# Taste Of Lebanon: Agent-Direct Score B (81.5%)

Site: http://www.tasteoflebanon.net
Report: https://directindex.org/r/tasteoflebanon.net
Scanned: 2026-10-25 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Taste Of Lebanon is mostly ready for agents.
An AI assistant can open Taste Of Lebanon's website. It can read what Taste Of Lebanon offers. To book or order, it is sent to Slice, a marketplace.

## Direct links
- Menu: https://www.tasteoflebanon.net/menu/
- Phone: (713) 784-0110
- Address: 6565 Del Monte Dr, Houston 77057
- Hours, from tasteoflebanon.net: Mon–Thu 11:00–20:30; Fri–Sun 11:00–21:00
- Its menu mentions: vegetarian dishes

## Nearby, also direct
Places near Taste Of Lebanon that take a booking or an order on their own website, with no marketplace in between.
- Gourmandize (2.5 km): https://directindex.org/r/gourmandizetexas.com
- Busy Boy (2.8 km): https://directindex.org/r/busyboysubs.com
- The Pita-Ria (3.1 km): https://directindex.org/r/thepitariahtx.com

## What to fix first
- **Ordering only through slice.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **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 +15717078847, but OpenStreetMap or Overture Maps lists (713) 784-0110. 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.

```
# Taste Of Lebanon

> restaurant (mediterranean) in 6565 Del Monte Dr, Houston 77057, Houston. Phone (713) 784-0110.

## Book or order directly

- Menu: https://www.tasteoflebanon.net/menu/

## Opening hours

Mo-Th 11:00-20:30; Fr-Su 11:00-21:00

## About

- Website: http://www.tasteoflebanon.net
- 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.

## Since the scan of 2026-10-23 (B then)
- Fixed: nothing
- New: nothing

## Where it stands
525 of 2664 in Houston. Top 20% 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 | 97% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 93% | yes |
| Structured data with address, phone and hours | 72% | yes |
| Have an llms.txt | 53% | no |

Nearest places with a similar menu: Gyro Hut (C, 1570 m, https://directindex.org/r/gyrohutusa.com); Massaya (D, 1635 m, https://directindex.org/r/massayahouston.com); Zabak's Mediterranean Cafe (D, 1733 m, https://directindex.org/r/zabaks.com); Gourmandize (A, 2492 m, https://directindex.org/r/gourmandizetexas.com); Busy Boy (C, 2771 m, https://directindex.org/r/busyboysubs.com); The Pita-Ria (F, 3149 m, https://directindex.org/r/thepitariahtx.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 22 everyday questions about Houston and named 146 places. Taste Of Lebanon wasn't one of them. See who was named: https://directindex.org/city/houston/recommended


Score over 2 scans since 2026-10-23: 2026-10-23 82%, 2026-10-25 82%.

Compared with its peers: Sites using Slice 69% (87% A or B, 566 sites); This site 81.5%.

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

## Businesses like Taste Of Lebanon in Houston

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Houston | 2664 | 54% | 35% | 81.5% |
| Sites using Slice in Houston | 4 | 70% | 75% | 81.5% |

The best of the sites using Slice in Houston: New York Pizza Express (B 70.8%, https://directindex.org/r/saruzzosnewyork.com); Star Pizzeria (B 70.8%, https://directindex.org/r/starpizzeriamenu.com); Flakey's Pizza (C 55.4%, https://directindex.org/r/flakeyspizza.com).

With the fix above (Ordering only through slice), the score would be about 100%, which would be first of 2,664 in Houston.

## The direct record
What agents get for Taste Of Lebanon, as JSON: https://directindex.org/api/direct/tasteoflebanon.net
- Book: none on record
- Order: none on record
- Menu: https://www.tasteoflebanon.net/menu/ (html_page; from the scan)
- Hours: Mo-Th 11:00-20:30; Fr-Su 11:00-21:00 (closed now) (from tasteoflebanon.net)
- Phone: (713) 784-0110
- Stable links that count: https://directindex.org/go/tasteoflebanon.net/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
- Vendor terms for agents, Slice: Not stated. The terms do not address an agent acting for a person (several bar scraping or data extraction only), could not be read on the date given, or the vendor has not been researched yet.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 25 |
| Actionable | 3 | 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/tasteoflebanon.net
- 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/tasteoflebanon.net/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/tasteoflebanon.net/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=tasteoflebanon.net&force=1