# Polka Kitchen: Agent-Direct Score C (61.5%) Site: http://www.polka-kitchen.co.uk/ Report: https://directindex.org/r/polka-kitchen.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.) Polka Kitchen is partly visible to agents. An AI assistant can open Polka Kitchen's website. It can read what Polka Kitchen offers. It finds a way to book or order directly, through Dojo. ## Direct links - Book directly: https://web.dojo.app/create_booking/vendor/vyuBay_nx6Hb8mp3dI46BNNzpPD3PI-PfizRPaniH9o_restaurant (through dojo acting for the business) - Menu: http://www.polka-kitchen.co.uk/ala-carte/ - Phone: +447944345133 - Address: Unit 25 Dickens Yard, W5 2TD, London - Its menu mentions: a lunch or set menu - Languages: English, Polish - WhatsApp: a link on the site ## Nearby, also direct Places near Polka Kitchen that take a booking or an order on their own website, with no marketplace in between. - Pizza PepeY (330 m): https://directindex.org/r/pizzapepey.co.uk - ASK Italian (470 m): https://directindex.org/r/askitalian.co.uk - Wok and Slice (840 m): https://directindex.org/r/wokandslice.com - Rani Vegetarian (850 m): https://directindex.org/r/uk.com - Goda London (870 m): https://directindex.org/r/godalondon.co.uk ## What to fix first - **No structured data for the business.** (+14 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 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 - **The phone number on the site doesn't match the open map data.** The site shows 02085677707, but OpenStreetMap or Overture Maps lists +447944345133. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org. ## 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. ``` # Polka Kitchen > local business (polish) in Unit 25 Dickens Yard, W5 2TD, London, London. Phone +447944345133. ## Book or order directly - Book: https://web.dojo.app/create_booking/vendor/vyuBay_nx6Hb8mp3dI46BNNzpPD3PI-PfizRPaniH9o_restaurant (through dojo acting for the business) - Menu: http://www.polka-kitchen.co.uk/ala-carte/ ## About - Website: http://www.polka-kitchen.co.uk/ - 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 dojo on your own domain.** There's no marketplace commission, and the customer stays yours. ## Where it stands 4304 of 8985 in London. Top 48% 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% | yes | | Publish the menu or price list as HTML | 87% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes | | Structured data with address, phone and hours | 64% | no | | Have an llms.txt | 37% | no | Nearest places in the index: Mamacita's Tales (F, 310 m, https://directindex.org/r/mamacitascatering.co.uk); Mermaid Fish Bar (D, 324 m, https://directindex.org/r/mermaidfishbar.co.uk); Pizza PepeY (C, 327 m, https://directindex.org/r/pizzapepey.co.uk); ASK Italian (B, 465 m, https://directindex.org/r/askitalian.co.uk); Wok and Slice (D, 843 m, https://directindex.org/r/wokandslice.com); N3 Indian Tandoor & Bar (C, 846 m, https://directindex.org/r/n3tandoor.com); Rani Vegetarian (B, 847 m, https://directindex.org/r/uk.com); Goda London (A, 868 m, https://directindex.org/r/godalondon.co.uk); Mahavir Sweet Mart (C, 877 m, https://directindex.org/r/mahavirsweetmart.com); Divan Restaurant (A, 888 m, https://directindex.org/r/divan-restaurant.co.uk). ## 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. Polka Kitchen wasn't one of them. See who was named: https://directindex.org/city/london/recommended Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); Sites using Dojo 72% (60% A or B, 293 sites); This site 61.5%. See what an AI agent reads on this site: https://directindex.org/r/polka-kitchen.co.uk/agent-view ## Businesses like Polka Kitchen in London | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in London | 8985 | 54% | 36% | 61.5% | | Sites built with WordPress in London | 2671 | 66% | 48% | 61.5% | | Sites using Dojo in London | 136 | 72% | 62% | 61.5% | | Sites built with WordPress and using Dojo in London | 61 | 70% | 52% | 61.5% | The best of the sites built with WordPress and using Dojo in London: Chit Chaat (A 95.4%, https://directindex.org/r/chitchaat.co); Yogi's Kensington (A 95.4%, https://directindex.org/r/yogiskensington.co.uk); 314 Kitchen and Bar (A 92.3%, https://directindex.org/r/314kitchenandbar.co.uk); Yori Banjum (A 92.3%, https://directindex.org/r/yoribanjum.com); The Crossing (A 89.2%, https://directindex.org/r/thecrossing-barnes.co.uk). With the two fixes above (No structured data for the business; No working HTTPS), the score would be about 87.7%. That would be 818th of 8,985 in London, up from 4304th. ## The direct record What agents get for Polka Kitchen, as JSON: https://directindex.org/api/direct/polka-kitchen.co.uk - Book: https://web.dojo.app/create_booking/vendor/vyuBay_nx6Hb8mp3dI46BNNzpPD3PI-PfizRPaniH9o_restaurant (vendor on own site: Dojo; found by the scan of 2026-10-21, not yet tested) - Order: none on record - Menu: http://www.polka-kitchen.co.uk/ala-carte/ (html_page; from the scan) - Hours: none on record - Phone: +447944345133 - Stable links that count: https://directindex.org/go/polka-kitchen.co.uk/book, https://directindex.org/go/polka-kitchen.co.uk/menu - Agents and people followed 5 direct links to this business this month (5 by AI agents). ## 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, Dojo: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 22 | 25 | | Readable | 8 | 25 | | Actionable | 10 | 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/polka-kitchen.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: 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: no Keep watching this business (https://directindex.org/r/polka-kitchen.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/polka-kitchen.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 ยท Rescan now: https://directindex.org/scan?url=polka-kitchen.co.uk&force=1