# Bon Vivant Market & Cafe: Agent-Direct Score C (66.2%) Site: http://www.bonvivantmarketcafe.com/ Report: https://directindex.org/r/bonvivantmarketcafe.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.) Bon Vivant Market & Cafe is partly visible to agents. An AI assistant can open Bon Vivant Market & Cafe's website. It can read what Bon Vivant Market & Cafe offers. It finds a way to book or order directly, through OpenTable. ## Direct links - Book directly: https://www.opentable.com/widget/reservation/loader?rid=201955&type=standard&theme=standard&color=1&dark=false&iframe=true&domain=com&lang=en-US&newtab=false&ot_source=Restaurant%20website&cfe=true (through opentable acting for the business) - Menu: https://bonvivantmarketcafe.com/our-menus/ - Phone: +13232848013 - Address: 3155 Glendale Blvd, Los Angeles 90039 - Its menu mentions: vegetarian dishes - Prices: 5 prices on the site, the middle one $2.00 ## Nearby, also direct Places near Bon Vivant Market & Cafe that take a booking or an order on their own website, with no marketplace in between. - Black Elephant Coffee (90 m): https://directindex.org/r/blackelephantcoffee.com - Atwater Village Tavern (140 m): https://directindex.org/r/atwatervillagetavern.com - Makisupa Coffee Bar (1.2 km): https://directindex.org/r/makisupala.com ## What to fix first - **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). 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.** (+5 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 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) - **5 prices on the landing page, the middle one $2.00.** In Los Angeles, the middle price of comparable sites that show prices is $23.75. ## 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. ``` # Bon Vivant Market & Cafe > local business in 3155 Glendale Blvd, Los Angeles 90039, Los Angeles cafes and bars. Phone +13232848013. ## Book or order directly - Book: https://www.opentable.com/widget/reservation/loader?rid=201955&type=standard&theme=standard&color=1&dark=false&iframe=true&domain=com&lang=en-US&newtab=false&ot_source=Restaurant%20website&cfe=true (through opentable acting for the business) - Menu: https://bonvivantmarketcafe.com/our-menus/ ## About - Website: http://www.bonvivantmarketcafe.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. - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Booking through opentable on your own domain.** There's no marketplace commission, and the customer stays yours. - **OpenTable works with agents through its partners.** OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Terms read on 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms. 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 Not ranked yet in Los Angeles cafes and bars. | 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 | 91% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes | | Structured data with address, phone and hours | 41% | no | | Have an llms.txt | 35% | no | Nearest places in the index: Black Elephant Coffee (A, 91 m, https://directindex.org/r/blackelephantcoffee.com); Ritual Açai (F, 98 m, https://directindex.org/r/square.site); Kava Kulture LA (C, 127 m, https://directindex.org/r/kavakulturela.com); Atwater Village Tavern (C, 141 m, https://directindex.org/r/atwatervillagetavern.com); Nico’s Bottleshop (F, 147 m, https://directindex.org/r/nicosla.com); Cafecito Organico (C, 290 m, https://directindex.org/r/cafecitoorganico.com); The Roost (C, 886 m, https://directindex.org/r/theroostcocktails.com); The High Low (C, 919 m, https://directindex.org/r/thehighlowbar.com); Makisupa Coffee Bar (C, 1151 m, https://directindex.org/r/makisupala.com); Zebulon L.A. (C, 1305 m, https://directindex.org/r/zebulon.la). ## 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 12 everyday questions about Los Angeles cafes and bars and named 92 places. Bon Vivant Market & Cafe wasn't one of them. See who was named: https://directindex.org/city/los-angeles-cafes-bars/recommended Compared with its peers: Sites built with WordPress 55% (25% A or B, 236086 sites); Sites using OpenTable 69% (51% A or B, 6523 sites); Sites using Grubhub 66% (51% A or B, 546 sites); This site 66.2%. See what an AI agent reads on this site: https://directindex.org/r/bonvivantmarketcafe.com/agent-view ## Businesses like Bon Vivant Market & Cafe in Los Angeles cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Sites built with WordPress in Los Angeles cafes and bars | 266 | 56% | 27% | 66.2% | | Sites using OpenTable in Los Angeles cafes and bars | 27 | 69% | 67% | 66.2% | | Sites built with WordPress and using OpenTable in Los Angeles cafes and bars | 11 | 71% | 73% | 66.2% | The best of the sites built with WordPress and using OpenTable in Los Angeles cafes and bars: Dahlia (B 82.5%, https://directindex.org/r/properhotel.com); Saddle Ranch Corp (B 79.5%, https://directindex.org/r/thesaddleranch.com); Old Lightning (B 78.5%, https://directindex.org/r/oldlightning.com); Florentín Rooftop Bar (B 76.9%, https://directindex.org/r/florentindtla.com); SOL Mexican Cocina | Playa Vista (B 73.8%, https://directindex.org/r/solcocina.com). ## The direct record What agents get for Bon Vivant Market & Cafe, as JSON: https://directindex.org/api/direct/bonvivantmarketcafe.com - Book: https://www.opentable.com/widget/reservation/loader?rid=201955&type=standard&theme=standard&color=1&dark=false&iframe=true&domain=com&lang=en-US&newtab=false&ot_source=Restaurant%20website&cfe=true (vendor on own site: OpenTable; found by the scan of 2026-10-23, not yet tested) - Order: none on record - Menu: https://bonvivantmarketcafe.com/our-menus/ (html_page; from the scan) - Hours: none on record - Phone: +13232848013 - Stable links that count: https://directindex.org/go/bonvivantmarketcafe.com/book, https://directindex.org/go/bonvivantmarketcafe.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, OpenTable: Through partners. OpenTable's terms page could not be fetched on 2026-10-15; OpenTable names over 200 authorized partners, Google, Meta and OpenAI among them, as the channels through which agents book. Read 2026-10-15: https://mynews13.com/fl/orlando/business/2026/07/14/opentable-new-terms ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 8 | 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/bonvivantmarketcafe.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/bonvivantmarketcafe.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/bonvivantmarketcafe.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=bonvivantmarketcafe.com&force=1