria (North End) | 2× | Google AI |
| 10 | Tonino | 2× | Perplexity |
| # | Business | Named | Named by |
|---|---|---|---|
| 1 | Neptune Oyster (North End) | 4× | Claude, Google AI, Perplexity |
| 2 | O Ya (Leather District) | 3× | Claude, Google AI, Perplexity |
| 3 | Row 34 (Seaport & Cambridge) | 3× | Google AI, Perplexity |
| 4 | Sarma | 3× | Claude, Google AI, Perplexity |
| 5 | Comfort Kitchen (Dorchester) | 2× | Claude, Perplexity |
| 6 | For Fine Dining & Special Occasions | 2× | Google AI |
| 7 | Fox & the Knife (South Boston) | 2× | Google AI, Perplexity |
| 8 | La Padrona (Back Bay) | 2× | Claude, Perplexity |
| 9 | Mamma Maria (North End) | 2× | Google AI |
| 10 | Tonino | 2× | Perplexity |
| 11 | Atlantic Fish | 1× | Perplexity |
| 12 | Best Neighborhood Restaurant | 1× | Claude |
| 13 | Best Seafood Restaurant | 1× | Claude |
| 14 | Bistro | 1× | Perplexity |
| 15 | Bistro du Midi | 1× | Perplexity |
| 16 | Boston Magazine | 1× | Google AI |
| 17 | Cambridge/Somerville | 1× | Google AI |
| 18 | Carmelina’s | 1× | Perplexity |
| 19 | Consult Boston’s Top Food Experts (Best for browsing ideas) | 1× | Google AI |
| 20 | Contessa | 1× | Google AI |
| 21 | Contessa (Back Bay) | 1× | Google AI |
| 22 | Cuisine preference | 1× | Google AI |
| 23 | Dalia | 1× | Perplexity |
| 24 | Devra First (The Boston Globe) | 1× | Google AI |
| 25 | Eater Boston | 1× | Google AI |
| 26 | Eventide Oyster Co. (Fenway) | 1× | Google AI |
| 27 | Flavor-Packed Modern Hits & Global Dining | 1× | Google AI |
| 28 | For a special, highly acclaimed seafood experience | 1× | Claude |
| 29 | For a trendy, high-rated spot | 1× | Claude |
| 30 | For Acclaimed Modern & Small Plates | 1× | Google AI |
| 31 | For Casual & Historic Favorites | 1× | Google AI |
| 32 | For Classic Boston Seafood | 1× | Google AI |
| 33 | For classic New England seafood | 1× | Claude |
| 34 | For Classic Seafood & Oysters | 1× | Google AI |
| 35 | For Italian & Romantic Dinners | 1× | Google AI |
| 36 | For something newer and buzzy | 1× | Claude |
| 37 | For standout Italian | 1× | Claude |
| 38 | For Top-Tier Italian | 1× | Google AI |
| 39 | For upscale hotel dining | 1× | Claude |
| 40 | For Views & Atmosphere | 1× | Google AI |
| 41 | Giulia | 1× | Claude |
| 42 | Giulia (Cambridge / Porter Square) | 1× | Google AI |
| 43 | Incredible Mediterranean & Mezze | 1× | Google AI |
| 44 | Insider tip | 1× | Google AI |
| 45 | James Hook | 1× | Perplexity |
| 46 | Maggiano’s | 1× | Perplexity |
| 47 | Major Food Group | 1× | Google AI |
| 48 | Menton | 1× | Perplexity |
| 49 | Must-try | 1× | Google AI |
| 50 | My recommendation | 1× | Claude |
| 51 | Myers + Chang (South End) | 1× | Google AI |
| 52 | Neighborhood Dining | 1× | Google AI |
| 53 | North End | 1× | Google AI |
| 54 | Oleana | 1× | Google AI |
| 55 | Oleana (Cambridge) | 1× | Google AI |
| 56 | OpenTable | 1× | Google AI |
| 57 | Ostra (Theater District) | 1× | Claude |
| 58 | Ostra at | 1× | Perplexity |
| 59 | Pammy's | 1× | Claude |
| 60 | Pammy’s | 1× | Perplexity |
| 61 | Plan Ahead | 1× | Google AI |
| 62 | Price point / Occasion | 1× | Google AI |
| 63 | Regina Pizzeria | 1× | Google AI |
| 64 | Sarma (Somerville) | 1× | Google AI |
| 65 | Seafood & Essential Oyster Bars | 1× | Google AI |
| 66 | Seaport | 1× | Google AI |
| 67 | Somaek (Downtown Crossing) | 1× | Google AI |
| 68 | South End | 1× | Google AI |
| 69 | Specific area | 1× | Google AI |
| 70 | Standout Pasta & Italian | 1× | Google AI |
| 71 | The Michelin Guide (Boston) | 1× | Google AI |
| 72 | The Paramount | 1× | Perplexity |
| 73 | Via Cannuccia | 1× | Perplexity |
| 74 | Walk-in Friendly | 1× | Google AI |
| 75 | Who to call | 1× | Google AI |
| 76 | Why Go | 1× | Google AI |
| 77 | Why it’s famous | 1× | Google AI |
| 78 | Yvonne’s (Downtown Crossing) | 1× | Google AI |
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These scores are live — click any business to see how often AI named it over time; click again to close.