# The Pizza Stop: Agent-Direct Score A (100%)

Site: http://Thepizzastopboston.com/
Report: https://directindex.org/r/thepizzastopboston.com
Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
The Pizza Stop is ready for agents.
An AI assistant can open The Pizza Stop's website. It can read what The Pizza Stop offers. It finds a way to book or order directly on the site.

## Direct links
- Order directly: https://www.thepizzastopboston.com/online-ordering/ (on the business's own site)
- Menu: https://www.thepizzastopboston.com/menus/
- Phone: +16174274054
- Address: 851 Harrison Ave, 02118, Boston
- Its menu mentions: vegetarian dishes

## Nearby, also direct
Places near The Pizza Stop that take a booking or an order on their own website, with no marketplace in between.
- Gary's Pizza (220 m): https://directindex.org/r/garyspizzaboston.com
- New Market Pizza (470 m): https://directindex.org/r/newmarketpizza.com
- Papa John's (760 m): https://directindex.org/r/papajohns.com
- Stop & Taste Pizza (780 m): https://directindex.org/r/stopandtastepizza.com
- Nicoles South End (850 m): https://directindex.org/r/nicolespizza.com

## What to fix first
- **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

## Fix kit: What to paste

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

```
# The Pizza Stop

> food establishment (pizza) in 851 Harrison Ave, 02118, Boston, Boston. Phone +16174274054.

## Book or order directly

- Order: https://www.thepizzastopboston.com/online-ordering/ (on the business's own site)
- Menu: https://www.thepizzastopboston.com/menus/

## About

- Website: http://Thepizzastopboston.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 (FoodEstablishment).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
24 of 1475 in Boston. Top 2% 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% | yes |
| Publish the menu or price list as HTML | 99% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | yes |
| Structured data with address, phone and hours | 57% | yes |
| Have an llms.txt | 32% | no |

Nearest places with a similar menu: Gary's Pizza (A, 224 m, https://directindex.org/r/garyspizzaboston.com); Pizzatalia (F, 429 m, https://directindex.org/r/pizzataliaboston.com); New Market Pizza (C, 465 m, https://directindex.org/r/newmarketpizza.com); South End Pizza and Grill (D, 633 m, https://directindex.org/r/southendpizzaandgrill.com); Papa John's (B, 763 m, https://directindex.org/r/papajohns.com); Stop & Taste Pizza (F, 781 m, https://directindex.org/r/stopandtastepizza.com); New York Pizza (F, 846 m, https://directindex.org/r/newyorkpizzaboston.com); Nicoles South End (A, 847 m, https://directindex.org/r/nicolespizza.com); Dudley Dough (F, 850 m, https://directindex.org/r/dudleydough.org); emmas pizza boston (F, 881 m, https://directindex.org/r/emmaspizza.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 12 everyday questions about Boston and named 59 places. The Pizza Stop wasn't one of them. See who was named: https://directindex.org/city/boston/recommended


Compared with its peers: Sites built with BentoBox 80% (86% A or B, 2383 sites); This site 100%.

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

## Businesses like The Pizza Stop in Boston

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Boston | 1475 | 54% | 37% | 100% |
| Sites built with BentoBox in Boston | 97 | 85% | 95% | 100% |

The best of the sites built with BentoBox in Boston: South (A 100%, https://directindex.org/r/southkitchenbar.com); 75 Chestnut (A 96.3%, https://directindex.org/r/75chestnut.com); Honeygrow (A 96.3%, https://directindex.org/r/honeygrow.com); 5 Napkin Burger (A 95.4%, https://directindex.org/r/5napkinburger.com); 75 on Liberty Wharf (A 95.4%, https://directindex.org/r/75onlibertywharf.com).

## The direct record
What agents get for The Pizza Stop, as JSON: https://directindex.org/api/direct/thepizzastopboston.com
- Book: none on record
- Order: https://www.thepizzastopboston.com/online-ordering/ (own site; found by the scan of 2026-10-23, not yet tested)
- Menu: https://www.thepizzastopboston.com/menus/ (html_page; from the scan)
- Hours: none on record
- Phone: +16174274054
- Stable links that count: https://directindex.org/go/thepizzastopboston.com/order, https://directindex.org/go/thepizzastopboston.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

Found one hop past the home page: menu page /menus/: menu schema.

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

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/thepizzastopboston.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- 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/thepizzastopboston.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/thepizzastopboston.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=thepizzastopboston.com&force=1