The Direct Index
Report · San Francisco · scanned 2026-10-24

Monterey Fish

montereyfish.com is mostly ready for agents.

Listed by Overture Maps.

OrderCallWebsite

Ways to reach Monterey Fish directly, with no marketplace in between. Checked 2026-10-24. Through square acting for the business. Report a mistake

33 Pier 37, 94111, San Francisco · (415) 956-1985

Nearby, also direct

Places near Monterey Fish that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

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.

76.9%

50 of 65 points available

1/5

agent-readiness level, Basic Web Presence

1

thing to fix

Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.

See what an AI agent reads on this site →

Assistants

What assistants answer

Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.

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 →

Where it stands

How Monterey Fish compares

Where it stands

500 of 2,391 in San Francisco

Top 21% of the sites scanned in this index. Just above: Mel's Drive-in B, Mini Bar B. Just below: MrBeast Burger B, Odumak B.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain100%yes
Publish the menu or price list as HTML89%no
Let AI crawlers in (no block at the server or in robots.txt)96%yes
Structured data with address, phone and hours55%yes
Have an llms.txt25%yes

The top 10% are the 244 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites built with Webflow 9,011 sites56%22%76.9%
Sites using Square 5,073 sites65%41%76.9%

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Butterfly Restaurant seafood127 mFno
Crab House seafood534 mByes
Fishermans Wharf, SFO seafood591 mCno
Swiss Louis italian, seafood595 mFno
Bubba Gump Shrimp Company seafood615 mByes
Cousins Maine Lobster Restaurant - Pier 41 San Francisco seafood682 mCyes
California Fish Market seafood947 mCno
Sotto Mare italian, seafood948 mAyes
Portofino Seafood Co. seafood983 mFno
Sabella & La Torre seafood990 mCno
Businesses like yours

Businesses like Monterey Fish in San Francisco

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in San Francisco2,39149%32%76.9%
Sites built with Webflow in San Francisco3563%31%76.9%
Sites using Square in San Francisco7267%46%76.9%
Sites built with Webflow and using Square in San Francisco268%50%76.9%

The best of the sites using Square in San Francisco

La Méditerranée A 100% · Hot Johnnies Smokehouse A 95.4% · Apna Chulha A 90.8% · Tommy's Joynt A 90% · Bowl'd Acai A 87.7%

After the top fixes

With the fix above (No menu or price list found), the score would be about 87.7%. That would be 218th of 2,391 in San Francisco, up from 500th.

Peers are the businesses in the same index that have a reachable site, using the latest scan of each. The rank comes from the index's current ranking.

Findings

What to fix first

  1. 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. How to fix it

Send the fixes to your web person

One email with the fixes and the link. Nothing is stored.

No one is listed yet to fix this in San Francisco. List your agency or yourself. It's free, and every listing is reviewed by hand.

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.

Builder: webflow · contact page /contact-us: nothing new

Owners

Own this business?

If you fixed something or think a check is wrong, rescan. Rescans are free. Claiming takes one email to confirm. After that, the three assistants are asked about the business right away and the site is rescanned every week. You get a message only when the score changes.

· Markdown · Dispute a check

Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.

Show the score

Owners who score well put the badge on their site. It links back here and updates with every scan.

Agent-Direct Score B

<a href="https://directindex.org/r/montereyfish.com"><img src="https://directindex.org/badge/montereyfish.com.svg" alt="Agent-Direct Score B" width="236" height="40"></a>
For developers and agents

What agents get, and what the site publishes

The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes.

Show the details
The direct record

What agents get for Monterey Fish

The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/montereyfish.com, through the MCP tool direct_record and in the city feed /city/san-francisco/direct.json.

PathLinkStatus
Booknone on record
Ordermonterey-fish-retail-pickup-berkeley.square.site/ vendor on own site: Squarefound by the scan of 2026-10-24, not yet tested
Menunone on record
Hoursnone on record
Phone(415) 956-1985

Stable links that count: /go/montereyfish.com/order answer 302 to the links above; the count is the line "followed N direct links" on this page.

Owners: claim the business below to correct this record; the claim email carries the link.

Transactable

Can an agent transact?

Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.

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, read 2026-10-15
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. Source. About Square · all vendors.

Agent readiness

Level 1 of 5, Basic Web Presence

These are the standards an agent looks for before it reads a page, checked the same way as Cloudflare's Agent Readiness scan. They don't count toward the score. Each missing item links to a how-to. Cloudflare's report.

Link headers on the homepageno how
sitemap.xmlyes
AI bot rules in robots.txtno how
Content Signals in robots.txtyes
Markdown on Accept: text/markdownno how
llms.txtyes
API catalog (RFC 9727)no how
MCP server cardno how
A2A agent cardno how
Agent Skills indexno how
OAuth or OIDC discoveryno how
OAuth protected resource metadatano how
auth.mdno how
Web Bot Auth key directoryno how
ARD capability manifestno how
DNS-AID recordsno how
WebMCP tools on the pageno how
JSON-LD for the businessyes