The Direct Index
Report · Los Angeles dentists, clinics and vets · scanned 2026-10-23

Bmb Medical Group, Inc

bmbmedical.net is largely invisible to agents.

Listed by Overture Maps.

BookCallWebsite

Ways to reach Bmb Medical Group, Inc directly, with no marketplace in between. Checked 2026-10-23. On the business's own site. Report a mistake

450 S Western Ave Ste 206, 90020-4199, Los Angeles · 13239659650

Languages: English, Korean

Nearby, also direct

Places near Bmb Medical Group, Inc 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 Bmb Medical Group, Inc's website, so they go by what other sites say about it.

24.6%

16 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 dentists, clinics and vets and named 61 places. Bmb Medical Group, Inc wasn't one of them. See who was named →

Where it stands

How Bmb Medical Group, Inc compares

Where it stands

Not ranked yet in Los Angeles dentists, clinics and vets

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 domain100%yes
Publish the menu or price list as HTML17%no
Let AI crawlers in (no block at the server or in robots.txt)100%no
Structured data with address, phone and hours42%no
Have an llms.txt25%no

The top 10% are the 12 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites built with Duda 2,300 sites43%10%24.6%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Nobel Dentistry299 mDno
One Dental Specialties355 mFno
Beverly Dental Group373 mFno
CARA Plastic Surgery and Laser Center381 mCno
Green Dental General & Cosmetic402 mFno
Serrano Eye Center Medical Group406 mCno
Sun's Acupuncture Clinic413 mFno
Childrens Hospital Los Angeles Medical Group418 mFno
웨이브 성형외과 & 피부 레이저센터566 mByes
Peter J. Chung Cardiology573 mFno
Businesses like yours

Businesses like Bmb Medical Group, Inc in Los Angeles dentists, clinics and vets

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Los Angeles dentists, clinics and vets11851%25%24.6%
Sites built with Duda in Los Angeles dentists, clinics and vets1542%7%24.6%

The best of the sites built with Duda in Los Angeles dentists, clinics and vets

North Hills Dental B 70.8% · Dr. Joyce Family and Cosmetic Dentistry C 63.1% · Dream Team Dental - Eagle Rock C 63.1% · Open Arms Pregnancy Clinic C 63.1% · The Los Angeles Headache Center C 63.1%

After the top fixes

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No structured data for the business; No list of services and prices found), the score would be about 95.4%, which would be first of 118 in Los Angeles dentists, clinics and vets.

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 (http_403). 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 structured data for the business +14 points

    Add schema.org JSON-LD for the business (Dentist, MedicalClinic, Physiotherapy or the closest type, with name, address, telephone and openingHoursSpecification). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it

  3. No list of services and prices found +7 points

    Agents answer 'what do they treat and what does it cost?' from directories instead. Add a page that lists services and prices as text, and link to it from the homepage. How to fix it

  4. The phone number on the site doesn't match the open map data

    The site shows (203) 423-3132, but OpenStreetMap or Overture Maps lists 13239659650. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

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 dentists, clinics and vets. 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.
  • Appointments on your own site Agents can book an appointment without going through a marketplace.

Builder: duda · A plain fetch got http_403; 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 duda.

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": "Bmb Medical Group, Inc",
  "url": "http://www.bmbmedical.net",
  "telephone": "13239659650",
  "address": "450 S Western Ave  Ste 206, 90020-4199, Los Angeles",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.065873,
    "longitude": -118.308679
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.bmbmedical.net/contact",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</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/bmbmedical.net"><img src="https://directindex.org/badge/bmbmedical.net.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 Bmb Medical Group, Inc

The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/bmbmedical.net, through the MCP tool direct_record and in the city feed /city/los-angeles-clinics/direct.json.

PathLinkStatus
Bookwww.bmbmedical.net/contact own sitefound by the scan of 2026-10-23, not yet tested
Ordernone on record
Menunone on record
Hoursnone on record
Phone13239659650

Stable links that count: /go/bmbmedical.net/book answer 302 to the links above; the count is the line "followed N direct links" on this page.

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 http_403); 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 businessno