# Ocean Fresh: Agent-Direct Score C (61.5%) Site: http://www.oceanfreshatsteves.com Report: https://directindex.org/r/oceanfreshatsteves.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.) Ocean Fresh is partly visible to agents. An AI assistant can open Ocean Fresh's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly on the site. ## Direct links - Order directly: https://oceanfreshatsteves.com/index.php/order-online/ (on the business's own site) - Phone: +44 20 8567 5662 - Address: Uxbridge Road 166 ## Nearby, also direct Places near Ocean Fresh that take a booking or an order on their own website, with no marketplace in between. - French Tacos (80 m): https://directindex.org/r/frenchtacos.co.uk - Sobe Burger (360 m): https://directindex.org/r/sobeburger.co.uk - Chicken Spice (550 m): https://directindex.org/r/chickenspice.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 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 - **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. ``` # Ocean Fresh > fast food restaurant (fish and chips) in Uxbridge Road 166, London. Phone +44 20 8567 5662. ## Book or order directly - Order: https://oceanfreshatsteves.com/index.php/order-online/ (on the business's own site) ## About - Website: http://www.oceanfreshatsteves.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. - **Ordering on your own site.** Agents can order without going through a marketplace. ## Where it stands 4295 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% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes | | Structured data with address, phone and hours | 63% | no | | Have an llms.txt | 36% | no | Nearest places in the index: Ealing Balti House (F, 71 m, https://directindex.org/r/ealingbalti.co.uk); French Tacos (B, 77 m, https://directindex.org/r/frenchtacos.co.uk); Wild Thing Colombian Coffee (F, 80 m, https://directindex.org/r/wildthing.coffee); Didcot kebab (F, 274 m, https://directindex.org/r/didcotkebab.co.uk); Sobe Burger (B, 358 m, https://directindex.org/r/sobeburger.co.uk); Taste of Lahore (D, 489 m, https://directindex.org/r/tasteoflahoreealing.co.uk); Chelsea Cake Shop (C, 510 m, https://directindex.org/r/chelseacakeshop.co.uk); Chicken Spice (C, 552 m, https://directindex.org/r/chickenspice.co.uk); The Kings Arms (D, 587 m, https://directindex.org/r/highpress25.co.uk); 12th Street (F, 597 m, https://directindex.org/r/12thstreetburgers.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. Ocean Fresh wasn't one of them. See who was named: https://directindex.org/city/london/recommended Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); This site 61.5%. See what an AI agent reads on this site: https://directindex.org/r/oceanfreshatsteves.com/agent-view ## Businesses like Ocean Fresh 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% | The best of the sites built with WordPress in London: AVA - Steakhouse & Grill (A 100%, https://directindex.org/r/avagrill.co.uk); Aki (A 100%, https://directindex.org/r/akilondon.com); Ara Restaurant (A 100%, https://directindex.org/r/ararestaurant.co.uk); Baba Restaurant Chelsea (A 100%, https://directindex.org/r/babachelsea.co.uk); Bonheur by Matt Abe (A 100%, https://directindex.org/r/bonheurbymattabe.com). With the two fixes above (No structured data for the business; No menu or price list found), the score would be about 95.4%. That would be 187th of 8,985 in London, up from 4295th. ## The direct record What agents get for Ocean Fresh, as JSON: https://directindex.org/api/direct/oceanfreshatsteves.com - Book: none on record - Order: https://oceanfreshatsteves.com/index.php/order-online/ (own site; found by the scan of 2026-10-21, not yet tested) - Menu: none on record - Hours: none on record - Phone: +44 20 8567 5662 - Stable links that count: https://directindex.org/go/oceanfreshatsteves.com/order ## 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 Found one hop past the home page: booking page /index.php/order-online/: ordering via ubereats, ordering via deliveroo, ordering link (own domain). ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 0 | 25 | | Actionable | 15 | 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/oceanfreshatsteves.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/oceanfreshatsteves.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/oceanfreshatsteves.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=oceanfreshatsteves.com&force=1