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

Dr Austin Harris MD

austinharrismd.com is largely invisible to agents.

Listed by Overture Maps.

CallWebsite

Ways to reach Dr Austin Harris MD directly, with no marketplace in between. Checked 2026-10-23. Report a mistake

4955 Van Nuys Blvd Ste 411, 91403, Los Angeles · 4246533510

Nearby, also direct

Places near Dr Austin Harris MD that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

Some AI assistants are turned away by Dr Austin Harris MD's website. It can't find a menu or price list, so it answers from other sites. It finds a phone number, but no link to book or order online.

27.1%

17.6 of 65 points available

0/5

agent-readiness level, Not Ready

6

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. Dr Austin Harris MD wasn't one of them. See who was named →

Where it stands

How Dr Austin Harris MD compares

Where it stands

2,351 of 2,992 in Los Angeles dentists, clinics and vets

Top 79% of the sites scanned in this index. Just above: Divine Sculpting By Me F, Desired Beauty: Dr. Farzin Kerendian F. Just below: Michael Kim Dermatology F, TK Orthodontics F.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain97%no
Publish the menu or price list as HTML6%no
Let AI crawlers in (no block at the server or in robots.txt)99%no
Structured data with address, phone and hours29%no
Have an llms.txt34%no

The top 10% are the 306 highest-scoring reachable sites in the index at the last update.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Dr. Anne Hardick Dacko0 mCyes
Dr. Daniel Hemmati1 mFno
The Sunset Foot Clinic3 mCno
Edwin Jacobs, Md34 mFno
Star Bright Dentist Open Sunday Sherman Oaks34 mCyes
Brent Dale J Md34 mFno
Dr. Talin A. Dadoyan, Md34 mDno
Vargo Physical Therapy - Sherman Oaks34 mFno
Julio Lemus34 mFno
Dougherty Orthodontics- Dr. Harry Dougherty34 mByes
Businesses like yours

Businesses like Dr Austin Harris MD in Los Angeles dentists, clinics and vets

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Los Angeles dentists, clinics and vets2,99245%16%27.1%

The best of the businesses of the same kind in Los Angeles dentists, clinics and vets

Joseph Naim A 95.4% · Los Angeles Integrative Gastroenterology & Nutrition, Inc. A 95.4% · Facile Dermatology A 90.8% · Los Angeles Center For Endodontics A 90.8% · Fastest Labs A 89.2%

After the top fixes

With the three fixes above (No structured data for the business; No online booking link on the website; No list of services and prices found), the score would be about 79.4%. That would be 181st of 2,992 in Los Angeles dentists, clinics and vets, up from 2351st.

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. 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

  2. No online booking 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 an online appointment page. 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 server turns AI crawlers away at the door +6.7 points

    Requests as GPTBot (http_403), ClaudeBot (http_403) were refused, but a normal browser got the page. That's usually a bot list at the host or in a firewall that the owner never chose. Ask the host to allow these user agents. How to fix it

  5. robots.txt blocks GPTBot, ClaudeBot, Google-Extended +3.7 points

    These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. How to fix it

  6. No llms.txt no points, but worth doing

    Optional for now and cheap to add. It's a short text file that describes the business for language models. 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 dentists, clinics and vets. List your agency or yourself. It's free, and every listing is reviewed by hand.

Builder: unknown

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": "Dr Austin Harris MD",
  "url": "https://austinharrismd.com/",
  "telephone": "4246533510",
  "address": "4955 Van Nuys Blvd Ste 411, 91403, Los Angeles",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.1608751,
    "longitude": -118.4494405
  }
}
</script>

robots.txt

Add these lines to /robots.txt and delete any Disallow rule that names these crawlers. Guide.

# Let AI assistants read the site: they send people to you; a marketplace keeps them.
# Remove any Disallow lines for these names elsewhere in this file.
User-agent: GPTBot
Allow: /

User-agent: ClaudeBot
Allow: /

User-agent: PerplexityBot
Allow: /

User-agent: Google-Extended
Allow: /

User-agent: OAI-SearchBot
Allow: /

User-agent: ChatGPT-User
Allow: /

User-agent: Claude-User
Allow: /

User-agent: Perplexity-User
Allow: /

llms.txt

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

# Dr Austin Harris MD

> local business in 4955 Van Nuys Blvd Ste 411, 91403, Los Angeles, Los Angeles dentists, clinics and vets. Phone 4246533510.

## About

- Website: https://austinharrismd.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
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/austinharrismd.com"><img src="https://directindex.org/badge/austinharrismd.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 Dr Austin Harris MD

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

PathLinkStatus
Booknone on record
Ordernone on record
Menunone on record
Hoursnone on record
Phone4246533510

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
Agent readiness

Level 0 of 5, Not Ready

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.

Link headers on the homepageno how
sitemap.xmlno how
AI bot rules in robots.txtyes
Content Signals in robots.txtyes
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 businessno