# LE Petit Bistro: Agent-Direct Score C (64.6%) Site: http://www.lepetitbistro.com Report: https://directindex.org/r/lepetitbistro.com Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) LE Petit Bistro is partly visible to agents. An AI assistant can open LE Petit Bistro's website. It can't find a menu or price list, so it answers from other sites. To book or order, it is sent to Resy, a marketplace. ## Direct links - Phone: (404) 607-7687 - Address: 1175 Peachtree St NE, 30361, Atlanta - Prices: 113 prices on the site, the middle one $17.00 ## Nearby, also direct Places near LE Petit Bistro that take a booking or an order on their own website, with no marketplace in between. - Brasserie Margot (240 m): https://directindex.org/r/fourseasons.com - Brasserie Lundi (690 m): https://directindex.org/r/brasserielundi.com - Rosé Bistro & Champagne Bar (1.4 km): https://directindex.org/r/roseatl.com - Marcel (2.8 km): https://directindex.org/r/marcelatl.com ## What to fix first - **Booking only through resy.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **Structured data is incomplete.** (+1 points) Missing: telephone. Guide: https://directindex.org/guides/structured-data-restaurant - **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business - **The phone number on the site doesn't match the open map data.** The site shows +18458767400, but OpenStreetMap or Overture Maps lists (404) 607-7687. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org. ## What the site tells visitors (Measured, not scored) - **The footer says © 2018.** Visitors and assistants may read that year as the last time anyone looked after the site. In Atlanta, 75% of comparable sites that show a year say 2025 or later. - **113 prices on the landing page, the middle one $17.00.** In Atlanta, the middle price of comparable sites that show prices is $13.57. ## Fix kit: What to paste Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # LE Petit Bistro > local business (french) in 1175 Peachtree St NE, 30361, Atlanta, Atlanta. Phone (404) 607-7687. ## About - Website: http://www.lepetitbistro.com - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response. - **Structured data found (LocalBusiness).** address, opening hours - **Resy works with agents through its partners.** Resy's terms (9 June 2025) bar automated software that crawls, harvests or scrapes the service and require written consent for other automated use; Resy opened bookings inside ChatGPT on 10 August 2026. Terms read on 2026-10-15: https://resy.com/terms. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them. ## Where it stands 538 of 1254 in Atlanta. Top 43% 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 | 100% | no | | Publish the menu or price list as HTML | 100% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 95% | yes | | Structured data with address, phone and hours | 67% | no | | Have an llms.txt | 48% | no | Nearest places with a similar menu: Brasserie Margot (B, 235 m, https://directindex.org/r/fourseasons.com); Elise (C, 397 m, https://directindex.org/r/elise-atl.com); Brasserie Lundi (B, 694 m, https://directindex.org/r/brasserielundi.com); la Madeleine Country French Café (F, 1341 m, https://directindex.org/r/lamadeleine.com); Rosé Bistro & Champagne Bar (B, 1394 m, https://directindex.org/r/roseatl.com); Atmosphere (F, 1877 m, https://directindex.org/r/atmospherebistro.com); Tiny Lou's (B, 2476 m, https://directindex.org/r/tinylous.com); Le Fat (F, 2608 m, https://directindex.org/r/lefatatl.com); Cooks & Soldiers (C, 2657 m, https://directindex.org/r/cooksandsoldiers.com); Marcel (C, 2765 m, https://directindex.org/r/marcelatl.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. The assistants were asked 12 everyday questions about Atlanta and named 80 places. LE Petit Bistro wasn't one of them. See who was named: https://directindex.org/city/atlanta/recommended Compared with its peers: Sites built with Squarespace 61% (42% A or B, 29454 sites); Sites using Resy 67% (44% A or B, 2525 sites); This site 64.6%. See what an AI agent reads on this site: https://directindex.org/r/lepetitbistro.com/agent-view ## Businesses like LE Petit Bistro in Atlanta | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Atlanta | 1254 | 54% | 36% | 64.6% | | Sites built with Squarespace in Atlanta | 154 | 69% | 46% | 64.6% | | Sites using Resy in Atlanta | 73 | 67% | 41% | 64.6% | | Sites built with Squarespace and using Resy in Atlanta | 28 | 69% | 46% | 64.6% | The best of the sites built with Squarespace and using Resy in Atlanta: Pink Lotus Thai Restaurant (A 93.8%, https://directindex.org/r/pinklotusthai.com); Terminal 26 (A 89.2%, https://directindex.org/r/terminal26.com); Blackjack Bar Tapas (A 88.8%, https://directindex.org/r/blackjackbartapas.com); Southern National (A 87.7%, https://directindex.org/r/southernational.com); a mano (A 87.7%, https://directindex.org/r/amanoatl.com). With the three fixes above (Booking only through resy; No menu or price list found; Structured data is incomplete), the score would be about 95.4%. That would be 62nd of 1,254 in Atlanta, up from 538th. ## The direct record What agents get for LE Petit Bistro, as JSON: https://directindex.org/api/direct/lepetitbistro.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: (404) 607-7687 ## Can an agent transact? Measured, not scored (the score stays at spec v1.0). - UCP profile (/.well-known/ucp, Google and Shopify's Universal Commerce Protocol): no - ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): no - MCP server card (/.well-known/mcp/server-card.json): no - Ordering vendor that takes agent orders (Square, Toast, or a vendor whose terms allow agents): no - Vendor terms for agents, Resy: Through partners. Resy's terms (9 June 2025) bar automated software that crawls, harvests or scrapes the service and require written consent for other automated use; Resy opened bookings inside ChatGPT on 10 August 2026. Read 2026-10-15: https://resy.com/terms ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 14 | 25 | | Actionable | 3 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/lepetitbistro.com - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: yes - AI bot rules in robots.txt: yes - Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md) - Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md) - llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md) - API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md) - MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md) - A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md) - Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md) - OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md) - OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md) - auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md) - Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md) - ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md) - DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md) - WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md) - JSON-LD for the business: yes Keep watching this business (https://directindex.org/r/lepetitbistro.com/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/lepetitbistro.com/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=lepetitbistro.com&force=1