# Proof Kitchen & Lounge: Agent-Direct Score A (100%)

Site: https://proofwaterloo.com/
Report: https://directindex.org/r/proofwaterloo.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.)
Proof Kitchen & Lounge is ready for agents.
An AI assistant can open Proof Kitchen & Lounge's website. It can read what Proof Kitchen & Lounge offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://proofwaterloo.com/#reservations (on the business's own site)
- Menu: https://proofwaterloo.com/menu/
- Phone: +1-519-208-3333
- Address: Erb Street West 110 N2L 6C2
- Its menu mentions: vegan options, vegetarian dishes, a lunch or set menu
- Outdoor seating (OpenStreetMap)
- Step-free access (OpenStreetMap)
- Prices: 6 prices on the site, the middle one CA$31.00

## Nearby, also direct
Places near Proof Kitchen & Lounge that take a booking or an order on their own website, with no marketplace in between.
- Sole (140 m): https://directindex.org/r/sole.ca
- Rosie's Burgers (490 m): https://directindex.org/r/rosiesburgers.ca

## 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

## What the site tells visitors (Measured, not scored)
- **6 prices on the landing page, the middle one CA$31.00.** 

## Fix kit: What to paste

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

```
# Proof Kitchen & Lounge

> restaurant in Erb Street West 110 N2L 6C2, Waterloo. Phone +1-519-208-3333.

## Book or order directly

- Book: https://proofwaterloo.com/#reservations (on the business's own site)
- Menu: https://proofwaterloo.com/menu/

## About

- Website: https://proofwaterloo.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
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
4 of 146 in Waterloo. Top 3% 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 | 100% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes |
| Structured data with address, phone and hours | 60% | yes |
| Have an llms.txt | 33% | no |

Nearest places in the index: Sole (A, 142 m, https://directindex.org/r/sole.ca); Gourmet Pizza (D, 394 m, https://directindex.org/r/gourmetpizzacafe.ca); Jinzakaya (D, 440 m, https://directindex.org/r/jinzakaya.ca); Rosie's Burgers (A, 486 m, https://directindex.org/r/rosiesburgers.ca); Kin Gyu Japanese Grill (D, 497 m, https://directindex.org/r/kingyujapanesegrill.com); Dosa Boyz (D, 499 m, https://directindex.org/r/dosaboyz.ca); Famoso (B, 502 m, https://directindex.org/r/famoso.ca); Champa Kitchen (B, 532 m, https://directindex.org/r/champakitchen.ca); King Street Trio (B, 535 m, https://directindex.org/r/kingstreettrio.com); Loloan Lobby Bar (F, 543 m, https://directindex.org/r/loloanlobbybar.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.

Recommended when people ask: "I want to book a table for two tonight somewhere romantic." (ChatGPT); "Brunch on Sunday for four. Where can I reserve?" (ChatGPT); "Birthday dinner for eight on Friday. I want to book online." (ChatGPT, Gemini); "Lunch on a terrace in the sun tomorrow. Where can I reserve?" (ChatGPT, Gemini); "A dinner for a group of twelve next Thursday. Who takes big tables online?" (ChatGPT); "A quiet place for a business lunch on Tuesday, book for three at noon." (ChatGPT, Gemini); "Good breakfast near the centre tomorrow from 8. Can I book?" (ChatGPT); "Somewhere good that's actually open on Monday evening, book a table." (ChatGPT)


Compared with its peers: Sites built with WordPress 55% (25% A or B, 236087 sites); This site 100%.

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

## Named by ChatGPT and Gemini for 8 questions, including "I want to book a table for two tonight somewhere romantic" in Waterloo, October 2026
- "I want to book a table for two tonight somewhere romantic." (2026-10-22): ChatGPT with a link to this site. https://directindex.org/city/waterloo/recommended/romantic
- "Brunch on Sunday for four. Where can I reserve?" (2026-10-22): ChatGPT with a link to this site. https://directindex.org/city/waterloo/recommended/brunch
- "Birthday dinner for eight on Friday. I want to book online." (2026-10-22): ChatGPT with a link to this site; Gemini with a link to this site. https://directindex.org/city/waterloo/recommended/birthday-8
- "Lunch on a terrace in the sun tomorrow. Where can I reserve?" (2026-10-22): ChatGPT with a link to this site; Gemini with a link to this site. https://directindex.org/city/waterloo/recommended/terrace
- "A dinner for a group of twelve next Thursday. Who takes big tables online?" (2026-10-22): ChatGPT with a link to this site. https://directindex.org/city/waterloo/recommended/group-12
- "A quiet place for a business lunch on Tuesday, book for three at noon." (2026-10-22): ChatGPT with a link to this site; Gemini with a link to this site. https://directindex.org/city/waterloo/recommended/business-lunch
- "Good breakfast near the centre tomorrow from 8. Can I book?" (2026-10-22): ChatGPT with a link to this site. https://directindex.org/city/waterloo/recommended/breakfast
- "Somewhere good that's actually open on Monday evening, book a table." (2026-10-22): ChatGPT with a link to this site. https://directindex.org/city/waterloo/recommended/open-monday
Named by 2 of 2 assistants asked. Badge: https://directindex.org/badge/named/proofwaterloo.com.svg

## Businesses like Proof Kitchen & Lounge in Waterloo

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Waterloo | 146 | 61% | 38% | 100% |
| Sites built with WordPress in Waterloo | 47 | 70% | 55% | 100% |

The best of the sites built with WordPress in Waterloo: Pita Pit (A 90.8%, https://directindex.org/r/pitapit.ca); d spot dessert cafe (A 90%, https://directindex.org/r/dspotdessert.com); Karahi Point (A 89.2%, https://directindex.org/r/karahipoint.com); Rosie's Burgers (A 89.2%, https://directindex.org/r/rosiesburgers.ca); Boardwalk (A 86.2%, https://directindex.org/r/boardwalkburgers.ca).

## The direct record
What agents get for Proof Kitchen & Lounge, as JSON: https://directindex.org/api/direct/proofwaterloo.com
- Book: https://proofwaterloo.com/#reservations (own site; found by the scan of 2026-10-24, not yet tested)
- Order: none on record
- Menu: https://proofwaterloo.com/menu/ (html_page; from the scan)
- Hours: none on record
- Phone: +1-519-208-3333
- Stable links that count: https://directindex.org/go/proofwaterloo.com/book, https://directindex.org/go/proofwaterloo.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

## 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/proofwaterloo.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: yes
- 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/proofwaterloo.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/proofwaterloo.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=proofwaterloo.com&force=1