The Direct Index
Report · San Francisco hairdressers and beauty salons · scanned 2026-10-24

Kellie Little Style

kellielittle.com is ready for agents.

Listed by Overture Maps.

BookMenuCallWebsite

Ways to reach Kellie Little Style directly, with no marketplace in between. Checked 2026-10-24. On the business's own site. Report a mistake

55 Grant Ave, 94108-5810, San Francisco · +14158169461

Nearby, also direct

Places near Kellie Little Style 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 Kellie Little Style's website. It can read what Kellie Little Style offers. It finds a way to book or order directly on the site.

87.7%

57 of 65 points available

0/5

agent-readiness level, Not Ready

1

thing 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 →

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 Kellie Little Style compares

Where it stands

9 of 1,040 in San Francisco hairdressers and beauty salons

Top 1% of the sites scanned in this index. Just above: Kellys Health and Wellness A, Zip Zap Hair A. Just below: Nue Beauty A, The Wax Suite & Beauty A.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain92%yes
Publish the menu or price list as HTML24%yes
Let AI crawlers in (no block at the server or in robots.txt)99%yes
Structured data with address, phone and hours8%no
Have an llms.txt45%yes

The top 10% are the 106 highest-scoring reachable sites in the index at the last update.

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Cass Leung9 mCno
Tylor Johnson Hair11 mCyes
Patrick Evan Salon12 mByes
Cinta Salon25 mCyes
Cosmetic Laser Medical Center72 mByes
Blowology Dry Bar and Spa88 mByes
Assured Beaute88 mFno
Mabrie Facial Institute93 mCno
Salon Reyes94 mDyes
Giselle Hairstylist95 mDyes
Businesses like yours

Businesses like Kellie Little Style in San Francisco hairdressers and beauty salons

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in San Francisco hairdressers and beauty salons1,04047%19%87.7%

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

Lulu's Salon A 95.4% · PREP A 93.8% · The Bus Stop Barbershop A 93.8% · Dana Craft Skincare A 92.3% · Arzo Hair Culture A 90.8%

After the top fixes

With the fix above (Structured data is incomplete), the score would be about 95.4%, which would be first of 1,040 in San Francisco 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. Structured data is incomplete +5 points

    Missing: telephone, opening hours. 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 San Francisco 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 There's no robots.txt, which means everything is allowed.
  • AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
  • Structured data found (Organization) address
  • Price list of services is an HTML page Agents can read the items and prices.
  • Appointments on your own site Agents can book an appointment without going through a marketplace.

Builder: unknown · contact page /our-team: nothing new; menu page /services: nothing new; booking page /appointment: business JSON-LD, address

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": "Organization",
  "name": "Kellie Little Style",
  "url": "http://www.kellielittle.com/",
  "telephone": "+14158169461",
  "address": "55 Grant Ave, 94108-5810, San Francisco",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.787386,
    "longitude": -122.405183
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.kellielittle.com/appointment",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</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 A

<a href="https://directindex.org/r/kellielittle.com"><img src="https://directindex.org/badge/kellielittle.com.svg" alt="Agent-Direct Score A" 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 Kellie Little Style

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/kellielittle.com, through the MCP tool direct_record and in the city feed /city/san-francisco-salons/direct.json.

PathLinkStatus
Bookwww.kellielittle.com/appointment own sitefound by the scan of 2026-10-24, not yet tested
Ordernone on record
Menuwww.kellielittle.com/services html_pagefrom the scan
Hoursnone on record
Phone+14158169461

Stable links that count: /go/kellielittle.com/book, /go/kellielittle.com/menu 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

Found one hop past the home page: booking page /appointment: business JSON-LD, address.

Agent readiness

Level 0 of 5, Not Ready

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.xmlno how
AI bot rules in robots.txtno how
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 businessyes