The Direct Index
Report · Los Angeles hairdressers and beauty salons · scanned 2026-10-23

FÜMA Salon on Melrose Hair Lounge

fumasalon.com is partly visible to agents.

Listed by Overture Maps.

BookCallWebsite

Ways to reach FÜMA Salon on Melrose Hair Lounge directly, with no marketplace in between. Checked 2026-10-23. Through booker acting for the business. Report a mistake

8252 Melrose Ave, 90046, Los Angeles · +13238521142

Prices: 12 prices on the site, the middle one $138

Nearby, also direct

Places near FÜMA Salon on Melrose Hair Lounge that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

An AI assistant can open FÜMA Salon on Melrose Hair Lounge's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly, through Booker.

55.4%

36 of 65 points available

1/5

agent-readiness level, Basic Web Presence

3

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.

12 prices on the landing page, the middle one $138.

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 FÜMA Salon on Melrose Hair Lounge compares

Where it stands

1,161 of 2,757 in Los Angeles hairdressers and beauty salons

Top 42% of the sites scanned in this index. Just above: Exhale Elite Massage C, Fashion Hair Salon C. Just below: Golden Folk Wellness C, Golden Thai Spa C.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain93%yes
Publish the menu or price list as HTML28%no
Let AI crawlers in (no block at the server or in robots.txt)98%yes
Structured data with address, phone and hours13%no
Have an llms.txt55%no

The top 10% are the 280 highest-scoring reachable sites in the index at the last update.

Compared with its peers

Average scoreA or BThis site
Sites using Booker 79 sites60%27%55.4%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Indigo Body Balance27 mCno
Harper Salon28 mCyes
Nicole Hartmann30 mDno
Secret Service Beauty30 mCyes
ISA Wellness and Aesthetic Boutique31 mByes
La Training Room48 mCno
Artonomi Aesthetics58 mFno
Dancing Dog Massage59 mFno
Milena Rose Hair LLC63 mBno
Boris Master-Fader Barber67 mByes
Businesses like yours

Businesses like FÜMA Salon on Melrose Hair Lounge in Los Angeles hairdressers and beauty salons

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Los Angeles hairdressers and beauty salons2,75748%21%55.4%
Sites using Booker in Los Angeles hairdressers and beauty salons3162%39%55.4%

The best of the sites using Booker in Los Angeles hairdressers and beauty salons

Marina Massage A 90.8% · Desuar Spa at the Westin Bonaventure A 86.2% · Face Facial Bar B 80% · Le Jolie Medi Spa B 80% · Brainwashed LA Head Spa B 75.4%

After the top fixes

With the two fixes above (No structured data for the business; No price list of services found), the score would be about 87.7%. That would be 28th of 2,757 in Los Angeles hairdressers and beauty salons, up from 1161st.

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 (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 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

  3. 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 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.
  • AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
  • Appointments through booker on your own domain There's no marketplace commission, and the customer stays yours.

Builder: unknown · contact page /about: nothing new

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": "FÜMA Salon on Melrose Hair Lounge",
  "url": "http://www.fumasalon.com",
  "telephone": "+13238521142",
  "address": "8252 Melrose Ave, 90046, Los Angeles",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.08356963,
    "longitude": -118.36933753
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://go.booker.com/location/FUMASalonv2/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>

llms.txt

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

# FÜMA Salon on Melrose Hair Lounge

> local business in 8252 Melrose Ave, 90046, Los Angeles, Los Angeles hairdressers and beauty salons. Phone +13238521142.

## Book or order directly

- Book: https://go.booker.com/location/FUMASalonv2/ (through booker acting for the business)

## About

- Website: http://www.fumasalon.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 C

<a href="https://directindex.org/r/fumasalon.com"><img src="https://directindex.org/badge/fumasalon.com.svg" alt="Agent-Direct Score C" 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 FÜMA Salon on Melrose Hair Lounge

The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/fumasalon.com, through the MCP tool direct_record and in the city feed /city/los-angeles-salons/direct.json.

PathLinkStatus
Bookgo.booker.com/location/FUMASalonv2/ vendor on own site: Bookerfound by the scan of 2026-10-23, not yet tested
Ordernone on record
Menunone on record
Hoursnone on record
Phone+13238521142

Stable links that count: /go/fumasalon.com/book answer 302 to the links above; the count is the line "followed N direct links" on this page.

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
Vendor terms for agents
Booker, read
Not stated

The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet. About Booker · all vendors.

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.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