# Lemon Grove: Agent-Direct Score A (86.2%) Site: https://www.lemongrovela.com/ Report: https://directindex.org/r/lemongrovela.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.) Lemon Grove is ready for agents. An AI assistant can open Lemon Grove's website. It can read what Lemon Grove offers. It finds a way to book or order directly, through BentoBox. ## Direct links - Order directly: https://media-cdn.getbento.com/accounts/c668a72d3d0c3b750b6aa1b4b98ac0d7/media/Qw2OIVhOQgam8CRmf3DK_LG%20BRUNCH%208.14%20%281%29.pdf (through bentobox acting for the business) - Menu: https://www.lemongrovela.com/menus/ - Phone: +13239621717 - Address: 1717 Vine St Fl 6, 90028, Los Angeles - Its menu mentions: vegan options, vegetarian dishes ## Nearby, also direct Places near Lemon Grove that take a booking or an order on their own website, with no marketplace in between. - Body Energy Club (100 m): https://directindex.org/r/bodyenergyclubusa.com - Mojo Hookah Lounge (240 m): https://directindex.org/r/mojo-hookah.com ## What to fix first - **Structured data is incomplete.** (+4 points) Missing: 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 ## 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. ``` # Lemon Grove > food establishment in 1717 Vine St Fl 6, 90028, Los Angeles, Los Angeles cafes and bars. Phone +13239621717. ## Book or order directly - Order: https://media-cdn.getbento.com/accounts/c668a72d3d0c3b750b6aa1b4b98ac0d7/media/Qw2OIVhOQgam8CRmf3DK_LG%20BRUNCH%208.14%20%281%29.pdf (through bentobox acting for the business) - Menu: https://www.lemongrovela.com/menus/ ## About - Website: https://www.lemongrovela.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 (FoodEstablishment).** address - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Ordering through bentobox on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 92 of 1376 in Los Angeles cafes and bars. Top 7% 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 | 99% | yes | | Publish the menu or price list as HTML | 90% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes | | Structured data with address, phone and hours | 41% | no | | Have an llms.txt | 34% | no | Nearest places in the index: TigerHeat (F, 41 m, https://directindex.org/r/clubtigerheat.com); Lost Property Bar (D, 67 m, https://directindex.org/r/lpvinylbar.com); Body Energy Club (C, 96 m, https://directindex.org/r/bodyenergyclubusa.com); Frolic Room (C, 123 m, https://directindex.org/r/frolicroomla.com); Living Room at W Hollywood (F, 168 m, https://directindex.org/r/stationhollywood.com); Scum and Villainy Cantina (D, 200 m, https://directindex.org/r/scumandvillainycantina.com); Hi socieTEA (F, 205 m, https://directindex.org/r/hisocietea.com); Mojo Hookah Lounge (A, 242 m, https://directindex.org/r/mojo-hookah.com); Jane Q (B, 245 m, https://directindex.org/r/janeqla.com); Written Hand (F, 256 m, https://directindex.org/r/writtenhandla.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. Compared with its peers: Sites built with BentoBox 80% (86% A or B, 2256 sites); Sites using BentoBox 86% (92% A or B, 476 sites); This site 86.2%. See what an AI agent reads on this site: https://directindex.org/r/lemongrovela.com/agent-view ## Businesses like Lemon Grove in Los Angeles cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Los Angeles cafes and bars | 1376 | 46% | 22% | 86.2% | | Sites built with BentoBox in Los Angeles cafes and bars | 16 | 89% | 100% | 86.2% | | Sites using BentoBox in Los Angeles cafes and bars | 8 | 87% | 88% | 86.2% | | Sites built with BentoBox and using BentoBox in Los Angeles cafes and bars | 6 | 89% | 100% | 86.2% | The best of the sites built with BentoBox and using BentoBox in Los Angeles cafes and bars: Superba Snacks + Coffee (A 95.4%, https://directindex.org/r/lifesuperba.com); Golden Hour (A 92.3%, https://directindex.org/r/goldenhourdtla.com); Mr. Wanderlust (A 92.3%, https://directindex.org/r/mrwanderlustdtla.com); Apotheke Los Angeles (A 87.7%, https://directindex.org/r/apothekemixology.com); Death & Co - Los Angeles (B 81.5%, https://directindex.org/r/deathandcompany.com). With the fix above (Structured data is incomplete), the score would be about 92.3%. That would be 42nd of 1,376 in Los Angeles cafes and bars, up from 92nd. ## The direct record What agents get for Lemon Grove, as JSON: https://directindex.org/api/direct/lemongrovela.com - Book: none on record - Order: https://media-cdn.getbento.com/accounts/c668a72d3d0c3b750b6aa1b4b98ac0d7/media/Qw2OIVhOQgam8CRmf3DK_LG%20BRUNCH%208.14%20%281%29.pdf (vendor on own site: BentoBox; found by the scan of 2026-10-23, not yet tested) - Menu: https://www.lemongrovela.com/menus/ (html_page; from the scan) - Hours: none on record - Phone: +13239621717 - Stable links that count: https://directindex.org/go/lemongrovela.com/order, https://directindex.org/go/lemongrovela.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, BentoBox: Not stated. BentoBox's terms (last updated 5 January 2023) bar automated means such as spiders, robots and crawlers to download or scrape data, except search engines and public archives; they do not address an agent making a reservation for a person, and no agent programme was found. Read 2026-10-15: https://getbento.com/terms Found one hop past the home page: contact page /contact/: phone; menu page /menus/: menu schema, ordering via bentobox. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 21 | 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/lemongrovela.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 Keep watching this business (https://directindex.org/r/lemongrovela.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/lemongrovela.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=lemongrovela.com&force=1