The Direct Index
Report · Seoul hairdressers and beauty salons · scanned 2026-10-21

프랑크프로보

franckprovost.co.kr is largely invisible to agents.

Listed by Overture Maps.

CallWebsite

Ways to reach 프랑크프로보 directly, with no marketplace in between. Checked 2026-10-21. Report a mistake

신사동 547-4, 135-890, 서울 · +8225474914

Nearby, also direct

Places near 프랑크프로보 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 프랑크프로보's website. It can't find a menu or price list, so it answers from other sites. It can't find a link to book or order online.

23.5%

15.3 of 65 points available

1/5

agent-readiness level, Basic Web Presence

5

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 →

What the site tells visitors Measured, not scored

These don't change the grade.

No English version declared.

Visitors from abroad, and assistants answering in English, read the page as it is.

Every city compared →
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.

Where it stands

How 프랑크프로보 compares

Where it stands

335 of 392 in Seoul hairdressers and beauty salons

Top 85% of the sites scanned in this index. Just above: LHALA Peel F, 스파 에이르 롯데백화점 강남점 F. Just below: Art Korea F, 드래곤힐스파 dragonhillspa 德龙宫龙山汗蒸幕 F.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain83%no
Publish the menu or price list as HTML13%no
Let AI crawlers in (no block at the server or in robots.txt)75%no
Structured data with address, phone and hours5%no
Have an llms.txt38%yes

The top 10% are the 40 highest-scoring reachable sites in the index at the last update.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
리즈벨클리닉15 mFno
가로수길미용실 권홍디자이너샵118 mDyes
차홍룸 가로수길점145 mCyes
루미에르 #250 mFno
탠캘리포니아본점259 mFno
คลินิก ทำผิว เดอะแพลน - The Plan Dermatology264 mFno
제이랩 J.Lab Beauty Salon341 mDno
압구정피부관리실 티파니스킨406 mCno
스파더엘413 mFno
드림헤어라인모발이식센터426 mDno
Businesses like yours

Businesses like 프랑크프로보 in Seoul hairdressers and beauty salons

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Seoul hairdressers and beauty salons39237%2%23.5%

The best of the businesses of the same kind in Seoul hairdressers and beauty salons

2TTI B 80% · Ecojardin.jamsil B 80% · Forena Clinic Hongdae Branch B 80% · Cellinclinic hongdae B 75.4% · Leemoonwon clinic B 75.4%

After the top fixes

With the three fixes above (No structured data for the business; No online booking link on the website; No price list of services found), the score would be about 80.5%, which would be first of 392 in Seoul hairdressers and beauty salons.

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 +15 points

    Add schema.org JSON-LD for the business (HairSalon, BeautySalon 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 +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. How to fix it

  3. No price list of services found +7 points

    Agents answer 'what do they offer and what does it cost?' from marketplaces and 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. No working HTTPS +3 points

    The page is only served over plain http. Browsers and agents rank it lower or refuse 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 Seoul hairdressers and beauty salons. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

  • robots.txt lets AI crawlers in No rule blocks the main AI user agents.

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": "프랑크프로보",
  "url": "http://www.franckprovost.co.kr",
  "telephone": "+8225474914",
  "address": "신사동 547-4, 135-890, 서울",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.52273209,
    "longitude": 127.02277719
  }
}
</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/franckprovost.co.kr"><img src="https://directindex.org/badge/franckprovost.co.kr.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 프랑크프로보

No direct path on record: the scan of 2026-10-21 found no booking or ordering link on franckprovost.co.kr or on a vendor's site. The same record is served as JSON at /api/direct/franckprovost.co.kr, through the MCP tool direct_record and in the city feed /city/seoul-salons/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menunone on record
Hoursnone on record
Phone+8225474914

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 1 of 5, Basic Web Presence

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.xmlyes
AI bot rules in robots.txtyes
Content Signals in robots.txtno how
Markdown on Accept: text/markdownno how
llms.txtyes
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