The Direct Index
Report · los angeles · scanned 2026-10-14

Mr. Ramen

mrramendtla.com is partly visible to agents.

C
67.7%

44 of 65 points available

1/5

agent-readiness level, Basic Web Presence

2

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. 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

  2. No booking or ordering path at all

    Agents have nothing to act on. Add a booking or ordering page on your own domain. How to fix it

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

Already right

Builder: wix · Front: cloudflare

Where it stands

583 of 1,666 in Los Angeles

Top 35% of the sites scanned in this index. Just above: Los Amigos Bar & Grill C, Matsuhisa C. Just below: Sushi Ai C, Tasty Noodle House C.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain100%no
Publish the menu or price list as HTML97%no
Let AI crawlers in (no edge block, no robots.txt block)96%yes
Structured data with address, phone and hours47%yes
Have an llms.txt20%yes

The top tenth is the 169 best-scoring reachable sites of the index at the last refresh.

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Rakkan Ramen japanese33 mBno
Oomasa japanese56 mBno
Onigiri Sun japanese65 mCyes
Izakaya Gazen japanese74 mCno
Sushi & Teri sushi, japanese95 mAyes
Shabu-Shabu House japanese99 mByes
TOT Little Tokyo japanese139 mByes
Chubby Cattle japanese181 mDno
Izakaya Go japanese186 mAyes
Azay japanese, french230 mCno
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.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
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 C

<a href="https://directindex.org/r/mrramendtla.com"><img src="https://directindex.org/badge/mrramendtla.com.svg" alt="Agent-Direct Score C" 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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