The scoreboard
Every restaurant the engines actually named, tallied across all five, EN + FR. The prompt panel is balanced (equal Argentinian and Spanish prompts), so the story is not how many mentions each side gets — it is how concentrated they are.
🇦🇷 Argentina — a front three
| # | Restaurant | Mentions | Engines |
|---|---|---|---|
| 1 | LOCO | 124 | 5/5 |
| 2 | Santa Carne | 116 | 5/5 |
| 3 | Les Grillades de Buenos Aires | 103 | 5/5 |
| 4 | Volver | 52 | 5/5 |
| 5 | La Recoleta | 46 | 5/5 |
| 6 | Biondi | 46 | 5/5 |
| 7 | Anahí | 37 | 3/5 |
| 8 | Bistro Caminito | 33 | 4/5 |
🇪🇸 Spain — a committee
| # | Restaurant | Mentions | Engines |
|---|---|---|---|
| 1 | Bodega Potxolo | 91 | 5/5 |
| 2 | Buenas | 68 | 5/5 |
| 3 | Le Chien Andalou | 62 | 5/5 |
| 4 | Les Piétons | 53 | 5/5 |
| 5 | La Abuela | 34 | 3/5 |
| 6 | Rosario | 33 | 5/5 |
| 7 | La Nocería | 33 | 4/5 |
| 8 | Les Caves Saint-Gilles | 32 | 4/5 |
Where the winners are
The 12 most-recommended brands, plotted. Blue is Argentina, red is Spain — click a marker for its per-engine breakdown. (Brands group venues sharing a website: #5 covers the Barrio Norte family — Palermo, La Recoleta and Bistro Caminito.)
Top 12 most-recommended brands — popups show per-engine recommendations
Every engine agrees: Spain diffuses
With balanced prompts, both sides draw roughly equal mention volume. But the number of distinct venues each engine reaches for is consistently higher for Spain — it spreads its bets, Argentina concentrates. This holds on all five engines, so it is an engine-wide pattern, not a one-model quirk.
*Google AI Mode: US-proxy only (see caveats).
Prompt by prompt
The same pattern, one level down. Argentina’s eight prompts funnel into the same few venues (74 distinct across the whole arm); Spain’s spread over 119. And the moment a prompt goes dish-first (“best tapas”, “where to watch the final”), the field scatters — “best tapas” alone spreads its 145 mentions over 54 distinct venues, and the two watch-party prompts over 52 and 66.
| Prompt family | Prompts | Mentions | Distinct venues | Top pick |
|---|---|---|---|---|
| 🇦🇷 Argentina arm | 8 | 799 | 74 | LOCO (107) |
| 🇪🇸 Spain arm | 8 | 834 | 119 | Bodega Potxolo (76) |
| ⚽ World-Cup hook | 4 | 373 | 138 | Santa Carne / LOCO (22) |
🇦🇷 Argentina arm
| Prompt | Mentions | Distinct | Top pick |
|---|---|---|---|
| best Argentinian restaurant in Parismeilleur restaurant argentin à Paris | 110 | 25 | LOCO (16) |
| best Argentinian steakhouse in Parismeilleur grill argentin à Paris | 95 | 21 | LOCO (17) |
| where to eat asado in Parisoù manger un asado à Paris | 100 | 24 | ASADO (15) |
| best empanadas in Parismeilleures empanadas à Paris | 118 | 39 | Clásico Argentino (12) |
| best place for Argentinian beef in Parismeilleure viande argentine à Paris | 97 | 22 | LOCO (17) |
| best Argentinian restaurant with Malbec in Parisrestaurant argentin avec du Malbec à Paris | 90 | 24 | LOCO (16) |
| most authentic Argentinian restaurant in Parisrestaurant argentin le plus authentique à Paris | 101 | 29 | LOCO (14) |
| best Argentinian restaurant in Paris for a grouprestaurant argentin pour un grand groupe à Paris | 88 | 19 | Santa Carne (14) |
🇪🇸 Spain arm
| Prompt | Mentions | Distinct | Top pick |
|---|---|---|---|
| best Spanish restaurant in Parismeilleur restaurant espagnol à Paris | 119 | 35 | Bodega Potxolo (14) |
| best tapas in Parismeilleures tapas à Paris | 145 | 54 | Bodega Potxolo (12) |
| best paella in Parismeilleure paella à Paris | 102 | 25 | La Paella (17) |
