# Taco Mex: Agent-Direct Score B (70.8%)

Site: https://mrtacomexil.com
Report: https://directindex.org/r/mrtacomexil.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.)
Taco Mex is mostly ready for agents.
An AI assistant can open Taco Mex's website. What Taco Mex offers is in a PDF or an image, and assistants read those badly. It finds a phone number, but no link to book or order online.

## Direct links
- Menu: https://mrtacomexil.com/optimamedia/products/P_41265/a4306edc-4d7c-486b-af81-a1cdfab4bd29.pdf
- Phone: +1-773-734-4321
- Address: South Torrence Avenue 10658 60617 Chicago
- Hours, from OpenStreetMap · Overture Maps: Mon closed; Tue–Fri 09:00–19:00; Sat 08:00–18:00; Sun 08:00–14:00

## Nearby, also direct
Places near Taco Mex that take a booking or an order on their own website, with no marketplace in between.
- L & G (560 m): https://directindex.org/r/lgrestaurants.com
- Heinie's Shrimp House (610 m): https://directindex.org/r/hienieschicken.com
- Los Tres Amigos Mexican Grill (720 m): https://directindex.org/r/lostresamigosonline.com
- Harold's Chicken Shack #69 (1.5 km): https://directindex.org/r/haroldschicken69.com
- Birrieria Ocotlan (2.8 km): https://directindex.org/r/birrieriaocotlan.com

## What to fix first
- **No booking or ordering link on the website.** (+13 points) There's only a phone number or WhatsApp, and agents can't use those yet. If you take bookings or orders through a platform, link to it from the site so agents can find it. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **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
- **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
- **The phone number on the site doesn't match the open map data.** The site shows 7733594329, but OpenStreetMap or Overture Maps lists +1-773-734-4321. An assistant that sees two numbers can't tell which one to trust. Fix whichever is wrong, on the site or in the map data at openstreetmap.org.

## Fix kit: What to paste

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

```
# Taco Mex

> restaurant (mexican) in South Torrence Avenue 10658 60617 Chicago, Chicago. Phone +1-773-734-4321.

## Book or order directly

- Menu: https://mrtacomexil.com/optimamedia/products/P_41265/a4306edc-4d7c-486b-af81-a1cdfab4bd29.pdf

## Opening hours

Tu-Fr 09:00-19:00; Sa 08:00-18:00; Su 08:00-14:00

## About

- Website: https://mrtacomexil.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 (LocalBusiness).** address, phone, opening hours

## Where it stands
1262 of 3626 in Chicago. Top 35% 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 | 93% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes |
| Structured data with address, phone and hours | 58% | yes |
| Have an llms.txt | 29% | no |

Nearest places in the index: Calumet Bakery (F, 314 m, https://directindex.org/r/calumetbakery.com); L & G (A, 557 m, https://directindex.org/r/lgrestaurants.com); Heinie's Shrimp House (B, 612 m, https://directindex.org/r/hienieschicken.com); Los Tres Amigos Mexican Grill (D, 722 m, https://directindex.org/r/lostresamigosonline.com); Harold's Chicken Shack #69 (C, 1457 m, https://directindex.org/r/haroldschicken69.com); Tacos Nietos (C, 2427 m, https://directindex.org/r/food96.com); Route 66 Pizza (F, 2474 m, https://directindex.org/r/pdqonlineordering.com); Calumet Fisheries (D, 2737 m, https://directindex.org/r/calumetfisheries.com); Birrieria Ocotlan (C, 2777 m, https://directindex.org/r/birrieriaocotlan.com); Stony Island Drive THRU (B, 2916 m, https://directindex.org/r/stonydrivethru.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 Chicago and named 57 places. Taco Mex wasn't one of them. See who was named: https://directindex.org/city/chicago/recommended


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

## Businesses like Taco Mex in Chicago

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Chicago | 3626 | 52% | 35% | 70.8% |

The best of the businesses of the same kind in Chicago: Ali's Nihari & BBQ (A 100%, https://directindex.org/r/alinihari.com); Amarit (A 100%, https://directindex.org/r/amaritthai.com); Andie's (A 100%, https://directindex.org/r/andieschicago.com); Angelo's Stuffed Pizza (A 100%, https://directindex.org/r/angelosstuffedpizza.com); Aztlán Mexican Grill (A 100%, https://directindex.org/r/aztlan1.com).

With the two fixes above (No booking or ordering link on the website; Menu or price list is a PDF), the score would be about 95.4%. That would be 104th of 3,626 in Chicago, up from 1262nd.

## The direct record
What agents get for Taco Mex, as JSON: https://directindex.org/api/direct/mrtacomexil.com
- Book: none on record
- Order: none on record
- Menu: https://mrtacomexil.com/optimamedia/products/P_41265/a4306edc-4d7c-486b-af81-a1cdfab4bd29.pdf (pdf; from the scan)
- Hours: Tu-Fr 09:00-19:00; Sa 08:00-18:00; Su 08:00-14:00 (closed now) (from OpenStreetMap)
- Phone: +1-773-734-4321
- Stable links that count: https://directindex.org/go/mrtacomexil.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 | 19 | 25 |
| Actionable | 2 | 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/mrtacomexil.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/mrtacomexil.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/mrtacomexil.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=mrtacomexil.com&force=1