# Fancy Frank's: Agent-Direct Score A (86.2%) Site: https://fancyfranks.co.za/ Report: https://directindex.org/r/fancyfranks.co.za Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.) Fancy Frank's is ready for agents. An AI assistant can open Fancy Frank's's website. It can read what Fancy Frank's offers. It finds a way to book or order directly on the site. ## Direct links - Book directly: https://fancyfranks.co.za/stores (on the business's own site) - Menu: https://fancyfranks.co.za/menu/ - Phone: +27218791923 - Address: Seattle Coffee Company Ocean Square, 4 Ocean Way, 7441, Milnerton ## Nearby, also direct Places near Fancy Frank's that take a booking or an order on their own website, with no marketplace in between. - West Coast Diner CPT (1.7 km): https://directindex.org/r/westcoastdinercpt.co.za - Mikes Kitchen Milnerton (2.7 km): https://directindex.org/r/mikeskitchen.co.za - Tony's Roma (3 km): https://directindex.org/r/tonysroma.co.za ## What to fix first - **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant - **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 27215693745, but OpenStreetMap or Overture Maps lists +27218791923. 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. ``` # Fancy Frank's > person (bar and grill) in Seattle Coffee Company Ocean Square, 4 Ocean Way, 7441, Milnerton, Cape Town. Phone +27218791923. ## Book or order directly - Book: https://fancyfranks.co.za/stores (on the business's own site) - Menu: https://fancyfranks.co.za/menu/ ## About - Website: https://fancyfranks.co.za/ - 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. - **Structured data found (Person).** no address, phone or hours in it - **Menu or price list is an HTML page.** Agents can read the items and prices. - **Booking on your own site.** Agents can book without going through a marketplace. ## Where it stands 58 of 813 in Cape Town. Top 7% 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 | 98% | yes | | Publish the menu or price list as HTML | 91% | yes | | Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes | | Structured data with address, phone and hours | 38% | no | | Have an llms.txt | 42% | no | Nearest places in the index: Roman's Pizza (F, 1089 m, https://directindex.org/r/romanspizza.co.za); West Coast Diner CPT (A, 1733 m, https://directindex.org/r/westcoastdinercpt.co.za); The Greek Lady Foods CC (D, 1800 m, https://directindex.org/r/greekladyfoods.co.za); Hippo's Diner (D, 2092 m, https://directindex.org/r/hipposdiner.co.za); Mikes Kitchen Milnerton (B, 2692 m, https://directindex.org/r/mikeskitchen.co.za); Big Momma's (F, 2735 m, https://directindex.org/r/bigmommas.co.za); Gallo Portuguese Restaurant (C, 2747 m, https://directindex.org/r/gallorestaurant.co.za); West Coast Fisheries (C, 2762 m, https://directindex.org/r/westcoastfisheries.co.za); Tony's Roma (B, 2968 m, https://directindex.org/r/tonysroma.co.za); IntelliSEC Cape Town (D, 2977 m, https://directindex.org/r/intellisec.co.za). ## 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 Cape Town and named 64 places. Fancy Frank's wasn't one of them. See who was named: https://directindex.org/city/cape-town/recommended Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); This site 86.2%. See what an AI agent reads on this site: https://directindex.org/r/fancyfranks.co.za/agent-view ## Businesses like Fancy Frank's in Cape Town | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Cape Town | 813 | 53% | 26% | 86.2% | | Sites built with WordPress in Cape Town | 420 | 60% | 31% | 86.2% | The best of the sites built with WordPress in Cape Town: Ferrymans Tavern (A 100%, https://directindex.org/r/ferrymans.co.za); Quay Four (A 98.5%, https://directindex.org/r/quay4.co.za); Baker & Bean Café, Bakery & Deli (A 95.4%, https://directindex.org/r/bakerandbean.co.za); Woodlands Eatery (A 94.9%, https://directindex.org/r/thewoodlandseatery.com); The Farmhouse Somerset West (A 92.3%, https://directindex.org/r/thefarmhouse.co.za). With the fix above (Structured data is incomplete), the score would be about 95.4%. That would be 16th of 813 in Cape Town, up from 58th. ## The direct record What agents get for Fancy Frank's, as JSON: https://directindex.org/api/direct/fancyfranks.co.za - Book: https://fancyfranks.co.za/stores (own site; found by the scan of 2026-10-24, not yet tested) - Order: none on record - Menu: https://fancyfranks.co.za/menu/ (html_page; from the scan) - Hours: none on record - Phone: +27218791923 - Stable links that count: https://directindex.org/go/fancyfranks.co.za/book, https://directindex.org/go/fancyfranks.co.za/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 Found one hop past the home page: booking page /stores: phone. ## Score breakdown | Component | Points | Available | |---|---|---| | Reachable | 25 | 25 | | Readable | 16 | 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/fancyfranks.co.za - 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: yes Keep watching this business (https://directindex.org/r/fancyfranks.co.za/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/fancyfranks.co.za/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=fancyfranks.co.za&force=1