# Dr. Dev Vibhakar, DO, FACS: Agent-Direct Score F (18.5%)

Site: https://www.realself.com/dr/dev-vibhakar-miami-fl
Report: https://directindex.org/r/realself.com
Scanned: 2026-10-17 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Dr. Dev Vibhakar, DO, FACS is largely invisible to agents.
AI assistants can't open Dr. Dev Vibhakar, DO, FACS's website, so they go by what other sites say about it.

## Direct links
- Phone: +13059181750

## What to fix first
- Prices: 6 prices on the site, the middle one $1,250

## What the site tells visitors (Measured, not scored)
- **6 prices on the landing page, the middle one $1,250.** In Miami, the middle price of comparable sites that show prices is $100.

- **The site turns away every visitor that isn't a browser, AI agents included.** (+25 points) A plain fetch was refused (challenge:px-captcha). 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 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
- **Structured data is incomplete.** (+3 points) Missing: opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **The phone number on the site doesn't match the open map data.** The site shows +1 561-594-0485, but OpenStreetMap or Overture Maps lists +13059181750. 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.

## 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. Dev Vibhakar, DO, FACS",
  "url": "https://www.realself.com/dr/dev-vibhakar-miami-fl",
  "telephone": "+13059181750",
  "address": "1441 Brickell Ave Ste 301, 33131, Miami",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 25.75921784,
    "longitude": -80.19223537
  }
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **Structured data found (LocalBusiness).** address, phone

## Where it stands
2463 of 2809 in Miami dentists, clinics and vets. Top 88% 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 | 100% | no |
| Publish the menu or price list as HTML | 5% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 95% | no |
| Structured data with address, phone and hours | 42% | no |
| Have an llms.txt | 41% | no |

Nearest places in the index: Enso Plastic Surgery (D, 73 m, https://directindex.org/r/ensoplasticsurgery.com); BECA Breast Enhancement Centers of America - Miami (C, 83 m, https://directindex.org/r/becacenters.com); Chimera Care International, Inc. (D, 173 m, https://directindex.org/r/hugedomains.com); CASA PRIVÉE (B, 180 m, https://directindex.org/r/casaprivee.com); Dr. Jose Almeida (B, 199 m, https://directindex.org/r/miamivein.com); Beth S. Patterson, LPC - ONLINE THERAPY FOR CO. RESIDENTS. MINDFULNESS COACH U.S. (F, 305 m, https://directindex.org/r/bethspatterson.com); Brickell Rheumatology Wellness Center - Miami Rheumatology (C, 313 m, https://directindex.org/r/brickellrheumatology.com); Dermacare Brickell (C, 314 m, https://directindex.org/r/dermacarebrickell.com); HealthNomics (F, 375 m, https://directindex.org/r/health-nomics.com); PRP Injection MD (B, 397 m, https://directindex.org/r/prpinjectionmd.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/realself.com/agent-view

## Businesses like Dr. Dev Vibhakar, DO, FACS in Miami dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Miami dentists, clinics and vets | 2809 | 50% | 22% | 18.5% |

The best of the businesses of the same kind in Miami dentists, clinics and vets: Alternative Medical Center (A 95.4%, https://directindex.org/r/kolas.com); Del Campo Dermatology & Laser Institute (A 95.4%, https://directindex.org/r/delcampoderm.com); James M. Bullock, Md (A 90.8%, https://directindex.org/r/ocsfdocs.com); Zayas Dental (A 90.8%, https://directindex.org/r/zayasdental.com); Aventura Dermatology (A 89.2%, https://directindex.org/r/aventuradermatology.com).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No online booking link on the website; No list of services and prices found), the score would be about 90.8%. That would be 3rd of 2,809 in Miami dentists, clinics and vets, up from 2463rd.

## The direct record
What agents get for Dr. Dev Vibhakar, DO, FACS, as JSON: https://directindex.org/api/direct/realself.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +13059181750

## 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 challenge:px-captcha); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 12 | 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: yes

Keep watching this business (https://directindex.org/r/realself.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/realself.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=realself.com&force=1