The Direct Index
Report · Los Angeles · scanned 2026-10-23

Mrm & Associates

mrmassociates.com is largely invisible to agents.

Listed by Overture Maps.

CallWebsite

Ways to reach Mrm & Associates directly, with no marketplace in between. Checked 2026-10-23. Report a mistake

9324 Reseda Blvd, 91324-6010, Northridge · 7039718407

Nearby, also direct

Places near Mrm & Associates that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

AI assistants can't open Mrm & Associates's website, so they go by what other sites say about it.

20%

13 of 65 points available

–

agent-readiness level

4

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 →

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.

The assistants were asked 12 everyday questions about Los Angeles and named 95 places. Mrm & Associates wasn't one of them. See who was named →

Where it stands

How Mrm & Associates compares

Where it stands

3,472 of 4,350 in Los Angeles

Top 80% of the sites scanned in this index. Just above: Mandarin Kitchen F, Marcona F. Just below: Neighbor F, New China Mongolian Bbq F.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain100%no
Publish the menu or price list as HTML95%no
Let AI crawlers in (no block at the server or in robots.txt)97%no
Structured data with address, phone and hours59%no
Have an llms.txt37%no

The top 10% are the 439 highest-scoring reachable sites in the index at the last update.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Lemón Zëst mediterranean19 mByes
Northern Cafe chinese71 mByes
Emle's California Mediterranean mediterranean, breakfast, california136 mCyes
Tasty Pot chinese143 mByes
Waffle Love164 mAyes
Halal Biriyani Kabob House pakistani205 mCno
Food Joy Catering205 mFno
Sourdough & Co. sandwich313 mByes
My Hero sandwich349 mByes
Maria's Italian Kitchen italian356 mAyes
Businesses like yours

Businesses like Mrm & Associates in Los Angeles

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Los Angeles4,35050%31%20%

The best of the businesses of the same kind in Los Angeles

A Votre Sante A 100% · ADRIANS TACOS A 100% · Aki Shabu A 100% · Alessandro's Pizza A 100% · Amalia's A 100%

After the top fixes

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No booking or ordering link on the website; No menu or price list found), the score would be about 89.2%. That would be 397th of 4,350 in Los Angeles, up from 3472nd.

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 site turns away every visitor that isn't a browser, AI agents included +25 points

    A plain fetch was refused (challenge:attention required). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. How to fix it

  2. No booking or ordering link on the website +13 points

    There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. How to fix it

  3. No menu or price list found +7 points

    Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. How to fix it

  4. Structured data is incomplete +4 points

    Missing: 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 Los Angeles. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

  • robots.txt lets AI crawlers in There's no robots.txt, which means everything is allowed.
  • Structured data found (LocalBusiness) address

Builder: unknown · A plain fetch got challenge:attention required; a real browser got the page, so the scan continues on the rendered page.

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 your builder.

Show the code to paste

Structured data (JSON-LD)

Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong. Guide.

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "Mrm & Associates",
  "url": "https://mrmassociates.com",
  "telephone": "7039718407",
  "address": "9324 Reseda Blvd, 91324-6010, Northridge",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.2398662,
    "longitude": -118.535849
  }
}
</script>
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 F

<a href="https://directindex.org/r/mrmassociates.com"><img src="https://directindex.org/badge/mrmassociates.com.svg" alt="Agent-Direct Score F" 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 Mrm & Associates

No direct path on record: the scan of 2026-10-23 found no booking or ordering link on mrmassociates.com or on a vendor's site. The same record is served as JSON at /api/direct/mrmassociates.com, through the MCP tool direct_record and in the city feed /city/los-angeles/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menunone on record
Hoursnone on record
Phone7039718407

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

Only a real browser got this page (a plain fetch got challenge:attention required); Readable and Actionable were measured on the rendered page.

Agent readiness

Not measured

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.

JSON-LD for the businessyes