The Direct Index
Report · boston · scanned 2026-10-14

Petit Robert Bistro

petitrobertbistro.com is mostly ready for agents.

B
80%

52 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

    Missing: telephone. How to fix it

  2. Menu is a PDF

    Most agents skip PDFs or read them badly. Publish the menu as HTML, keep the PDF as a download. How to fix it

  3. No llms.txt

    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 Boston. List your agency or yourself: free, reviewed by hand.

Already right

Builder: squarespace · Front: cloudflare

Where it stands

194 of 828 in Boston

Top 23% of the sites scanned in this index. Just above: Ms. Clucks Deluxe Chicken & Dumplings B, Neptune Oyster B. Just below: Petula’s B, Prairie Fire 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 HTML98%no
Let AI crawlers in (no edge block, no robots.txt block)92%yes
Structured data with address, phone and hours46%no
Have an llms.txt18%no

The top tenth is the 84 best-scoring reachable sites of the index at the last refresh.

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
LPM Restaurant & Bar Boston french564 mCyes
Rochambeau french720 mAyes
Mistral french775 mAyes
Gaslight Brasserie french950 mDno
Deuxave french1.1 kmAyes
Café Sauvage french1.2 kmByes
Bistro du Midi french1.3 kmCno
Ma Maison french2.2 kmByes
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.

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
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/petitrobertbistro.com"><img src="https://directindex.org/badge/petitrobertbistro.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.

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