# The Mulberry: Agent-Direct Score C (66.2%) Site: https://www.themulberrylosangeles.com/ Report: https://directindex.org/r/themulberrylosangeles.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.) The Mulberry is partly visible to agents. ## Direct links - Menu: https://www.themulberrylosangeles.com/contact-1 - Phone: +1 310-598-5191 ## What to fix first - **Booking only through resy.** (+12 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **Structured data is incomplete.** (+7 points) Missing: address, telephone, 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. ``` # The Mulberry > restaurant (korean) in Sawtelle Boulevard 1800 90025 Los Angeles, Los Angeles. Phone +1 310-598-5191. ## Book or order directly - Menu: https://www.themulberrylosangeles.com/contact-1 ## About - Website: https://www.themulberrylosangeles.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 (LocalBusiness).** but without address, phone or hours - **Menu or price list is an HTML page.** Agents can read items and prices directly. - **Resy lets agents act only 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. Read 2026-10-15: https://resy.com/terms. An assistant that is not a partner cannot finish the step there; a direct path on your own domain works for all of them. ## Where it stands 634 of 1492 in Los Angeles. Top 42% 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% | no | | Publish the menu or price list as HTML | 97% | yes | | Let AI crawlers in (no edge block, no robots.txt block) | 96% | yes | | Structured data with address, phone and hours | 47% | no | | Have an llms.txt | 20% | no | Nearest places in the index: Flame International (A, 378 m, https://directindex.org/r/flameinternational.com); Yakun (B, 401 m, https://directindex.org/r/ya-kun.com); Melo Melo (F, 410 m, https://directindex.org/r/melomelo.us); Sonoritas Prime Tacos (C, 419 m, https://directindex.org/r/sonoritasprimetacos.com); Ten no Meshi (D, 428 m, https://directindex.org/r/tennomeshi.com); Shin-Sen-Gumi Yakitori Izakaya – West L.A. (B, 437 m, https://directindex.org/r/shinsengumigroup.com); Menya Tigre (C, 439 m, https://directindex.org/r/tigre-la.com); Anzu (C, 440 m, https://directindex.org/r/anzu-usa.com); Millet Crepe (F, 441 m, https://directindex.org/r/milletcrepe.com); BBQ+Rice (C, 445 m, https://directindex.org/r/bbqrice.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 Squarespace 65% (48% A or B, 7098 sites); Sites using Resy 69% (48% A or B, 600 sites); This site 66.2%. See what an AI agent reads on this site: https://directindex.org/r/themulberrylosangeles.com/agent-view Read by AI agents 2 times this month. ## Businesses like The Mulberry in Los Angeles | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Same kind in Los Angeles | 1492 | 50% | 37% | 66.2% | | Built with Squarespace in Los Angeles | 170 | 75% | 67% | 66.2% | | Using Resy in Los Angeles | 32 | 71% | 53% | 66.2% | | Built with Squarespace and using Resy in Los Angeles | 10 | 74% | 60% | 66.2% | The best of Built with Squarespace and using Resy in Los Angeles: Si! Mon (A 89.2%, https://directindex.org/r/si-mon.la); Little Dom's (A 86.2%, https://directindex.org/r/littledoms.com); State Social House (B 84.6%, https://directindex.org/r/statesocialhouse.com); Ugo (B 78.5%, https://directindex.org/r/cafeugo.com); Met Him at a Bar (B 73.8%, https://directindex.org/r/methimatabar.com). With the two fixes above (Booking only through resy; Structured data is incomplete) the score would be about 95.4%: 22nd of 1,492 in Los Angeles, up from 634th. ## The direct record What agents get for The Mulberry, as JSON: https://directindex.org/api/direct/themulberrylosangeles.com - Book: none on record - Order: none on record - Menu: https://www.themulberrylosangeles.com/contact-1 (html_page; from the scan) - Hours: none on record - Phone: +1 310-598-5191 - Stable links that count: https://directindex.org/go/themulberrylosangeles.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, Resy: Partners only. 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 Not measured at this scan; the next scan measures it. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 15 | 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/themulberrylosangeles.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 Deep report: https://directindex.org/r/themulberrylosangeles.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 · Rescan now: https://directindex.org/scan?url=themulberrylosangeles.com&force=1