# Momo's: Agent-Direct Score B (83.1%) Site: https://www.sfmomos.com/ Report: https://directindex.org/r/sfmomos.com Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.) Momo's is mostly ready for agents. ## Direct links - Order directly: https://getbento.com/?utm_source=header&utm_campaign=sfmomos.com (through bentobox acting for the business) - Menu: https://www.sfmomos.com/menus/ - Phone: +1 415 227 8660 ## What to fix first - **BentoBox's terms do not allow agents; a direct form on your own site would.** (+5 points) BentoBox's terms of service (5 January 2023) say you will not use automated means, including spiders, robots, crawlers or data mining tools, except search engines; no agent programme was found. Read 2026-10-15: https://getbento.com/terms. An agent that books or orders there acts against the vendor's terms; a form or booking page on your own domain has no such limit. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business ## Fix kit: What to paste Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. ```html ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Momo's > restaurant in 2nd Street 760, San Francisco. Phone +1 415 227 8660. ## Book or order directly - Order: https://getbento.com/?utm_source=header&utm_campaign=sfmomos.com (through bentobox acting for the business) - Menu: https://www.sfmomos.com/menus/ ## About - Website: https://www.sfmomos.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 key AI user agents. - **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response. - **Structured data present (FoodEstablishment).** address, phone - **Menu or price list is an HTML page.** Agents can read items and prices directly. - **Ordering through bentobox on your own domain.** No marketplace commission, and the guest stays yours. ## Where it stands 235 of 1142 in San Francisco. Top 21% of the sites scanned in this index. | What the top tenth 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 | 94% | yes | | Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes | | Structured data with address, phone and hours | 48% | no | | Have an llms.txt | 13% | no | Nearest places in the index: Underdogs Cantina (A, 64 m, https://directindex.org/r/underdogscantina.com); Tres (F, 116 m, https://directindex.org/r/tressf.com); Taco Bell Cantina (A, 280 m, https://directindex.org/r/tacobell.com); Wabi-Sabi SF (F, 503 m, https://directindex.org/r/wabisabisf.com); Delancey Street Restaurant (F, 531 m, https://directindex.org/r/delanceystreetfoundation.org); Copper Chimney Indian Restaurant (A, 556 m, https://directindex.org/r/wpcopperchimney.com); Hakashi Japanese Sushi Bar & Grill (A, 575 m, https://directindex.org/r/hakashisushi.com); Taksim (A, 655 m, https://directindex.org/r/taksimsf.com); Atwater Tavern (A, 676 m, https://directindex.org/r/atwatertavern.com); Red's Java House (D, 846 m, https://directindex.org/r/redsjavahouse.com). ## What assistants answer Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included. Against its peers: Sites built with BentoBox 84% (96% A or B, 951 sites); Sites using BentoBox 83% (93% A or B, 357 sites); This site 83.1%. See what an AI agent reads on this site: https://directindex.org/r/sfmomos.com/agent-view ## Businesses like Momo's in San Francisco | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in San Francisco | 1142 | 50% | 40% | 83.1% | | Built with BentoBox in San Francisco | 60 | 86% | 98% | 83.1% | | Using BentoBox in San Francisco | 15 | 83% | 93% | 83.1% | | Built with BentoBox and using BentoBox in San Francisco | 14 | 83% | 93% | 83.1% | The best of Built with BentoBox and using BentoBox in San Francisco: House of Nanking (A 90.8%, https://directindex.org/r/houseofnankingsf.com); Epic Steak (A 87.7%, https://directindex.org/r/epicsteak.com); Prospect (A 87.7%, https://directindex.org/r/prospectsf.com); Nightbird (A 86.3%, https://directindex.org/r/nightbirdrestaurant.com); Boulevard (B 84.6%, https://directindex.org/r/boulevardrestaurant.com). With the two fixes above (BentoBox's terms do not allow agents; a direct form on your own site would; Structured data is incomplete) the score would be about 95.4%: 15th of 1,142 in San Francisco, up from 235th. ## The direct record What agents get for Momo's, as JSON: https://directindex.org/api/direct/sfmomos.com - Book: none on record - Order: https://getbento.com/?utm_source=header&utm_campaign=sfmomos.com (vendor on own site: BentoBox; found by the scan of 2026-10-14, not yet tested) - Menu: https://www.sfmomos.com/menus/ (html_page; from the scan) - Hours: none on record - Phone: +1 415 227 8660 - Stable links that count: https://directindex.org/go/sfmomos.com/order, https://directindex.org/go/sfmomos.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): not measured - ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured - 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): not measured - Vendor terms for agents, BentoBox: No. BentoBox's terms of service (5 January 2023) say you will not use automated means, including spiders, robots, crawlers or data mining tools, except search engines; no agent programme was found. Read 2026-10-15: https://getbento.com/terms Not measured at this scan; the next scan measures it. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 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/sfmomos.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md) - 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 Deep report: https://directindex.org/r/sfmomos.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off. Methodology: https://directindex.org/methodology ยท Rescan now: https://directindex.org/scan?url=sfmomos.com&force=1