# Mink Little Salon: Agent-Direct Score F (23.1%)

Site: http://www.minklittle.com
Report: https://directindex.org/r/minklittle.com
Scanned: 2026-10-22 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Mink Little Salon is largely invisible to agents.
AI assistants can't open Mink Little Salon's website, so they go by what other sites say about it.

## Direct links
- Phone: (313) 570-6370
- Address: 2536 Metropolitan Pkwy SW, 30315, Atlanta
- Prices: 8 prices on the site, the middle one $30.00

## Nearby, also direct
Places near Mink Little Salon that take a booking or an order on their own website, with no marketplace in between.
- Styles BY Sandy (1.9 km): https://directindex.org/r/appointy.com
- No Broken Nails (2.2 km): https://directindex.org/r/nobrokennails.com
- Lux Studio Suites Phase 2 (2.5 km): https://directindex.org/r/luxstudiosalonsuites.com
- Grande Hair Studios (2.6 km): https://directindex.org/r/thehairdoll.org

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+25 points) A plain fetch was refused (cloudflare_challenge). 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
- **Appointments through an unrecognised third party.** (+9 points) Check that the provider keeps your business as the seller of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## What the site tells visitors (Measured, not scored)
- **The footer says © 2021.** Visitors and assistants may read that year as the last time anyone looked after the site. In Atlanta, 67% of comparable sites that show a year say 2025 or later.
- **8 prices on the landing page, the middle one $30.00.** In Atlanta, the middle price of comparable sites that show prices is $57.00.

## 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": "Organization",
  "name": "Mink Little Salon",
  "url": "http://www.minklittle.com",
  "telephone": "(313) 570-6370",
  "address": "2536 Metropolitan Pkwy SW, 30315, Atlanta",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 33.702829,
    "longitude": -84.382515
  }
}
</script>
```

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

## Where it stands
755 of 926 in Atlanta hairdressers and beauty salons. Top 82% 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 | 97% | no |
| Publish the menu or price list as HTML | 13% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 99% | no |
| Structured data with address, phone and hours | 7% | no |
| Have an llms.txt | 55% | no |

Nearest places in the index: NEM Magic & Meditation (C, 1530 m, https://directindex.org/r/nemmagicalmassage.com); Styles BY Sandy (F, 1943 m, https://directindex.org/r/appointy.com); No Broken Nails (B, 2200 m, https://directindex.org/r/nobrokennails.com); La Nails & SPA (F, 2504 m, https://directindex.org/r/la-nail.com); Tu Est Beaute Bar (F, 2519 m, https://directindex.org/r/perceny.com); Pinkice Salon (D, 2526 m, https://directindex.org/r/pinkicesalon.com); Lux Studio Suites Phase 2 (C, 2527 m, https://directindex.org/r/luxstudiosalonsuites.com); Af Lux Hair (F, 2552 m, https://directindex.org/r/afluxhair.com); Kindred Studio (F, 2565 m, https://directindex.org/r/kindredstudioatl.com); Grande Hair Studios (C, 2565 m, https://directindex.org/r/thehairdoll.org).

## 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.

The assistants were asked 12 everyday questions about Atlanta hairdressers and beauty salons and named 61 places. Mink Little Salon wasn't one of them. See who was named: https://directindex.org/city/atlanta-salons/recommended


Compared with its peers: Sites built with Shopify 47% (23% A or B, 13001 sites); This site 23.1%.

See what an AI agent reads on this site: https://directindex.org/r/minklittle.com/agent-view

## Businesses like Mink Little Salon in Atlanta hairdressers and beauty salons

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Atlanta hairdressers and beauty salons | 926 | 47% | 21% | 23.1% |
| Sites built with Shopify in Atlanta hairdressers and beauty salons | 91 | 49% | 26% | 23.1% |

The best of the sites built with Shopify in Atlanta hairdressers and beauty salons: Skin Pharm (A 89.2%, https://directindex.org/r/skinpharm.com); Hello Sugar | Atlanta Ansley Mall - Brazilian Wax & Sugar Salon (A 86.2%, https://directindex.org/r/hellosugar.salon); OVME (B 80%, https://directindex.org/r/ovme.com); Regen The Body (B 80%, https://directindex.org/r/regenthebody.com); Barbie Lee (B 76.9%, https://directindex.org/r/iambarbielee.com).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; Appointments through an unrecognised third party; No price list of services found), the score would be about 86.2%. That would be 6th of 926 in Atlanta hairdressers and beauty salons, up from 755th.

## The direct record
What agents get for Mink Little Salon, as JSON: https://directindex.org/api/direct/minklittle.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: (313) 570-6370

## 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 cloudflare_challenge); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 9 | 25 |
| Actionable | 6 | 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/minklittle.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/minklittle.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=minklittle.com&force=1