# Dr. Sanjiv R. Kumar, Md: Agent-Direct Score F (0%)

Site: https://sanjivkumarmd.com
Report: https://directindex.org/r/sanjivkumarmd.com
Scanned: 2026-11-12 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Dr. Sanjiv R. Kumar, Md is largely invisible to agents.
AI assistants can't open Dr. Sanjiv R. Kumar, Md's website, so they go by what other sites say about it.

## Direct links
- Phone: 12106920218
- Address: 7810 Louis Pasteur Dr, San Antonio 78229-3471

## Nearby, also direct
Places near Dr. Sanjiv R. Kumar, Md that take a booking or an order on their own website, with no marketplace in between.
- Benjamin Young Dds Ms (30 m): https://directindex.org/r/dryoungperiodontics.com
- Douglas Hilbert, MD, FACP (330 m): https://directindex.org/r/hilbertmd.com

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+21.3 points) A plain fetch was refused (origin_timeout). 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. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **No structured data for the business.** (+15 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. Guide: https://directindex.org/guides/structured-data-restaurant
- **No online booking link on the website.** (+15 points) There's no link on the site for an agent to follow. 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 on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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. Guide: https://directindex.org/guides/menu-pdf-ai
- **robots.txt blocks GPTBot, ClaudeBot, Google-Extended.** (no points, but worth doing) These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. Guide: https://directindex.org/guides/robots-txt-for-ai-agents

## Fix kit: What 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.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "LocalBusiness",
  "name": "Dr. Sanjiv R. Kumar, Md",
  "url": "https://sanjivkumarmd.com",
  "telephone": "12106920218",
  "address": "7810 Louis Pasteur Dr, San Antonio 78229-3471",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 29.509333,
    "longitude": -98.568119
  }
}
</script>
```

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

```
# 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: /
```

## Already right
- Nothing.

## Where it stands
1391 of 1451 in San Antonio dentists, clinics and vets. Top 96% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 98% | no |
| Publish the menu or price list as HTML | 37% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | no |
| Structured data with address, phone and hours | 80% | no |
| Have an llms.txt | 35% | no |

Nearest places in the index: Benjamin Young Dds Ms (F, 32 m, https://directindex.org/r/dryoungperiodontics.com); South Texas Ent Consultants (F, 189 m, https://directindex.org/r/southtexasent.com); Seven Oaks Women's Center (C, 245 m, https://directindex.org/r/sevenoakswomens.com); Nuclear Cardiology & Echo Holter (C, 252 m, https://directindex.org/r/methodistphysicianpractices.com); Center for Maternal Fetal Care (F, 274 m, https://directindex.org/r/texasperinatal-sa.com); Serenity Medical Centers (C, 278 m, https://directindex.org/r/medcenters.org); Four Seasons OB/GYN (F, 282 m, https://directindex.org/r/fourseasonsobgyn.com); Willow OBGYN (C, 303 m, https://directindex.org/r/willowobgyn.com); Pasteur Medical Associates (F, 315 m, https://directindex.org/r/pasteurdocs.com); Douglas Hilbert, MD, FACP (B, 332 m, https://directindex.org/r/hilbertmd.com).

## What assistants answer
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.


See what an AI agent reads on this site: https://directindex.org/r/sanjivkumarmd.com/agent-view

## Businesses like Dr. Sanjiv R. Kumar, Md in San Antonio dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Antonio dentists, clinics and vets | 1451 | 54% | 30% | 0% |

The best of the businesses of the same kind in San Antonio dentists, clinics and vets: Aspire Allergy & Sinus (A 95.4%, https://directindex.org/r/aspireallergy.com); Canyon Creek Dental (A 95.4%, https://directindex.org/r/canyoncreekfamilydentistry.com); Clinica Hispana El Redentor (A 95.4%, https://directindex.org/r/clinicaelredentor.com); Comfort Dental West Avenue (A 95.4%, https://directindex.org/r/comfortdental.com); Eterna Cosmetic Surgery (A 95.4%, https://directindex.org/r/eternacosmeticsurgery.com).

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 online booking link on the website), the score would be about 78.9%. That would be 222nd of 1,451 in San Antonio dentists, clinics and vets, up from 1391st.

## The direct record
What agents get for Dr. Sanjiv R. Kumar, Md, as JSON: https://directindex.org/api/direct/sanjivkumarmd.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: 12106920218

## Can an agent transact?
Measured, not scored (the score stays at spec v1.0).
- 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 origin_timeout); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 0 | 25 |
| Actionable | 0 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: no

Keep watching this business (https://directindex.org/r/sanjivkumarmd.com/plan): the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/sanjivkumarmd.com/deep. Ten questions phrased the way people ask them, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=sanjivkumarmd.com&force=1