# Molly Bloom's Irish Pub: Agent-Direct Score A (90.8%)

Site: https://www.mollyblooms.online
Report: https://directindex.org/r/mollyblooms.online
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.)
Molly Bloom's Irish Pub is ready for agents.
An AI assistant can open Molly Bloom's Irish Pub's website. What Molly Bloom's Irish Pub offers is in a PDF or an image, and assistants read those badly. It finds a way to book or order directly on the site.

## Direct links
- Order directly: https://www.mollyblooms.online/online-ordering-1 (on the business's own site)
- Menu: https://www.mollyblooms.online/_files/ugd/86abc2_9466227c636e4b718f1a5105eaca8e56.pdf
- Phone: +1 5198850892
- Address: 170 University Avenue West, N2L 3E9
- Hours, from mollyblooms.online: Mon closed; Tue–Sun 11:00–23:45
- Outdoor seating (OpenStreetMap)

## Nearby, also direct
Places near Molly Bloom's Irish Pub that take a booking or an order on their own website, with no marketplace in between.
- Williams Fresh Cafe (120 m): https://directindex.org/r/williamsfreshcafe.com
- Sweet Dreams Teashop (190 m): https://directindex.org/r/sweetdreamsteashop.com
- TSUJIRI Waterloo (360 m): https://directindex.org/r/tsujiri.ca
- Pinochio Dessert Cafe (890 m): https://directindex.org/r/pinochio.ca
- Chatime (1.1 km): https://directindex.org/r/chatime.ca

## What to fix first
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai

## 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
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
Not ranked yet in Waterloo cafes and bars.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 90% | yes |
| Publish the menu or price list as HTML | 70% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 100% | yes |
| Structured data with address, phone and hours | 50% | yes |
| Have an llms.txt | 20% | yes |

Nearest places in the index: Williams Fresh Cafe (C, 122 m, https://directindex.org/r/williamsfreshcafe.com); Sweet Dreams Teashop (B, 188 m, https://directindex.org/r/sweetdreamsteashop.com); TSUJIRI Waterloo (B, 363 m, https://directindex.org/r/tsujiri.ca); Tim Hortons (F, 401 m, https://directindex.org/r/timhortons.ca); Tim Hortons (F, 663 m, https://directindex.org/r/timhortons.com); Pinochio Dessert Cafe (B, 889 m, https://directindex.org/r/pinochio.ca); Chatime (C, 1060 m, https://directindex.org/r/chatime.ca); Pair a Dice Café (C, 1103 m, https://directindex.org/r/wixsite.com); Morty's Pub (B, 1133 m, https://directindex.org/r/mortys.com); Noon Moment (B, 1137 m, https://directindex.org/r/noonmoment.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 Wix 52% (28% A or B, 48660 sites); This site 90.8%.

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

## Businesses like Molly Bloom's Irish Pub in Waterloo cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Sites built with Wix in Waterloo cafes and bars | 3 | 74% | 33% | 90.8% |

## The direct record
What agents get for Molly Bloom's Irish Pub, as JSON: https://directindex.org/api/direct/mollyblooms.online
- Book: none on record
- Order: https://www.mollyblooms.online/online-ordering-1 (own site; found by the scan of 2026-10-24, not yet tested)
- Menu: https://www.mollyblooms.online/_files/ugd/86abc2_9466227c636e4b718f1a5105eaca8e56.pdf (pdf; from the scan)
- Hours: Tu-Su 11:00-23:45 (open now) (from mollyblooms.online)
- Phone: +1 5198850892
- Stable links that count: https://directindex.org/go/mollyblooms.online/order, https://directindex.org/go/mollyblooms.online/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): yes
- 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 | 19 | 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/mollyblooms.online
- 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: yes
- 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/mollyblooms.online/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/mollyblooms.online/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=mollyblooms.online&force=1