# Pizza Bellino: Agent-Direct Score B (70.8%)

Site: https://www.pizzabellinomenu.com/
Report: https://directindex.org/r/pizzabellinomenu.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.)
Pizza Bellino is mostly ready for agents.
An AI assistant can open Pizza Bellino's website. It can't find a menu or price list, so it answers from other sites. To book or order, it is sent to Slice, a marketplace.

## Direct links
- Phone: +1-412-521-2111
- Address: Forbes Avenue 5839 15217 Pittsburgh
- Hours, from OpenStreetMap: Mon–Thu 10:00–13:00; Fri–Sat 10:00–14:00; Sun 10:00–13:00
- Step-free access (OpenStreetMap)
- Prices: 210 prices on the site, the middle one $18.99

## Nearby, also direct
Places near Pizza Bellino that take a booking or an order on their own website, with no marketplace in between.
- Milky Way (590 m): https://directindex.org/r/milkywaypgh.com
- Pesaro's Pizza (1.9 km): https://directindex.org/r/orderpesarospizza.com
- Alta Via Pizzeria (2.1 km): https://directindex.org/r/altaviapizzeria.com
- Papa John's (2.8 km): https://directindex.org/r/papajohns.com
- Vocelli Pizza (2.9 km): https://directindex.org/r/vocellipizza.com

## What to fix first
- **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
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## What the site tells visitors (Measured, not scored)
- **210 prices on the landing page, the middle one $18.99.** 

## Fix kit: What to paste

llms.txt. Save as /llms.txt at the root of the site.

```
# Pizza Bellino

> restaurant (pizza) in Forbes Avenue 5839 15217 Pittsburgh, Pittsburgh. Phone +1-412-521-2111.

## Opening hours

Su-Th 10:00-13:00; Fr,Sa 10:00-14:00

## About

- Website: https://www.pizzabellinomenu.com/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Restaurant).** address, phone, opening hours

## Where it stands
109 of 250 in Pittsburgh. Top 44% 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 | 100% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 92% | yes |
| Structured data with address, phone and hours | 80% | yes |
| Have an llms.txt | 28% | no |

Nearest places with a similar menu: Milky Way (C, 589 m, https://directindex.org/r/milkywaypgh.com); Mineo's Pizza House (D, 603 m, https://directindex.org/r/mineospizza.com); Pesaro's Pizza (A, 1898 m, https://directindex.org/r/orderpesarospizza.com); Rialto Pizza (C, 1964 m, https://directindex.org/r/rialto.pizza); Alta Via Pizzeria (A, 2107 m, https://directindex.org/r/altaviapizzeria.com); Little Caesars (F, 2376 m, https://directindex.org/r/littlecaesars.com); Papa John's (B, 2750 m, https://directindex.org/r/papajohns.com); Vocelli Pizza (A, 2911 m, https://directindex.org/r/vocellipizza.com); Ventos (F, 2916 m, https://directindex.org/r/ventospizzapgh.com); Pizza Bellagio (F, 2936 m, https://directindex.org/r/granburyrs.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 Pittsburgh and named 93 places. Pizza Bellino wasn't one of them. See who was named: https://directindex.org/city/pittsburgh/recommended


Compared with its peers: Sites using Slice 69% (87% A or B, 566 sites); This site 70.8%.

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

## Businesses like Pizza Bellino in Pittsburgh

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Pittsburgh | 250 | 62% | 45% | 70.8% |
| Sites using Slice in Pittsburgh | 2 | 69% | 50% | 70.8% |

The best of the businesses of the same kind in Pittsburgh: All India authentic cuisine (A 100%, https://directindex.org/r/allindiacuisine.com); Aruba Island Bowls (A 100%, https://directindex.org/r/arubaislandbowls.com); Condado Tacos (A 100%, https://directindex.org/r/condadotacos.com); Eat'n Park (A 100%, https://directindex.org/r/eatnpark.com); Hard Rock Cafe (A 100%, https://directindex.org/r/hardrock.com).

With the two fixes above (Ordering only through slice; No menu or price list found), the score would be about 100%, which would be first of 250 in Pittsburgh.

## The direct record
What agents get for Pizza Bellino, as JSON: https://directindex.org/api/direct/pizzabellinomenu.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: Su-Th 10:00-13:00; Fr,Sa 10:00-14:00 (closed now) (from OpenStreetMap)
- Phone: +1-412-521-2111

## 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.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 18 | 25 |
| Actionable | 3 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 0 of 5, Not Ready. Cloudflare's report: https://isitagentready.com/pizzabellinomenu.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: no (how: https://isitagentready.com/.well-known/agent-skills/sitemap/SKILL.md)
- AI bot rules in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: yes

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