# La Pref: Agent-Direct Score F (0%)

Site: http://www.resto.fr/restaurant/toulouse/la_pref/34709
Report: https://directindex.org/r/resto.fr
Scanned: 2026-10-21 (Provisional, with the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
The scanner couldn't reach La Pref's website on 2026-10-21 (http 403). Rescans are free.
AI assistants can't open La Pref's website, so they go by what other sites say about it.

## Direct links
- Phone: 05 62 26 64 03
- Address: 1 rue Riguepels, Toulouse

## Nearby, also direct
Places near La Pref that take a booking or an order on their own website, with no marketplace in between.
- M. Georges (210 m): https://directindex.org/r/monsieurgeorges.fr
- Terra Tolosa (270 m): https://directindex.org/r/terra-tolosa.fr
- Le Genty Magre (370 m): https://directindex.org/r/legentymagre.com
- Amore Mia (390 m): https://directindex.org/r/amore-mia.fr
- Le Père Léon (460 m): https://directindex.org/r/pere-leon.com

## What to fix first
- **The site couldn't be read at all.** The server refuses the request outright. That usually means a firewall rule aimed at bots. A real browser tried too and got http_403.

## Already right
- Nothing.

## Where it stands
709 of 734 in Toulouse. Top 97% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 99% | no |
| Publish the menu or price list as HTML | 96% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 95% | no |
| Structured data with address, phone and hours | 66% | no |
| Have an llms.txt | 36% | no |

Nearest places with a similar menu: La Binocle (D, 210 m, https://directindex.org/r/la-binocle-restaurant.fr); M. Georges (A, 210 m, https://directindex.org/r/monsieurgeorges.fr); Les Trois Soupes (D, 220 m, https://directindex.org/r/lestroissoupes.fr); Terra Tolosa (A, 271 m, https://directindex.org/r/terra-tolosa.fr); Le Genty Magre (F, 370 m, https://directindex.org/r/legentymagre.com); Amore Mia (C, 388 m, https://directindex.org/r/amore-mia.fr); Le Père Léon (B, 455 m, https://directindex.org/r/pere-leon.com); L'Air de Famille (C, 477 m, https://directindex.org/r/airdefamilletoulouse.fr); La Gouaille (A, 497 m, https://directindex.org/r/la-gouaille-restaurant-toulouse.fr); Les Caves de la Maréchale (B, 498 m, https://directindex.org/r/lescavesdelamarechale.com).

## What assistants answer
The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

Recommended when people ask: "Something to eat after midnight, delivered or open late." (Claude)


## Named by Claude for "Something to eat after midnight, delivered or open late" in Toulouse, October 2026
- "Something to eat after midnight, delivered or open late." (2026-10-18): Claude with a link to this site. https://directindex.org/city/toulouse/recommended/late-night
Named by 1 of 3 assistants asked. Badge: https://directindex.org/badge/named/resto.fr.svg

## Businesses like La Pref in Toulouse

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Toulouse | 734 | 57% | 34% | 0% |

The best of the businesses of the same kind in Toulouse: Bonopandas (A 100%, https://directindex.org/r/bonopandas.com); Bossa Nova (A 100%, https://directindex.org/r/bossanova-toulouse.fr); Casa Dupuy (A 100%, https://directindex.org/r/casadupuy.fr); Chicken Grill & Tacos (A 100%, https://directindex.org/r/chicken-grill-tacos.fr); ChickenWizz (A 100%, https://directindex.org/r/chickenwizz.fr).

This site appears in 6 cities (7 places on resto.fr). https://directindex.org/brand/resto.fr

## The direct record
What agents get for La Pref, as JSON: https://directindex.org/api/direct/resto.fr
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: 05 62 26 64 03

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 0 | 25 |
| Actionable | 0 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: no

Keep watching this business (https://directindex.org/r/resto.fr/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/resto.fr/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=resto.fr&force=1