The Direct Index
Report · San Francisco · scanned 2026-10-14

Frenchie

frenchiewinebar.com is mostly ready for agents.

Book directly: frenchiewinebar.com/reservations/ on the business's own site · Menu: frenchiewinebar.com/menu-frenchie/

See what an AI agent reads on this site →

B
79.5%

51.7 of 65 points available

1/5

agent-readiness level, Basic Web Presence

3

things to fix

Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.

Findings

What to fix first

  1. Structured data is incomplete +7 points

    Missing: address, telephone, opening hours. How to fix it

  2. The server turns AI crawlers away at the door +3.3 points

    Live fetches as GPTBot (http_429) were refused while a normal browser got the page. This is usually a hosting or firewall bot list the owner never chose. Ask the host to allow these user agents. How to fix it

  3. No llms.txt no points, still worth doing

    Optional today, cheap to add: a short text file describing the business for language models. How to fix it

No one is listed yet to fix this in San Francisco. List your agency or yourself: free, reviewed by hand.

Already right

Builder: wordpress · Front: cloudflare · Cloudflare in front; AI crawlers blocked at the edge

Fix kit

What to paste

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

Structured data (JSON-LD)

One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Restaurant",
  "name": "Frenchie",
  "url": "https://frenchiewinebar.com/",
  "telephone": "+1 415-793-5897",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Guerrero Street 1007"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.7549036,
    "longitude": -122.4230099
  },
  "acceptsReservations": "https://frenchiewinebar.com/reservations/",
  "hasMenu": "https://frenchiewinebar.com/menu-frenchie/",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://frenchiewinebar.com/reservations/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>

llms.txt

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

# Frenchie

> restaurant in Guerrero Street 1007, San Francisco. Phone +1 415-793-5897.

## Book or order directly

- Book: https://frenchiewinebar.com/reservations/ (on the business's own site)
- Menu: https://frenchiewinebar.com/menu-frenchie/

## About

- Website: https://frenchiewinebar.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
Where it stands

273 of 1,261 in San Francisco

Top 22% of the sites scanned in this index. Just above: Ruby's B, Taqueria El Farolito B. Just below: Blue Mermaid B, Burmatown B.

What the top tenth 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 edge block, no robots.txt block)94%no
Structured data with address, phone and hours50%no
Have an llms.txt13%no

The top tenth is the 127 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with WordPress 35,830 sites57%26%79.5%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Aroi Thai thai5 mFno
NTR Biryani indian173 mDno
Hem by LeQuy vietnamese199 mFno
Heung Yuen chinese226 mFno
Beretta italian235 mByes
Udupi Palace indian272 mFno
Señor Sisig filipino288 mAyes
Sidewalk Juice juice290 mByes
Loló mexican, californian312 mAyes
Mission Picnic sandwich314 mAyes
Businesses like yours

Businesses like Frenchie in San Francisco

GroupSitesAvg scoreA or BThis site
Same kind in San Francisco1,26145%37%79.5%
Built with WordPress in San Francisco17769%55%79.5%

The best of Built with WordPress in San Francisco

ABSteak A 100% · Z & Y Restaurant A 100% · Benihana A 93.8% · Crepes on Cole A 92.3% · Roka Akor A 92.3%

The climb

With the two fixes above (Structured data is incomplete; The server turns AI crawlers away at the door) the score would be about 95.4%: 15th of 1,261 in San Francisco, up from 273rd.

Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.

Agent readiness

Level 1 of 5, Basic Web Presence

The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of 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 discoveryyes
OAuth protected resource metadatayes
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
Assistants

What assistants answer

Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.

Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

Badge

Show the score

Owners who score well embed the badge; it links back here and updates with every scan.

Agent-Direct Score B

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

Own this business?

Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.

Rescan now Markdown

Deep report Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.

Send the fixes to your web person
One email, the fixes and the link; nothing stored.