# Marcelina's Filipino Cuisine and Karaoke Bar: Agent-Direct Score B (75.4%)

Site: https://marcelinasfilipinocuisine.com/
Report: https://directindex.org/r/marcelinasfilipinocuisine.com
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Marcelina's Filipino Cuisine and Karaoke Bar is mostly ready for agents.

## Direct links
- Menu: https://marcelinasfilipinocuisine.com/menu/appetizers
- Phone: +1-647-350-1200

## What to fix first
- **No booking or ordering path at all.** (+13 points) Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website

## Already right
- **robots.txt lets AI crawlers in.** There is no robots.txt, which allows everything.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
211 of 994 in Toronto. Top 21% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 99% | no |
| Publish the menu or price list as HTML | 94% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 93% | yes |
| Structured data with address, phone and hours | 51% | yes |
| Have an llms.txt | 20% | yes |

Nearest places in the index: Tinuno (C, 896 m, https://directindex.org/r/tinunothirtyone.com); Pür & Simple (D, 1295 m, https://directindex.org/r/pursimple.com); Bistro on Avenue/Stern's Deli (D, 1341 m, https://directindex.org/r/bistroonavenue.com); Old Avenue Restaurant (C, 1441 m, https://directindex.org/r/oldavenue.ca); Chick-fil-A (B, 1653 m, https://directindex.org/r/chick-fil-a.com); Shake Shack (B, 1664 m, https://directindex.org/r/shakeshack.ca); Mac's Sushi (C, 1681 m, https://directindex.org/r/macssushi.com); The Cheesecake Factory (B, 1806 m, https://directindex.org/r/thecheesecakefactory.com); TORA (B, 1997 m, https://directindex.org/r/aburitora.com); Grill Gate (A, 2195 m, https://directindex.org/r/grillgate.ca).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.

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

## Businesses like Marcelina's Filipino Cuisine and Karaoke Bar in Toronto

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Toronto | 994 | 50% | 35% | 75.4% |

The best of Same kind in Toronto: Amano Trattoria (A 100%, https://directindex.org/r/notteristorante.ca); Cluny (A 100%, https://directindex.org/r/clunybistro.com); Creme de la Creme Cafe (A 100%, https://directindex.org/r/cremedelacremecafe.ca); Evergreen Thai Restaurant (A 100%, https://directindex.org/r/evergreenthai.com); Fantasy Kitchen (A 100%, https://directindex.org/r/fantasykitchento.com).

With the fix above (No booking or ordering path at all) the score would be about 95.4%: 23rd of 994 in Toronto, up from 211th.

## The direct record
What agents get for Marcelina's Filipino Cuisine and Karaoke Bar, as JSON: https://directindex.org/api/direct/marcelinasfilipinocuisine.com
- Book: none on record
- Order: none on record
- Menu: https://marcelinasfilipinocuisine.com/menu/appetizers (html_page; from the scan)
- Hours: none on record
- Phone: +1-647-350-1200
- Stable links that count: https://directindex.org/go/marcelinasfilipinocuisine.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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 22 | 25 |
| Actionable | 2 | 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/marcelinasfilipinocuisine.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: 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

Deep report: https://directindex.org/r/marcelinasfilipinocuisine.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=marcelinasfilipinocuisine.com&force=1