# Bangkok Bob's: Agent-Direct Score B (81.5%)

Site: https://bangkokbobs.com/bangkokbobs-bangkok-linktree-946959
Report: https://directindex.org/r/bangkokbobs.com
Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Bangkok Bob's is mostly ready for agents.
An AI assistant can open Bangkok Bob's'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
- Book directly: https://bangkokbobs.com/contact (on the business's own site)
- Order directly: https://bangkokbobs.com/takeaway (on the business's own site)
- Phone: +6623822301
- Address: 959 Pridi, Soi Pridi Banomyong 37, 10110, กรุงเทพมหานคร

## Nearby, also direct
Places near Bangkok Bob's that take a booking or an order on their own website, with no marketplace in between.
- Caper by Dan Bark (600 m): https://directindex.org/r/caper-danbark.com

## What to fix first
- **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
- **The phone number on the site doesn't match the open map data.** The site shows +66946661489, but OpenStreetMap or Overture Maps lists +6623822301. 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.

## 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 (Restaurant).** address, phone, opening hours
- **Booking on your own site.** Agents can book without going through a marketplace.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
149 of 1918 in Bangkok. Top 8% 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 | 88% | yes |
| Publish the menu or price list as HTML | 85% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 92% | yes |
| Structured data with address, phone and hours | 40% | yes |
| Have an llms.txt | 50% | yes |

Nearest places in the index: Egg All Day (F, 318 m, https://directindex.org/r/eggallday.com); Homie GriWis (D, 395 m, https://directindex.org/r/enlistgroup.com); ร้าน เกียรติเจริญ (D, 483 m, https://directindex.org/r/thaipuma.com); Red Pizza Bangkok (D, 512 m, https://directindex.org/r/redbangkok.com); Artlicious (D, 594 m, https://directindex.org/r/artliciousbkk.com); Caper by Dan Bark (A, 597 m, https://directindex.org/r/caper-danbark.com); Cadence by Dan Bark (F, 601 m, https://directindex.org/r/cadence-danbark.com); Shabu Yorokobu (A, 723 m, https://directindex.org/r/shabu-yorokobu.com); GaGa Udon House (B, 734 m, https://directindex.org/r/gagaudon.com); Olive Bangkok (F, 741 m, https://directindex.org/r/olivebangkok.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 66 places. Bangkok Bob's wasn't one of them. See who was named: https://directindex.org/city/bangkok/recommended


See what an AI agent reads on this site: https://directindex.org/r/bangkokbobs.com/agent-view

## Businesses like Bangkok Bob's in Bangkok

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Bangkok | 1918 | 46% | 20% | 81.5% |

The best of the businesses of the same kind in Bangkok: Addictions by Kitch Witch (A 100%, https://directindex.org/r/bangkok-addictions.com); Artur (A 100%, https://directindex.org/r/arturrestaurant.com); Azzurro Trattoria Italiana W- District (A 100%, https://directindex.org/r/azzurrotrattoriaitaliana-w.com); Bonjour Bonsoir - Parisian French Bistro (A 100%, https://directindex.org/r/bonjourbonsoir-bkk.com); Clara (A 100%, https://directindex.org/r/clarabangkok.com).

With the two fixes above (No menu or price list found; Almost no text without JavaScript), the score would be about 95.4%. That would be 18th of 1,918 in Bangkok, up from 149th.

## The direct record
What agents get for Bangkok Bob's, as JSON: https://directindex.org/api/direct/bangkokbobs.com
- Book: https://bangkokbobs.com/contact (own site; found by the scan of 2026-10-22, not yet tested)
- Order: https://bangkokbobs.com/takeaway (own site; found by the scan of 2026-10-22, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: +6623822301
- Stable links that count: https://directindex.org/go/bangkokbobs.com/book, https://directindex.org/go/bangkokbobs.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 /contact: business JSON-LD, address, telephone, opening hours, ordering link (own domain), booking link (other), phone.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 23 | 25 |
| Readable | 15 | 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/bangkokbobs.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: yes
- 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/bangkokbobs.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/bangkokbobs.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=bangkokbobs.com&force=1