# Le Junction: Agent-Direct Score F (33.8%) Site: http://lejunction.co.uk Report: https://directindex.org/r/lejunction.co.uk Scanned: 2026-10-21 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Le Junction is largely invisible to agents. Some AI assistants are turned away by Le Junction's website. It can read what Le Junction offers. It finds a phone number, but no link to book or order online. ## Direct links - Menu: http://lejunction.co.uk/menu/ - Phone: 020 8963 1110 ## Nearby, also direct Places near Le Junction that take a booking or an order on their own website, with no marketplace in between. - Rubio (530 m): https://directindex.org/r/rubio.co.uk - Qabaña (820 m): https://directindex.org/r/qabana.co.uk - Racketeer (930 m): https://directindex.org/r/racketeer.club - The Island (1.4 km): https://directindex.org/r/theislandnw10.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 - **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website - **robots.txt blocks GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, ChatGPT-User, Claude-User, Perplexity-User.** (+10 points) These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. Guide: https://directindex.org/guides/robots-txt-for-ai-agents - **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it. - **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) - **The footer says © 2018.** Visitors and assistants may read that year as the last time anyone looked after the site. In London, 77% of comparable sites that show a year say 2025 or later. ## 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 ``` robots.txt. Add these lines to /robots.txt and delete any Disallow rule that names these crawlers. ``` # Let AI assistants read the site: they send people to you; a marketplace keeps them. # Remove any Disallow lines for these names elsewhere in this file. User-agent: GPTBot Allow: / User-agent: ClaudeBot Allow: / User-agent: PerplexityBot Allow: / User-agent: Google-Extended Allow: / User-agent: OAI-SearchBot Allow: / User-agent: ChatGPT-User Allow: / User-agent: Claude-User Allow: / User-agent: Perplexity-User Allow: / ``` llms.txt. Save as /llms.txt at the root of the site. ``` # Le Junction > local business in London cafes and bars. Phone 020 8963 1110. ## Book or order directly - Menu: http://lejunction.co.uk/menu/ ## About - Website: http://lejunction.co.uk - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models. ``` ## Already right - **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. ## Where it stands 4265 of 5710 in London cafes and bars. Top 75% 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% | no | | Publish the menu or price list as HTML | 94% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 94% | no | | Structured data with address, phone and hours | 50% | no | | Have an llms.txt | 22% | no | Nearest places in the index: Dark & Light Coffee (F, 393 m, https://directindex.org/r/darkandlightcoffee.com); Rubio (A, 534 m, https://directindex.org/r/rubio.co.uk); Supergrill (F, 681 m, https://directindex.org/r/supergrilllondon.co.uk); New Atlas Cafe (D, 768 m, https://directindex.org/r/newatlas.com); Qabaña (C, 822 m, https://directindex.org/r/qabana.co.uk); Racketeer (B, 934 m, https://directindex.org/r/racketeer.club); Grand Junction Arms (B, 946 m, https://directindex.org/r/grandjunctionarmsnw10.co.uk); Regent Street (D, 1065 m, https://directindex.org/r/regentstreetonline.com); The Island (A, 1413 m, https://directindex.org/r/theislandnw10.com); L'Angolo (C, 1442 m, https://directindex.org/r/langolodeli.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 WordPress 57% (28% A or B, 145483 sites); This site 33.8%. See what an AI agent reads on this site: https://directindex.org/r/lejunction.co.uk/agent-view ## Businesses like Le Junction in London cafes and bars | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in London cafes and bars | 5710 | 50% | 30% | 33.8% | | Sites built with WordPress in London cafes and bars | 1669 | 60% | 38% | 33.8% | The best of the sites built with WordPress in London cafes and bars: Artistcafelondon (A 100%, https://directindex.org/r/artistcafelondon.co.uk); Bar Américain (A 100%, https://directindex.org/r/brasseriezedel.com); Cinnamon Culture (A 100%, https://directindex.org/r/cinnamonculture.com); Eastcheap Records (A 100%, https://directindex.org/r/eastcheaprecords.com); Loiutyr (A 100%, https://directindex.org/r/laballerina.co.uk). With the three fixes above (No structured data for the business; No booking or ordering link on the website; robots.txt blocks GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, ChatGPT-User, Claude-User, Perplexity-User), the score would be about 90.8%. That would be 274th of 5,710 in London cafes and bars, up from 4265th. ## The direct record What agents get for Le Junction, as JSON: https://directindex.org/api/direct/lejunction.co.uk - Book: none on record - Order: none on record - Menu: http://lejunction.co.uk/menu/ (html_page; from the scan) - Hours: none on record - Phone: 020 8963 1110 - Stable links that count: https://directindex.org/go/lejunction.co.uk/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 ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 12 | 25 | | Readable | 8 | 25 | | Actionable | 2 | 15 (the action test: pending) | | Cited | 0 | 0 (the assistant citation check: pending) | ## Agent readiness (Cloudflare) Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/lejunction.co.uk - Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md) - sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md) - 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/lejunction.co.uk/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/lejunction.co.uk/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=lejunction.co.uk&force=1