# Pommes Frites: Agent-Direct Score C (67.7%) Site: https://www.pommesfritesnyc.com/ Report: https://directindex.org/r/pommesfritesnyc.com Scanned: 2026-10-16 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Pommes Frites is partly visible to agents. Some AI assistants are turned away by Pommes Frites's website. It can read what Pommes Frites offers. It finds a way to book or order directly, through Sauce. ## Direct links - Order directly: https://pommesfrites.getsauce.com/ (through sauce acting for the business) - Menu: https://www.pommesfritesnyc.com/ourmenu - Phone: +1-212-674-1234 - Address: MacDougal Street 128 10012 New York - Hours, from OpenStreetMap · Overture Maps: Su-Th 11:00-01:00, Fr-Sa 11:00-03:00 ## Nearby, also direct Places near Pommes Frites that take a booking or an order on their own website, with no marketplace in between. - Minetta Tavern Restaurant (30 m): https://directindex.org/r/minettatavernny.com - Creperie (60 m): https://directindex.org/r/creperienyc.com - Tokyo Record Bar (60 m): https://directindex.org/r/tokyorecordbar.com ## What to fix first - **The server turns AI crawlers away at the door.** (+10 points) Requests as GPTBot (cloudflare_challenge), ClaudeBot (cloudflare_challenge), PerplexityBot (cloudflare_challenge) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **Structured data is incomplete.** (+3 points) Missing: opening hours. 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 ## 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. ``` # Pommes Frites > restaurant (fries) in MacDougal Street 128 10012 New York, New York. Phone +1-212-674-1234. ## Book or order directly - Order: https://pommesfrites.getsauce.com/ (through sauce acting for the business) - Menu: https://www.pommesfritesnyc.com/ourmenu ## Opening hours Su-Th 11:00-01:00, Fr-Sa 11:00-03:00 ## About - Website: https://www.pommesfritesnyc.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. - **Structured data found (LocalBusiness).** address, phone - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering through sauce on your own domain.** There's no marketplace commission, and the customer stays yours. ## Since the scan of 2026-10-14 (F then) - Fixed: The site couldn't be read at all - New: The server turned AI crawlers away at the door; Structured data was incomplete; No llms.txt ## Where it stands 4034 of 11000 in New York. Top 37% 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% | yes | | Publish the menu or price list as HTML | 95% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | no | | Structured data with address, phone and hours | 59% | no | | Have an llms.txt | 25% | no | Nearest places in the index: Dogmatic (F, 12 m, https://directindex.org/r/dogmatic.com); Meskerem (F, 15 m, https://directindex.org/r/ethiopianrestaurant.com); Ben's Pizzeria (B, 33 m, https://directindex.org/r/benspizzerianewyork.com); Minetta Tavern Restaurant (C, 33 m, https://directindex.org/r/minettatavernny.com); The Pizzeria (C, 41 m, https://directindex.org/r/the-pizzeria.com); Macdougal Rest Inc (D, 49 m, https://directindex.org/r/eatdrinkandbemerry.com); Thelewala (D, 62 m, https://directindex.org/r/thelewalany.com); Creperie (C, 63 m, https://directindex.org/r/creperienyc.com); Tokyo Record Bar (C, 63 m, https://directindex.org/r/tokyorecordbar.com); La Lanterna di Vittorio (B, 64 m, https://directindex.org/r/lalanterna.nyc). ## 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 13 everyday questions about New York and named 69 places. Pommes Frites wasn't one of them. See who was named: https://directindex.org/city/new-york/recommended Compared with its peers: Sites built with Wix 54% (31% A or B, 42583 sites); Sites using Sauce 72% (59% A or B, 328 sites); This site 67.7%. See what an AI agent reads on this site: https://directindex.org/r/pommesfritesnyc.com/agent-view ## Businesses like Pommes Frites in New York | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in New York | 11000 | 52% | 34% | 67.7% | | Sites built with Wix in New York | 649 | 66% | 44% | 67.7% | | Sites using Sauce in New York | 206 | 72% | 58% | 67.7% | | Sites built with Wix and using Sauce in New York | 30 | 62% | 23% | 67.7% | The best of the sites built with Wix and using Sauce in New York: Sotto La Luna (A 95.4%, https://directindex.org/r/sottolalunanyc.com); Aura Bar & Kitchen (A 87.7%, https://directindex.org/r/aurabarandkitchen.com); MayRee (A 85.7%, https://directindex.org/r/mayreenyc.com); Green Blend Eatery (B 83.1%, https://directindex.org/r/greenblendnyc.com); Kalye (B 83.1%, https://directindex.org/r/kalye.com). With the two fixes above (The server turns AI crawlers away at the door; Structured data is incomplete), the score would be about 87.7%. That would be 1187th of 11,000 in New York, up from 4034th. ## The direct record What agents get for Pommes Frites, as JSON: https://directindex.org/api/direct/pommesfritesnyc.com - Book: none on record - Order: https://pommesfrites.getsauce.com/ (vendor on own site: Sauce; found by the scan of 2026-10-16, not yet tested) - Menu: https://www.pommesfritesnyc.com/ourmenu (html_page; from the scan) - Hours: Su-Th 11:00-01:00, Fr-Sa 11:00-03:00 (from OpenStreetMap) - Phone: +1-212-674-1234 - Stable links that count: https://directindex.org/go/pommesfritesnyc.com/order, https://directindex.org/go/pommesfritesnyc.com/menu ## 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, Sauce: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 15 | 25 | | Readable | 19 | 25 | | Actionable | 10 | 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/pommesfritesnyc.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/pommesfritesnyc.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/pommesfritesnyc.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=pommesfritesnyc.com&force=1