# Duo For Hair: Agent-Direct Score F (27.7%)

Site: http://duoforhair.com
Report: https://directindex.org/r/duocollectivesf.com
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Duo For Hair is largely invisible to agents.
AI assistants can't open Duo For Hair's website, so they go by what other sites say about it.

## Direct links
- Book directly: https://booking.mangomint.com/437738 (through mangomint acting for the business)
- Phone: +14153922969
- Address: 359 Sutter St, 94108-4301, San Francisco

## Nearby, also direct
Places near Duo For Hair that take a booking or an order on their own website, with no marketplace in between.
- Sassoon Salon (10 m): https://directindex.org/r/sassoon-global.com
- Yelly Brandon (30 m): https://directindex.org/r/bijouxsalonsf.com
- Artisan Eyelashes (40 m): https://directindex.org/r/artisaneyelashes.com
- Lucent Skincare (40 m): https://directindex.org/r/lucentskincare.com
- Duo Collective SF | Beauty & Wellness (50 m): https://directindex.org/r/duocollectivesf.com

## 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 (TimeoutError: The operation was aborted due to timeout). 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
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **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

## 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": "Duo For Hair",
  "url": "http://duoforhair.com",
  "telephone": "+14153922969",
  "address": "359 Sutter St, 94108-4301, San Francisco",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.789266,
    "longitude": -122.40626
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://booking.mangomint.com/437738",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</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
- **Appointments through mangomint on your own domain.** There's no marketplace commission, and the customer stays yours.

## Where it stands
236 of 1040 in San Francisco hairdressers and beauty salons. Top 23% 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 | 92% | yes |
| Publish the menu or price list as HTML | 24% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 99% | no |
| Structured data with address, phone and hours | 8% | no |
| Have an llms.txt | 45% | no |

Nearest places in the index: Angela Chong Montague Art + Hair (F, 0 m, https://directindex.org/r/acmontague.com); Sassoon Salon (B, 5 m, https://directindex.org/r/sassoon-global.com); Yelly Brandon (B, 29 m, https://directindex.org/r/bijouxsalonsf.com); Rejuvenate Massage SF (B, 37 m, https://directindex.org/r/rejuvenatemassagesf.com); Artisan Eyelashes (B, 38 m, https://directindex.org/r/artisaneyelashes.com); Lucent Skincare (B, 41 m, https://directindex.org/r/lucentskincare.com); Browistry (D, 42 m, https://directindex.org/r/browistry.com); SF Microblading (F, 42 m, https://directindex.org/r/sfmicroblading.com); Skin Wise (F, 47 m, https://directindex.org/r/skinwisespa.com); Duo Collective SF | Beauty & Wellness (C, 51 m, https://directindex.org/r/duocollectivesf.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.


Compared with its peers: Sites built with Squarespace 61% (41% A or B, 32150 sites); Sites using Mangomint 63% (39% A or B, 448 sites); This site 27.7%.

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

## Businesses like Duo For Hair in San Francisco hairdressers and beauty salons

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Francisco hairdressers and beauty salons | 1040 | 47% | 19% | 27.7% |
| Sites built with Squarespace in San Francisco hairdressers and beauty salons | 202 | 64% | 41% | 27.7% |
| Sites using Mangomint in San Francisco hairdressers and beauty salons | 21 | 61% | 43% | 27.7% |
| Sites built with Squarespace and using Mangomint in San Francisco hairdressers and beauty salons | 11 | 67% | 64% | 27.7% |

The best of the sites built with Squarespace and using Mangomint in San Francisco hairdressers and beauty salons: SoftGlamour Lounge (A 86.2%, https://directindex.org/r/softglamour.com); Ginger Rubio Salon (B 75.4%, https://directindex.org/r/gingerrubio.com); The Barberhood (B 75.4%, https://directindex.org/r/thebarberhood.com); Isabelle McLeod Aesthetics (B 73.8%, https://directindex.org/r/isabellemcleod.com); Maisonry (B 73.8%, https://directindex.org/r/maisonrysf.com).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; Structured data is incomplete; No price list of services found), the score would be about 87.7%. That would be 9th of 1,040 in San Francisco hairdressers and beauty salons, up from 236th.

## The direct record
What agents get for Duo For Hair, as JSON: https://directindex.org/api/direct/duocollectivesf.com
- Book: https://booking.mangomint.com/437738 (vendor on own site: Mangomint; found by the scan of 2026-10-24, not yet tested)
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: +14153922969
- Stable links that count: https://directindex.org/go/duocollectivesf.com/book

## 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
- Vendor terms for agents, Mangomint: 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.

Only a real browser got this page (a plain fetch got TimeoutError: The operation was aborted due to timeout); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 8 | 25 |
| Actionable | 10 | 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/duocollectivesf.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/duocollectivesf.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=duocollectivesf.com&force=1