# Los Potrillos: Agent-Direct Score D (40%) Site: http://www.restaurantpotrillos.com/ Report: https://directindex.org/r/restaurantpotrillos.com Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Los Potrillos is hard for agents to use. An AI assistant can open Los Potrillos'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 Grubhub, a marketplace. ## Direct links - Phone: +12673232669 - Address: 2617 E Venango St, 19134, Philadelphia ## Nearby, also direct Places near Los Potrillos that take a booking or an order on their own website, with no marketplace in between. - East Coast Wings + Grill (490 m): https://directindex.org/r/eastcoastwings.com - Santucci's Square Pizza V, Inc (570 m): https://directindex.org/r/philomenasantuccis.com - IHOP (570 m): https://directindex.org/r/ihop.com - Mercer Cafe (710 m): https://directindex.org/r/mercercafephilly.com - Miles Table (720 m): https://directindex.org/r/milestable.com ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant - **Ordering only through grubhub.** (+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/online-ordering-without-delivery-apps - **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 - **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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. ``` # Los Potrillos > local business (mexican) in 2617 E Venango St, 19134, Philadelphia, Philadelphia. Phone +12673232669. ## About - Website: http://www.restaurantpotrillos.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. - **Grubhub works with agents through its partners.** Grubhub's terms of use (17 December 2024) bar access with any robot, spider, crawler or automated process; since June 2026 Alexa+ users can browse, build an order and check out through Grubhub by voice. Terms read on 2026-10-15: https://www.grubhub.com/legal/terms-of-use. 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 1295 of 2075 in Philadelphia. Top 62% 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 | 84% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 86% | yes | | Structured data with address, phone and hours | 67% | no | | Have an llms.txt | 26% | no | Nearest places in the index: Bonk's Bar (F, 413 m, https://directindex.org/r/bonksbar.com); 3 Brothers Pizza & Pasta (F, 484 m, https://directindex.org/r/pdqonlineordering.com); East Coast Wings + Grill (A, 493 m, https://directindex.org/r/eastcoastwings.com); Spice Grill (D, 510 m, https://directindex.org/r/cafespice.com); Wok & Roast (B, 559 m, https://directindex.org/r/lunsasiachefpa.com); Czerw's Polish Kielbasa (D, 565 m, https://directindex.org/r/czerws.com); Santucci's Square Pizza V, Inc (B, 565 m, https://directindex.org/r/philomenasantuccis.com); IHOP (B, 574 m, https://directindex.org/r/ihop.com); Mercer Cafe (C, 713 m, https://directindex.org/r/mercercafephilly.com); Miles Table (C, 720 m, https://directindex.org/r/milestable.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 22 everyday questions about Philadelphia and named 105 places. Los Potrillos wasn't one of them. See who was named: https://directindex.org/city/philadelphia/recommended Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); Sites using Grubhub 66% (52% A or B, 514 sites); This site 40%. See what an AI agent reads on this site: https://directindex.org/r/restaurantpotrillos.com/agent-view ## Businesses like Los Potrillos in Philadelphia | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Philadelphia | 2075 | 50% | 31% | 40% | | Sites built with WordPress in Philadelphia | 432 | 62% | 39% | 40% | | Sites using Grubhub in Philadelphia | 18 | 62% | 44% | 40% | | Sites built with WordPress and using Grubhub in Philadelphia | 9 | 58% | 33% | 40% | The best of the sites built with WordPress and using Grubhub in Philadelphia: La Llorona Cocina & Mezcaleria (B 81.5%, https://directindex.org/r/lalloronaphilly.com); The New Deck Tavern (B 78.5%, https://directindex.org/r/newdecktavern.com); Fitz on 4th (B 77.5%, https://directindex.org/r/fitzon4th.com); New London Pizza & Restaurant (D 53.8%, https://directindex.org/r/newlondonfrankford.com); Adelinas Restaurant & Bar (D 50.8%, https://directindex.org/r/adelinasitalian.com). With the three fixes above (No structured data for the business; Ordering only through grubhub; No menu or price list found), the score would be about 92.3%. That would be 95th of 2,075 in Philadelphia, up from 1295th. ## The direct record What agents get for Los Potrillos, as JSON: https://directindex.org/api/direct/restaurantpotrillos.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: +12673232669 ## 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, Grubhub: Through partners. Grubhub's terms of use (17 December 2024) bar access with any robot, spider, crawler or automated process; since June 2026 Alexa+ users can browse, build an order and check out through Grubhub by voice. Read 2026-10-15: https://www.grubhub.com/legal/terms-of-use ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 23 | 25 | | Readable | 0 | 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/restaurantpotrillos.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: no Keep watching this business (https://directindex.org/r/restaurantpotrillos.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/restaurantpotrillos.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 ยท Rescan now: https://directindex.org/scan?url=restaurantpotrillos.com&force=1