# See Fah: Agent-Direct Score C (64.2%) Site: http://www.seefah.com/ Report: https://directindex.org/r/seefah.com 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.) See Fah is partly visible to agents. Some AI assistants are turned away by See Fah's website. What See Fah offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly on the site. ## Direct links - Order directly: https://seefah.com/wp-content/uploads/2026/03/Delivery-Nov-68.pdf (on the business's own site) - Menu: https://seefah.com/wp-content/uploads/2026/03/Coffee-Break-Menu.pdf - Phone: 094-445-5966 - Languages: Thai, English ## Nearby, also direct Places near See Fah that take a booking or an order on their own website, with no marketplace in between. - Bo.lan (180 m): https://directindex.org/r/bolan.co.th - ร้านอาหารไทย ซอสามสาย รสล้ำตำรับไทย Sawsamsai Authentic Thai Restaurant (510 m): https://directindex.org/r/sawsamsaicatering.com - Jirakaan Restaurant (550 m): https://directindex.org/r/jirakaan.com - R-Haan (640 m): https://directindex.org/r/r-haan.com ## 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 - **The server turns AI crawlers away at the door.** (+3.3 points) Requests as GPTBot (http_429) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing - **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. 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. ``` # See Fah > restaurant (thai) in Bangkok. Phone 094-445-5966. ## Book or order directly - Order: https://seefah.com/wp-content/uploads/2026/03/Delivery-Nov-68.pdf (on the business's own site) - Menu: https://seefah.com/wp-content/uploads/2026/03/Coffee-Break-Menu.pdf ## About - Website: http://www.seefah.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. - **Ordering on your own site.** Agents can order without going through a marketplace. ## Where it stands 510 of 2044 in Bangkok. Top 25% 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 | 87% | yes | | Publish the menu or price list as HTML | 85% | no | | Let AI crawlers in (no block at the server or in robots.txt) | 90% | no | | Structured data with address, phone and hours | 40% | no | | Have an llms.txt | 50% | no | Nearest places with a similar menu: Sit and Wonder (D, 92 m, https://directindex.org/r/sitandwonderbkk.com); Err Urban Rustic Thai (C, 141 m, https://directindex.org/r/errurbanrusticthai.co.th); Soul Food Mahanakorn (F, 153 m, https://directindex.org/r/pafikabngawi.org); Bo.lan (B, 180 m, https://directindex.org/r/bolan.co.th); Khua Kling + Pak Sod (B, 318 m, https://directindex.org/r/khuaklingpaksod.com); ร้านอาหารไทย ซอสามสาย รสล้ำตำรับไทย Sawsamsai Authentic Thai Restaurant (A, 505 m, https://directindex.org/r/sawsamsaicatering.com); Jirakaan Restaurant (B, 549 m, https://directindex.org/r/jirakaan.com); Konlamoh (C, 566 m, https://directindex.org/r/konlamoh.com); ตำมั่วเอกมัย (F, 586 m, https://directindex.org/r/tummour.com); R-Haan (A, 641 m, https://directindex.org/r/r-haan.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 12 everyday questions about Bangkok and named 65 places. See Fah wasn't one of them. See who was named: https://directindex.org/city/bangkok/recommended Compared with its peers: Sites built with WordPress 55% (24% A or B, 224455 sites); This site 64.2%. See what an AI agent reads on this site: https://directindex.org/r/seefah.com/agent-view ## Businesses like See Fah in Bangkok | Group | Sites | Avg score | A or B | This site | |---|---|---|---|---| | Businesses of the same kind in Bangkok | 2044 | 46% | 20% | 64.2% | | Sites built with WordPress in Bangkok | 597 | 56% | 26% | 64.2% | The best of the sites built with WordPress in Bangkok: Addictions by Kitch Witch (A 100%, https://directindex.org/r/bangkok-addictions.com); Khaan Thai (A 100%, https://directindex.org/r/khaanbkk.com); Rasayana Retreat (A 100%, https://directindex.org/r/rasayanaretreat.com); Yankii Robatayaki & Bar (A 100%, https://directindex.org/r/yankiirestaurant.com); Blue Elephant (A 95.4%, https://directindex.org/r/blueelephant.com). With the three fixes above (No structured data for the business; The server turns AI crawlers away at the door; Menu or price list is a PDF), the score would be about 95.4%. That would be 20th of 2,044 in Bangkok, up from 510th. ## The direct record What agents get for See Fah, as JSON: https://directindex.org/api/direct/seefah.com - Book: none on record - Order: https://seefah.com/wp-content/uploads/2026/03/Delivery-Nov-68.pdf (own site; found by the scan of 2026-10-24, not yet tested) - Menu: https://seefah.com/wp-content/uploads/2026/03/Coffee-Break-Menu.pdf (pdf; from the scan) - Hours: none on record - Phone: 094-445-5966 - Stable links that count: https://directindex.org/go/seefah.com/order, https://directindex.org/go/seefah.com/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 | 21.7 | 25 | | Readable | 5 | 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/seefah.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/seefah.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/seefah.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 · Rescan now: https://directindex.org/scan?url=seefah.com&force=1