# The Dunlavy: Agent-Direct Score C (61.5%)

Site: http://thedunlavy.com/
Report: https://directindex.org/r/florahouston.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.)
The Dunlavy is partly visible to agents.
AI assistants can't open The Dunlavy's website, so they go by what other sites say about it.

## Direct links
- Book directly: https://www.florahouston.com/reservations (on the business's own site)
- Order directly: https://www.florahouston.com/popmenu-order (on the business's own site)
- Menu: https://www.florahouston.com/menu
- Phone: 7133606477
- Address: 3422 Allen Pkwy, 77019, Houston

## Nearby, also direct
Places near The Dunlavy that take a booking or an order on their own website, with no marketplace in between.
- Flora (0 m): https://directindex.org/r/florahouston.com
- Annam Vietnamese Restaurant (390 m): https://directindex.org/r/annamhouston.com
- Annabelle Brasserie (400 m): https://directindex.org/r/annabellebrasserie.com
- Mexican Sugar (490 m): https://directindex.org/r/mexicansugarcocina.com
- La Griglia (760 m): https://directindex.org/r/lagrigliarestaurant.com

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+25 points) A plain fetch was refused (cloudflare_challenge). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **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.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
Not ranked yet in Houston.

| 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 | 89% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 89% | no |
| Structured data with address, phone and hours | 70% | yes |
| Have an llms.txt | 30% | no |

Nearest places in the index: Flora (A, 2 m, https://directindex.org/r/florahouston.com); Annam Vietnamese Restaurant (A, 388 m, https://directindex.org/r/annamhouston.com); Annabelle Brasserie (A, 399 m, https://directindex.org/r/annabellebrasserie.com); Mayahuel (B, 407 m, https://directindex.org/r/mayahuelrestaurant.com); Turner's Cut (B, 480 m, https://directindex.org/r/turnerscut.com); Mexican Sugar (B, 489 m, https://directindex.org/r/mexicansugarcocina.com); La Griglia (A, 761 m, https://directindex.org/r/lagrigliarestaurant.com); Coffee Oasis (F, 762 m, https://directindex.org/r/coffee-oasis.com); Exilio Latin Flair (B, 769 m, https://directindex.org/r/exiliolatinflair.com); Romano's Pizza (A, 770 m, https://directindex.org/r/romanoshouston.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: "Birthday dinner for eight on Friday. I want to book online." (ChatGPT)


Compared with its peers: Sites built with Popmenu 76% (65% A or B, 54 sites); This site 61.5%.

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

## Named by ChatGPT for "Birthday dinner for eight on Friday. I want to book online" in Houston, October 2026
- "Birthday dinner for eight on Friday. I want to book online." (2026-10-16): ChatGPT with a link to this site. https://directindex.org/city/houston/recommended/birthday-8
Named by 1 of 2 assistants asked. Badge: https://directindex.org/badge/named/florahouston.com.svg

## Businesses like The Dunlavy in Houston

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Houston | 365 | 53% | 38% | 61.5% |
| Sites built with Popmenu in Houston | 71 | 86% | 77% | 61.5% |

The best of the sites built with Popmenu in Houston: Annabelle Brasserie (A 100%, https://directindex.org/r/annabellebrasserie.com); Birria Los Primos Wayside  (A 100%, https://directindex.org/r/losprimoshtx.com); Brasserie Du Parc Houston (A 100%, https://directindex.org/r/brasserieduparc.net); Cajun's City (A 100%, https://directindex.org/r/cajunscity.com); Cellar 7 (A 100%, https://directindex.org/r/cellar7htx.com).

With the fix above (The site turns away every visitor that isn't a browser, AI agents included), the score would be about 100%, which would be first of 365 in Houston.

## The direct record
What agents get for The Dunlavy, as JSON: https://directindex.org/api/direct/florahouston.com
- Book: https://www.florahouston.com/reservations (own site; found by the scan of 2026-10-23, not yet tested)
- Order: https://www.florahouston.com/popmenu-order (own site; found by the scan of 2026-10-23, not yet tested)
- Menu: https://www.florahouston.com/menu (html_page; from the scan)
- Hours: none on record
- Phone: 7133606477
- Stable links that count: https://directindex.org/go/florahouston.com/book, https://directindex.org/go/florahouston.com/order, https://directindex.org/go/florahouston.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

Only a real browser got this page (a plain fetch got cloudflare_challenge); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 25 | 25 |
| Actionable | 15 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/florahouston.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/florahouston.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=florahouston.com&force=1