The Direct Index
Report · San Diego · scanned 2026-10-16

Richard Walker's Pancake House

richardwalkers.com is mostly ready for agents.

Listed by OpenStreetMap · Overture Maps.

OrderMenuCallWebsite

Ways to reach Richard Walker's Pancake House directly, with no marketplace in between. Checked 2026-10-16. On the business's own site. Report a mistake

Front Street 520 · +1-619-231-7777

Prices: 4 prices on the site, the middle one $21.50

Nearby, also direct

Places near Richard Walker's Pancake House that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

Some AI assistants are turned away by Richard Walker's Pancake House's website. It can read what Richard Walker's Pancake House offers. It finds a way to book or order directly on the site.

84.6%

55 of 65 points available

1/5

agent-readiness level, Basic Web Presence

2

things 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 →

What the site tells visitors Measured, not scored

These don't change the grade.

4 prices on the landing page, the middle one $21.50.

In San Diego, the middle price of comparable sites that show prices is $13.95.

Every city compared →
Named by assistants

Named by Gemini for "Good breakfast near the centre tomorrow from 8. Can I book?" in San Diego, October 2026

Each assistant was asked the way people ask, with web search on, for up to three places in San Diego and a link to each one's own site. This business was named in one answer, by 1 of the 2 assistants asked.

QuestionNamed byAsked
Good breakfast near the centre tomorrow from 8. Can I book?Gemini with a link to this site2026-10-18

Every place named in San Diego, question by question.

Show it

The badge shows how many of the assistants asked named this business, and the month. It updates after every round.

Named by 1 of 2 assistants, Direct Index

<a href="https://directindex.org/r/richardwalkers.com"><img src="https://directindex.org/badge/named/richardwalkers.com.svg" alt="Named by 1 of 2 assistants, Direct Index" width="300" height="40"></a>
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.

Recommended when people ask:
“Good breakfast near the centre tomorrow from 8. Can I book?” (Gemini, with a link to this site)

Where it stands

How Richard Walker's Pancake House compares

Where it stands

374 of 2,243 in San Diego

Top 17% of the sites scanned in this index. Just above: Pie Craft B, PopUp Bagels B. Just below: Rudford's B, Square Pizza Co. 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 HTML94%yes
Let AI crawlers in (no block at the server or in robots.txt)94%no
Structured data with address, phone and hours62%yes
Have an llms.txt37%no

The top 10% are the 230 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites built with WordPress 236,087 sites55%25%84.6%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
McDonald's San Diego171 mDno
Salvatore's Cucina & Lounge italian191 mBno
Cafe 222 breakfast, sandwich213 mAyes
San Diego Chinese Historical chinese220 mFno
Salvatore's Cucina Italiana232 mDno
Striders San Diego253 mFno
Athens Market Taverna greek284 mAyes
Morton's The Steakhouse steak_house323 mAyes
Panda Inn pan_asian333 mFno
CLOSED - Tacos el Cabron mexican342 mFno
Businesses like yours

Businesses like Richard Walker's Pancake House in San Diego

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in San Diego2,24355%36%84.6%
Sites built with WordPress in San Diego56065%45%84.6%

The best of the sites built with WordPress in San Diego

Amuri A 100% · Athens Market Taverna A 100% · Buca di Beppo A 100% · Firefly Eatery & Bar A 100% · Fogo de Chão A 100%

After the top fixes

With the fix above (The server turns AI crawlers away at the door), the score would be about 100%, which would be first of 2,243 in San Diego.

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. The server turns AI crawlers away at the door +10 points

    Requests as GPTBot (http_403), ClaudeBot (http_403), PerplexityBot (http_403) 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. How to fix it

  2. 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. 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 Diego. 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.
  • Structured data found (Restaurant) address, phone, opening hours
  • Menu or price list is an HTML page Agents can read the items and prices.
  • Ordering on your own site Agents can order without going through a marketplace.

Builder: wordpress · contact page /: nothing new; menu page /menu/: 50 menu items in JSON-LD, ordering via doordash_storefront

Fix kit

What to paste

Filled in from the business's own record and this scan. Check every line before it goes live. The guides show where it goes on wordpress.

Where to paste it on WordPress: a plugin that adds code to every page's header, such as WPCode (Insert Headers and Footers), in its Header box. the official help page.

Show the code to paste

llms.txt

Save as /llms.txt at the root of the site. Guide.

# Richard Walker's Pancake House

> restaurant in Front Street 520, San Diego. Phone +1-619-231-7777.

## Book or order directly

- Order: https://www.richardwalkers.com/#order (on the business's own site)
- Menu: https://www.richardwalkers.com/menu/

## About

- Website: https://www.richardwalkers.com/marina-district/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
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/richardwalkers.com"><img src="https://directindex.org/badge/richardwalkers.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 Richard Walker's Pancake House

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/richardwalkers.com, through the MCP tool direct_record and in the city feed /city/san-diego/direct.json.

PathLinkStatus
Booknone on record
Orderwww.richardwalkers.com/#order own sitefound by the scan of 2026-10-16, not yet tested
Menuwww.richardwalkers.com/menu/ html_pagefrom the scan
Hoursnone on record
Phone+1-619-231-7777

Stable links that count: /go/richardwalkers.com/order, /go/richardwalkers.com/menu 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, Toast, or a vendor whose terms allow agents
no

Found one hop past the home page: menu page /menu/: 50 menu items in JSON-LD, ordering via doordash_storefront.

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.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtno how
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