# Sutro Dunes: Agent-Direct Score F (9.2%)

Site: https://sutroforest.com/
Report: https://directindex.org/r/sutroforest.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.)
Sutro Dunes is largely invisible to agents.
AI assistants can't open Sutro Dunes's website, so they go by what other sites say about it.

## Direct links
- Address: Great Hwy, 94122, San Francisco

## Nearby, also direct
Places near Sutro Dunes that take a booking or an order on their own website, with no marketplace in between.
- Stow Lake (3 km): https://directindex.org/r/blueheronboathouse.com
- BookItBusiness (3.5 km): https://directindex.org/r/bookitbusiness.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 (challenge:checking your browser). 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
- **No structured data for the business.** (+15 points) Add schema.org JSON-LD for the business (TouristAttraction, Museum, TravelAgency 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. Guide: https://directindex.org/guides/structured-data-restaurant
- **Tickets 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 tickets and prices found.** (+7 points) Agents answer 'what does it cost and when?' from marketplaces instead. Add a page with tickets, times 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": "LocalBusiness",
  "name": "Sutro Dunes",
  "url": "https://sutroforest.com/",
  "address": "Great Hwy, 94122, San Francisco",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 37.7749772,
    "longitude": -122.5110755
  }
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.

## Where it stands
296 of 326 in San Francisco tours, attractions and museums. Top 91% 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 | 94% | no |
| Publish the menu or price list as HTML | 9% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | no |
| Structured data with address, phone and hours | 9% | no |
| Have an llms.txt | 41% | no |

Nearest places in the index: Camera Obscura (F, 459 m, https://directindex.org/r/giantcamera.com); Sunset Dunes Art Exhibition (D, 1503 m, https://directindex.org/r/sunsetdunes.org); Chris Conner Photography (C, 2730 m, https://directindex.org/r/chrisconnerphotography.com); Small Car Big Time Tours (C, 2831 m, https://directindex.org/r/smallcarbigtimetours.com); Sanmo International Co. (D, 2913 m, https://directindex.org/r/sanmotravel1.com); 1 Stop Travel (F, 3024 m, https://directindex.org/r/1stoptravel.com); Stow Lake (C, 3035 m, https://directindex.org/r/blueheronboathouse.com); Amazing Global (F, 3104 m, https://directindex.org/r/amazing.golf); BookItBusiness (B, 3473 m, https://directindex.org/r/bookitbusiness.com); Baker Beach (Clothing-Optional Area) (D, 3599 m, https://directindex.org/r/nudebeachmap.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 WordPress 55% (24% A or B, 224455 sites); This site 9.2%.

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

## Businesses like Sutro Dunes in San Francisco tours, attractions and museums

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Francisco tours, attractions and museums | 326 | 45% | 12% | 9.2% |
| Sites built with WordPress in San Francisco tours, attractions and museums | 111 | 54% | 16% | 9.2% |

The best of the sites built with WordPress in San Francisco tours, attractions and museums: Free SF Tour (A 90.8%, https://directindex.org/r/freesftour.com); Wine Tasting On the Bay (B 84.6%, https://directindex.org/r/sanfranciscobayboatcruise.com); Dylan's Tours (B 81.1%, https://directindex.org/r/dylanstours.com); Avital Food Tours (B 80%, https://directindex.org/r/avitalexperiences.com); Letterform Archive (B 76.9%, https://directindex.org/r/letterformarchive.org).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; No structured data for the business; Tickets through an unrecognised third party), the score would be about 84.6%. That would be 2nd of 326 in San Francisco tours, attractions and museums, up from 296th.

## The direct record
What agents get for Sutro Dunes, as JSON: https://directindex.org/api/direct/sutroforest.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: none on record

## 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 challenge:checking your browser); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 0 | 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: no

Keep watching this business (https://directindex.org/r/sutroforest.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/sutroforest.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=sutroforest.com&force=1