# 8020 Georgian Bistro: Agent-Direct Score F (20%) Site: https://www.80-20winebar.com Report: https://directindex.org/r/80-20winebar.com 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.) 8020 Georgian Bistro is largely invisible to agents. Some AI assistants are turned away by 8020 Georgian Bistro's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online. ## Direct links - Phone: 07886 309407 - Address: 56 Peckham Rye, SE15 4JR, London ## Nearby, also direct Places near 8020 Georgian Bistro that take a booking or an order on their own website, with no marketplace in between. - Mr Bao (90 m): https://directindex.org/r/mrbao.co.uk - Voodoo Ray's (110 m): https://directindex.org/r/voodoorays.com - Kaybizz Dishes (250 m): https://directindex.org/r/kaybizzdishes.com - Lai Rai (340 m): https://directindex.org/r/lairai.london - Delta Tavern Kitchen (340 m): https://directindex.org/r/deltatavernrestaurant.co.uk ## What to fix first - **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). 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.** (+15 points) There's no link on the site for an agent to follow. 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 on your own domain. 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 menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai - **Almost no text without JavaScript.** (+2 points) Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. Guide: https://directindex.org/guides/website-blank-without-javascript - **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 ``` 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. ``` # 8020 Georgian Bistro > local business in 56 Peckham Rye, SE15 4JR, London, London. Phone 07886 309407. ## About - Website: https://www.80-20winebar.com - 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. ## Where it stands 7683 of 8985 in London. Top 86% 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 | 87% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 94% | no | | Structured data with address, phone and hours | 63% | no | | Have an llms.txt | 36% | no | Nearest places in the index: Mr Bao (C, 92 m, https://directindex.org/r/mrbao.co.uk); Omni (F, 93 m, https://directindex.org/r/theomnicollective.com); Voodoo Ray's (B, 107 m, https://directindex.org/r/voodoorays.com); Mexican Mama (F, 121 m, https://directindex.org/r/mexican-mama.com); Kaybizz Dishes (A, 252 m, https://directindex.org/r/kaybizzdishes.com); Taco Queen (F, 313 m, https://directindex.org/r/tacoqueenldn.com); The Flygerians - Peckham (D, 322 m, https://directindex.org/r/theflygerians.com); Lai Rai (D, 335 m, https://directindex.org/r/lairai.london); Delta Tavern Kitchen (B, 341 m, https://directindex.org/r/deltatavernrestaurant.co.uk); Suuyar (A, 341 m, https://directindex.org/r/suuyar.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. The assistants were asked 13 everyday questions about London and named 66 places. 8020 Georgian Bistro wasn't one of them. See who was named: https://directindex.org/city/london/recommended See what an AI agent reads on this site: https://directindex.org/r/80-20winebar.com/agent-view ## Businesses like 8020 Georgian Bistro in London | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in London | 8985 | 54% | 36% | 20% | The best of the businesses of the same kind in London: ALBA London - Italian Restaurant Knightsbridge (A 100%, https://directindex.org/r/alba-ldn.uk); AVA - Steakhouse & Grill (A 100%, https://directindex.org/r/avagrill.co.uk); Akatuki (A 100%, https://directindex.org/r/akatuki.co.uk); Aki (A 100%, https://directindex.org/r/akilondon.com); Al-Fanar (A 100%, https://directindex.org/r/alfanarrestaurant.com). 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 81.5%. That would be 1508th of 8,985 in London, up from 7683rd. ## The direct record What agents get for 8020 Georgian Bistro, as JSON: https://directindex.org/api/direct/80-20winebar.com - Book: none on record - Order: none on record - Menu: none on record - Hours: none on record - Phone: 07886 309407 ## 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 | 13 | 25 | | Readable | 0 | 25 | | Actionable | 0 | 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/80-20winebar.com - 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/80-20winebar.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/80-20winebar.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=80-20winebar.com&force=1