# Sabrosa Pizza: Agent-Direct Score F (30.8%)

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

## Direct links
- Phone: +14153736333
- Address: 4124 Geary Blvd, 94118, San Francisco

## Nearby, also direct
Places near Sabrosa Pizza that take a booking or an order on their own website, with no marketplace in between.
- Nizario's (260 m): https://directindex.org/r/nizariosgeary.com
- Giorgio's Pizza (300 m): https://directindex.org/r/giorgiospizza.com
- Rose Pizzeria (440 m): https://directindex.org/r/rosepizzeria.com
- Domino's (1.1 km): https://directindex.org/r/dominos.com
- Pizzetta 211 (1.7 km): https://directindex.org/r/pizzetta211.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
- **Ordering only through slice.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **Menu or price list is on another site.** (+5 points) The link goes to slicelife.com, so that site gets the credit and the visits. Guide: https://directindex.org/guides/menu-pdf-ai

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **Structured data found (LocalBusiness).** address, phone, opening hours

## Where it stands
1768 of 2392 in San Francisco. Top 74% 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 | 100% | no |
| Publish the menu or price list as HTML | 89% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | no |
| Structured data with address, phone and hours | 55% | yes |
| Have an llms.txt | 25% | no |

Nearest places with a similar menu: Bella Pizza (C, 1 m, https://directindex.org/r/bellapizza.com); Nizario's (D, 259 m, https://directindex.org/r/nizariosgeary.com); Giorgio's Pizza (B, 300 m, https://directindex.org/r/giorgiospizza.com); Village Pizzeria (F, 428 m, https://directindex.org/r/villagepizzasf.com); Rose Pizzeria (C, 442 m, https://directindex.org/r/rosepizzeria.com); Papa Steve's Sourdough Pizza (D, 451 m, https://directindex.org/r/kerrybodine.com); Domino's (A, 1055 m, https://directindex.org/r/dominos.com); Golden Edge Pizza (F, 1182 m, https://directindex.org/r/goldenedgepizzasf.com); Pizzetta 211 (A, 1719 m, https://directindex.org/r/pizzetta211.com); Slice House (D, 1903 m, https://directindex.org/r/slicehousehaight.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.

The assistants were asked 22 everyday questions about San Francisco and named 113 places. Sabrosa Pizza wasn't one of them. See who was named: https://directindex.org/city/san-francisco/recommended


Compared with its peers: Sites built with GoDaddy Website Builder 35% (9% A or B, 7300 sites); Sites using Slice 69% (87% A or B, 557 sites); This site 30.8%.

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

## Businesses like Sabrosa Pizza in San Francisco

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in San Francisco | 2392 | 49% | 32% | 30.8% |
| Sites built with GoDaddy Website Builder in San Francisco | 51 | 32% | 8% | 30.8% |
| Sites using Slice in San Francisco | 10 | 54% | 50% | 30.8% |
| Sites built with GoDaddy Website Builder and using Slice in San Francisco | 3 | 26% | 0% | 30.8% |

The best of the sites using Slice in San Francisco: Chicos Pizza (B 70.8%, https://directindex.org/r/orderchicospizzamenu.com); Pizza Zone N Grill (B 70.8%, https://directindex.org/r/pizzazonegrill.com); Pizzalicious (B 70.8%, https://directindex.org/r/orderpizzaliciousmenu.com); Pranzo Pizza (B 70.8%, https://directindex.org/r/pranzopizza.com); Yummy Pizza (B 70.8%, https://directindex.org/r/yummypizzatwo.com).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; Ordering only through slice; Menu or price list is on another site), the score would be about 95.4%. That would be 42nd of 2,392 in San Francisco, up from 1768th.

## The direct record
What agents get for Sabrosa Pizza, as JSON: https://directindex.org/api/direct/sabrosapizza.com
- Book: none on record
- Order: none on record
- Menu: https://slicelife.com/restaurants/ca/san-francisco/94118/sabrosa-pizza/menu?button_type=order&format=button&utm_term=button&position=bottom_right&variant=light&breakpoint=desktop&button_text=order_online&color=yellow&theme=minimal&utm_campaign=order_now_button&utm_content=widget&utm_medium=referral&utm_source=sabrosapizza.com (external; from the scan)
- Hours: none on record
- Phone: +14153736333
- Stable links that count: https://directindex.org/go/sabrosapizza.com/menu

## 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, Slice: 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 | 17 | 25 |
| Actionable | 3 | 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/sabrosapizza.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/sabrosapizza.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=sabrosapizza.com&force=1