# La Lupita Taco Restaurant: Agent-Direct Score B (78.5%) Site: http://lalupitatacorestaurant.com/ Report: https://directindex.org/r/lalupitatacorestaurant.com Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) La Lupita Taco Restaurant is mostly ready for agents. An AI assistant can open La Lupita Taco Restaurant's website. It can read what La Lupita Taco Restaurant offers. It finds a way to book or order directly, through Toast. ## Direct links - Order directly: https://www.toasttab.com/la-lupita-mexican-grill-6622-pinemont-dr-b (through toast acting for the business) - Menu: https://lalupitatacorestaurant.com/our-menu/ - Phone: +18324910018 - Address: 6622 Pinemont Dr, 77092-3124, Houston - Prices: 4 prices on the site, the middle one $1.00 ## Nearby, also direct Places near La Lupita Taco Restaurant that take a booking or an order on their own website, with no marketplace in between. - Hecho En Mexico 2 (1.8 km): https://directindex.org/r/hechoenmexico-restaurant.com - El Kiosko- Tidwell (1.8 km): https://directindex.org/r/elkioskofrutasyhelados.com - Nana's (3.7 km): https://directindex.org/r/nanashouston.com - Rustic Mexican HOUSE (4 km): https://directindex.org/r/rustichousefurniture.com ## What to fix first - **Structured data is incomplete.** (+6 points) Missing: address, telephone, 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 ## What the site tells visitors (Measured, not scored) - **4 prices on the landing page, the middle one $1.00.** In Houston, the middle price of comparable sites that show prices is $12.45. ## 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. ``` # La Lupita Taco Restaurant > organization (mexican) in 6622 Pinemont Dr, 77092-3124, Houston, Houston. Phone +18324910018. ## Book or order directly - Order: https://www.toasttab.com/la-lupita-mexican-grill-6622-pinemont-dr-b (through toast acting for the business) - Menu: https://lalupitatacorestaurant.com/our-menu/ ## About - Website: http://lalupitatacorestaurant.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 (Organization).** no address, phone or hours in it - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering through toast on your own domain.** There's no marketplace commission, and the customer stays yours. - **Toast works with agents through its partners.** Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Terms read on 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. 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 585 of 2664 in Houston. Top 22% 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 | 97% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 93% | yes | | Structured data with address, phone and hours | 72% | no | | Have an llms.txt | 53% | no | Nearest places with a similar menu: Julia's Taco (F, 944 m, https://directindex.org/r/tejastacohouse.com); Don Jose Mexican Restaurant (F, 1359 m, https://directindex.org/r/donjosemexicanrestaurantonline.com); Hecho En Mexico 2 (A, 1780 m, https://directindex.org/r/hechoenmexico-restaurant.com); El Kiosko- Tidwell (C, 1816 m, https://directindex.org/r/elkioskofrutasyhelados.com); Los Nopalitos (F, 3665 m, https://directindex.org/r/nopalitos.com); Nana's (A, 3728 m, https://directindex.org/r/nanashouston.com); Rustic Mexican HOUSE (F, 4002 m, https://directindex.org/r/rustichousefurniture.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 Houston and named 146 places. La Lupita Taco Restaurant wasn't one of them. See who was named: https://directindex.org/city/houston/recommended Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); Sites using Toast 73% (62% A or B, 6735 sites); This site 78.5%. See what an AI agent reads on this site: https://directindex.org/r/lalupitatacorestaurant.com/agent-view ## Businesses like La Lupita Taco Restaurant in Houston | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Houston | 2664 | 54% | 35% | 78.5% | | Sites built with WordPress in Houston | 568 | 63% | 44% | 78.5% | | Sites using Toast in Houston | 290 | 72% | 59% | 78.5% | | Sites built with WordPress and using Toast in Houston | 84 | 73% | 62% | 78.5% | The best of the sites built with WordPress and using Toast in Houston: 2 Phat Bastard Pies (A 100%, https://directindex.org/r/2phatbastardpies.com); Aladdin Mediterranean cuisine (A 100%, https://directindex.org/r/aladdinshouston.com); Burger Bodega (A 100%, https://directindex.org/r/burgerbodega.com); Grimaldi’s (A 100%, https://directindex.org/r/grimaldispizzeria.com); Casa do Brasil (A 93.8%, https://directindex.org/r/casadobrasil.com). With the fix above (Structured data is incomplete), the score would be about 87.7%. That would be 303rd of 2,664 in Houston, up from 585th. ## The direct record What agents get for La Lupita Taco Restaurant, as JSON: https://directindex.org/api/direct/lalupitatacorestaurant.com - Book: none on record - Order: https://www.toasttab.com/la-lupita-mexican-grill-6622-pinemont-dr-b (vendor on own site: Toast; found by the scan of 2026-10-23, not yet tested) - Menu: https://lalupitatacorestaurant.com/our-menu/ (html_page; from the scan) - Hours: none on record - Phone: +18324910018 - Stable links that count: https://directindex.org/go/lalupitatacorestaurant.com/order, https://directindex.org/go/lalupitatacorestaurant.com/menu - Agents and people followed 2 direct links to this business this month (2 by AI agents). ## 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 (Toast): yes - Vendor terms for agents, Toast: Through partners. Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/ ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 16 | 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/lalupitatacorestaurant.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/lalupitatacorestaurant.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/lalupitatacorestaurant.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=lalupitatacorestaurant.com&force=1