# Brian Kwon MD: Agent-Direct Score F (0%)

Site: http://BrianKwonMD.com/
Report: https://directindex.org/r/briankwonmd.com
Scanned: 2026-10-23 (Provisional, with the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
The scanner couldn't reach Brian Kwon MD's website on 2026-10-23 (cloudflare challenge). Rescans are free.
AI assistants can't open Brian Kwon MD's website, so they go by what other sites say about it.

## Direct links
- Phone: +16177546586
- Address: 125 Parker Hill Ave, 02120-2847, Boston

## Nearby, also direct
Places near Brian Kwon MD that take a booking or an order on their own website, with no marketplace in between.
- Chima Ohaegbulam Md Pc (0 m): https://directindex.org/r/spineboston.com
- Great Hill Dental Partners (520 m): https://directindex.org/r/greathilldental.com
- Sean Wilson, Md (740 m): https://directindex.org/r/valleyhealth.com

## What to fix first
- **The site couldn't be read at all.** There's a bot challenge in front of the site (cloudflare_challenge), so a plain fetch never gets to the page. A real browser tried too and got browser: Unable to create new browser: code: 429: message: Rate limit exceeded.

## Already right
- Nothing.

## Where it stands
439 of 468 in Boston dentists, clinics and vets. Top 94% 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 | 96% | no |
| Publish the menu or price list as HTML | 2% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes |
| Structured data with address, phone and hours | 27% | no |
| Have an llms.txt | 39% | yes |

Nearest places in the index: Ackland Sports Medicine (F, 4 m, https://directindex.org/r/acklandsportsmedicine.net); Chima Ohaegbulam Md Pc (C, 4 m, https://directindex.org/r/spineboston.com); Murphy Stephen Md (D, 4 m, https://directindex.org/r/stephenmurphy.org); Boston Bone & Joint Institute(bbji), (formerly Bssc) (F, 4 m, https://directindex.org/r/bbji.com); Massachusetts Eye and Ear, Longwood (F, 403 m, https://directindex.org/r/massgeneralbrigham.org); Great Hill Dental Partners (B, 524 m, https://directindex.org/r/greathilldental.com); Dr. Brian W. Walsh (D, 711 m, https://directindex.org/r/hartfordhealthcare.org); Laura Platt (F, 738 m, https://directindex.org/r/laura4d1.com); Mentzer Lab (F, 738 m, https://directindex.org/r/mentzerlab.org); Sean Wilson, Md (C, 738 m, https://directindex.org/r/valleyhealth.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.


## Businesses like Brian Kwon MD in Boston dentists, clinics and vets

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Boston dentists, clinics and vets | 468 | 50% | 22% | 0% |

The best of the businesses of the same kind in Boston dentists, clinics and vets: Brush & Floss Boston Dental (A 93.8%, https://directindex.org/r/brushandflossboston.com); Copley Dental Associates (A 87.5%, https://directindex.org/r/copleydental.com); Back Bay Veterinary Clinic (B 84.6%, https://directindex.org/r/backbayvet.com); Boston Center For Pregnancy Choices (B 84.6%, https://directindex.org/r/bostonpregnancycenter.org); Boston Center for Oral Health (B 84.6%, https://directindex.org/r/bcoh.com).

## The direct record
What agents get for Brian Kwon MD, as JSON: https://directindex.org/api/direct/briankwonmd.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +16177546586

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 0 | 25 |
| Actionable | 0 | 30 |
| 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/briankwonmd.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/briankwonmd.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=briankwonmd.com&force=1