# Monterey Fish: Agent-Direct Score B (76.9%)

Site: http://www.montereyfish.com
Report: https://directindex.org/r/montereyfish.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.)
Monterey Fish is mostly ready for agents.
An AI assistant can open Monterey Fish'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, through Square.

## Direct links
- Order directly: https://monterey-fish-retail-pickup-berkeley.square.site/ (through square acting for the business)
- Phone: (415) 956-1985
- Address: 33 Pier 37, 94111, San Francisco

## Nearby, also direct
Places near Monterey Fish that take a booking or an order on their own website, with no marketplace in between.
- Crab House (530 m): https://directindex.org/r/crabhouse39.com
- Pier Market (560 m): https://directindex.org/r/piermarket.com
- Bubba Gump Shrimp Company (620 m): https://directindex.org/r/bubbagump.com
- Cousins Maine Lobster Restaurant - Pier 41 San Francisco (680 m): https://directindex.org/r/cousinsmainelobster.com
- Sotto Mare (950 m): https://directindex.org/r/sottomaresf.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

## 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 (FoodEstablishment).** address, phone, opening hours
- **Ordering through square on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
500 of 2392 in San Francisco. Top 21% 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 | 89% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 55% | yes |
| Have an llms.txt | 25% | yes |

Nearest places with a similar menu: Butterfly Restaurant (F, 127 m, https://directindex.org/r/butterflysf.com); Crab House (B, 534 m, https://directindex.org/r/crabhouse39.com); Pier Market (B, 563 m, https://directindex.org/r/piermarket.com); Fishermans Wharf, SFO (C, 591 m, https://directindex.org/r/fishermanswharf.org); Swiss Louis (F, 595 m, https://directindex.org/r/swisslouis.com); Bubba Gump Shrimp Company (B, 615 m, https://directindex.org/r/bubbagump.com); Cousins Maine Lobster Restaurant - Pier 41 San Francisco (C, 682 m, https://directindex.org/r/cousinsmainelobster.com); California Fish Market (C, 947 m, https://directindex.org/r/cafishmarketrestaurant.com); Sotto Mare (A, 948 m, https://directindex.org/r/sottomaresf.com); Portofino Seafood Co. (F, 983 m, https://directindex.org/r/paradorwisconsin.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 22 everyday questions about San Francisco and named 113 places. Monterey Fish wasn't one of them. See who was named: https://directindex.org/city/san-francisco/recommended


Compared with its peers: Sites built with Webflow 56% (22% A or B, 9011 sites); Sites using Square 65% (41% A or B, 5073 sites); This site 76.9%.

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

## Businesses like Monterey Fish in San Francisco

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Francisco | 2392 | 49% | 32% | 76.9% |
| Sites built with Webflow in San Francisco | 37 | 64% | 32% | 76.9% |
| Sites using Square in San Francisco | 72 | 67% | 46% | 76.9% |
| Sites built with Webflow and using Square in San Francisco | 2 | 68% | 50% | 76.9% |

The best of the sites using Square in San Francisco: La Méditerranée (A 100%, https://directindex.org/r/lamednoe.com); Hot Johnnies Smokehouse (A 95.4%, https://directindex.org/r/hotjohnnies.com); Apna Chulha (A 90.8%, https://directindex.org/r/apnachulhasf.com); Tommy's Joynt (A 90%, https://directindex.org/r/tommysjoynt.com); Bowl'd Acai (A 87.7%, https://directindex.org/r/bowldacai.com).

With the fix above (No menu or price list found), the score would be about 87.7%. That would be 218th of 2,392 in San Francisco, up from 500th.

## The direct record
What agents get for Monterey Fish, as JSON: https://directindex.org/api/direct/montereyfish.com
- Book: none on record
- Order: https://monterey-fish-retail-pickup-berkeley.square.site/ (vendor on own site: Square; found by the scan of 2026-10-24, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: (415) 956-1985
- Stable links that count: https://directindex.org/go/montereyfish.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): yes
- Vendor terms for agents, Square: Yes. Square takes orders placed in ChatGPT and Claude for US food sellers since 1 July 2026 with no seller setup; its Buyer Account Terms still bar robots and scrapers from accessing Block systems. Read 2026-10-15: https://squareup.com/us/en/press/claude-chatgpt-integrations

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 15 | 25 |
| Actionable | 10 | 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/montereyfish.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- Content Signals in robots.txt: yes
- 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/montereyfish.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/montereyfish.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=montereyfish.com&force=1