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

Cafe Madeleine

cafemadeleinesf.com is mostly ready for agents.

Listed by OpenStreetMap · Overture Maps.

OrderMenuCallWebsite

Ways to reach Cafe Madeleine directly, with no marketplace in between. Checked 2026-10-24. On the business's own site. Report a mistake

Hours, from OpenStreetMap · Overture Maps: Mon–Fri 08:00–16:00 · Sat–Sun closed

4152274077

Its menu mentions: vegan options · Outdoor seating (OpenStreetMap)

Prices: 3 prices on the site, the middle one $66.00

Nearby, also direct

Places near Cafe Madeleine 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 Cafe Madeleine's website. It can read what Cafe Madeleine offers. It finds a way to book or order directly on the site.

70.8%

46 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.

3 prices on the landing page, the middle one $66.00.

In San Francisco, the middle price of comparable sites that show prices is $19.00.

Every city compared →
Named by assistants

Named by Gemini for "A cafe for breakfast near the centre tomorrow at 8" in San Francisco cafes and bars, October 2026

Each assistant was asked the way people ask, with web search on, for up to three places in San Francisco cafes and bars 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
A cafe for breakfast near the centre tomorrow at 8.Gemini with a link to this site2026-10-25

Every place named in San Francisco cafes and bars, 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/cafemadeleinesf.com"><img src="https://directindex.org/badge/named/cafemadeleinesf.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:
“A cafe for breakfast near the centre tomorrow at 8.” (Gemini, with a link to this site)

Where it stands

How Cafe Madeleine compares

Where it stands

Not ranked yet in San Francisco cafes and bars

The ranking updates every hour. This site joins it at the next update.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain98%yes
Publish the menu or price list as HTML83%yes
Let AI crawlers in (no block at the server or in robots.txt)98%no
Structured data with address, phone and hours32%no
Have an llms.txt25%yes

Compared with its peers

Average scoreA or BThis site
Sites built with WordPress 236,086 sites55%25%70.8%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Shoji fine_dining, japanese39 mCno
Sana’a Cafe coffee_shop, yemeni57 mDyes
111 Minna Gallery64 mByes
Yerba Buena Bar91 mCno
SOMA Eats american104 mCyes
Anchor & Hope119 mDno
Natoma Cabana122 mCno
Novela139 mByes
Tequila Mockingbird139 mAyes
Steps Coffee coffee_shop154 mCyes
Businesses like yours

Businesses like Cafe Madeleine in San Francisco cafes and bars

GroupSitesAvg scoreA or BThis site
Sites built with WordPress in San Francisco cafes and bars18056%27%70.8%
Findings

What to fix first

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

    Requests as GPTBot (http_429), ClaudeBot (http_429), PerplexityBot (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. How to fix it

  2. Structured data is incomplete +6 points

    Missing: address, telephone, opening hours. 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 cafes and bars. 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 (Organization) no address, phone or hours in it
  • 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 /contact/: nothing new; menu page /cakes-menu/: nothing new; booking page /orders: nothing new · What to paste

Owners

Own this business?

Claiming is free and takes one email to confirm. Then you can correct what assistants are told, and 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

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