| most authentic Spanish restaurant in Parisrestaurant espagnol le plus authentique à Paris | 85 | 29 | Bodega Potxolo (13) |
| best Spanish restaurant for jamón ibérico in Parismeilleur restaurant espagnol pour le jambon ibérique à Paris | 89 | 34 | Bellota Bellota (10) |
| best Spanish tapas bar in Parismeilleur bar à tapas à Paris | 106 | 42 | Bodega Potxolo (13) |
| best Spanish restaurant in Paris for a grouprestaurant espagnol pour un grand groupe à Paris | 97 | 33 | Buenas (9) |
| best Spanish restaurant with Rioja in Parisrestaurant espagnol avec du Rioja à Paris | 91 | 38 | Bodega Potxolo (9) |
⚽ World-Cup hook
| Prompt | Mentions | Distinct | Top pick |
|---|---|---|---|
| where to watch the World Cup final in Paris with Argentinian foodoù regarder la finale de la Coupe du Monde à Paris en mangeant argentin | 98 | 52 | Volver (11) |
| where to watch the World Cup final in Paris with Spanish tapasoù regarder la finale de la Coupe du Monde à Paris avec des tapas | 103 | 66 | Les Piétons (7) |
| best Argentinian restaurant in Paris to celebrate a World Cup winmeilleur restaurant argentin à Paris pour fêter une victoire en Coupe du Monde | 84 | 27 | LOCO (16) |
| best Spanish restaurant in Paris to celebrate a World Cup winmeilleur restaurant espagnol à Paris pour fêter une victoire en Coupe du Monde | 88 | 33 | Bodega Potxolo (13) |
Mentions = recommended-venue mentions extracted from the answer prose, EN + FR combined; every prompt got 18 captures (5 engines × US + FR proxy × EN + FR, minus the two rejected AI Mode × FR-proxy slots).
Argentina is more grounded, too
We matched every named venue back to a registry of 81 real Paris restaurants (42 Argentinian, 39 Spanish) seeded from Google Maps using only cuisine-specific categories. Result: 79% of Argentine mentions resolve to a real venue, vs 63% of Spanish mentions. That 63% is a floor — exact matching only, and the registry deliberately excludes generically-labelled venues — but the gap is consistent: the AIs are shakier about Spain’s Paris scene than Argentina’s. They not only prefer Argentina, they hallucinate it less.
The 81-venue seed registry — 42 Argentinian, 39 Spanish
Two things we didn’t expect
The map widget lies
ChatGPT’s structured map widget crowned Bistro Caminito as the #1 Argentinian pick (33 map appearances). But across the engines’ actual prose, Caminito is only #8 — the real consensus is LOCO and Santa Carne. What an AI plots on a map is not what it tells you in words. If you optimise for one, you can lose the other.
Argentina invades the Spanish results
Ranked #6 in the Spanish arm, named by all five engines: “Rosario” — which is, of course, an Argentine city (and Messi’s hometown). Even Spain’s list can’t keep Argentina out. (A little French bleed shows up too — generic bistros like Les Piétons and Les Caves slip into both arms; an entity-recognition caveat on any leaderboard like this.)
How we ran it
- Panel: 20 templates — matched Argentinian and Spanish arms (control + steak/asado/empanadas/malbec, tapas/paella/jamón/rioja) plus a World-Cup hook — in English and French. Full list with per-prompt results above.
- Engines: ChatGPT, Perplexity, Gemini, Copilot, Google AI Mode, each on a US and a FR proxy. 360 captures.
- Mentions: restaurant names extracted from each answer with a named-entity-recognition pipeline — 2,006 mentions.
- Registry: 81 real venues seeded from Apify Google Maps using only the cuisine-specific categories (Argentinian / Spanish / tapas / Latin-American) — deliberately no generic “Restaurant”, to keep the head-to-head clean.