# Mr. Wanderlust: Agent-Direct Score A (92.3%)

Site: https://www.mrwanderlustdtla.com/
Report: https://directindex.org/r/mrwanderlustdtla.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.)
Mr. Wanderlust is ready for agents.
An AI assistant can open Mr. Wanderlust's website. It can read what Mr. Wanderlust offers. It finds a way to book or order directly, through SevenRooms.

## Direct links
- Book directly: https://www.sevenrooms.com/reservations/mrwanderlust (through sevenrooms acting for the business)
- Order directly: https://images.getbento.com/accounts/8ec37edf940a0177f23bd3fc80c0058d/media/NtjWWcPTTmvr06o8TUsj_L8%20Event%20Deck%204.10.26%20V3.pdf (through bentobox acting for the business)
- Menu: https://www.mrwanderlustdtla.com/menus/
- Phone: 213-789-7851
- Address: South Figueroa Street 1254 #8th floor

## Nearby, also direct
Places near Mr. Wanderlust that take a booking or an order on their own website, with no marketplace in between.
- Golden Hour (20 m): https://directindex.org/r/goldenhourdtla.com
- 33 Taps (30 m): https://directindex.org/r/eatdrink33.com
- Hyde Lounge at Crypto.com Arena (240 m): https://directindex.org/r/sbe.com
- Cow Cafe (380 m): https://directindex.org/r/cowdtla.com

## What to fix first
- **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

## Fix kit: What to paste

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

```
# Mr. Wanderlust

> bar or pub in South Figueroa Street 1254 #8th floor, Los Angeles cafes and bars. Phone 213-789-7851.

## Book or order directly

- Book: https://www.sevenrooms.com/reservations/mrwanderlust (through sevenrooms acting for the business)
- Order: https://images.getbento.com/accounts/8ec37edf940a0177f23bd3fc80c0058d/media/NtjWWcPTTmvr06o8TUsj_L8%20Event%20Deck%204.10.26%20V3.pdf (through bentobox acting for the business)
- Menu: https://www.mrwanderlustdtla.com/menus/

## About

- Website: https://www.mrwanderlustdtla.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 (FoodEstablishment).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking through sevenrooms on your own domain.** There's no marketplace commission, and the customer stays yours.
- **Ordering through bentobox on your own domain.** There's no marketplace commission, and the customer stays yours.
- **SevenRooms works with agents through its partners.** SevenRooms' terms (17 April 2026) bar any robot, spider, scraper or other automated means except bona fide search engines; Google names SevenRooms as an AI Mode booking partner. Terms read on 2026-10-15: https://sevenrooms.com/terms-of-service/. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.

## Where it stands
48 of 1405 in Los Angeles cafes and bars. Top 3% 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 | 99% | yes |
| Publish the menu or price list as HTML | 91% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 97% | yes |
| Structured data with address, phone and hours | 41% | yes |
| Have an llms.txt | 35% | no |

Nearest places in the index: Golden Hour (A, 20 m, https://directindex.org/r/goldenhourdtla.com); 33 Taps (B, 25 m, https://directindex.org/r/eatdrink33.com); Virtu Coffee (F, 178 m, https://directindex.org/r/virtucoffee.com); Hyde Lounge at Crypto.com Arena (A, 239 m, https://directindex.org/r/sbe.com); Dunkin' (F, 318 m, https://directindex.org/r/dunkindonuts.com); Fox Skybox Restaurant & Bar (F, 354 m, https://directindex.org/r/go.com); barcito (F, 368 m, https://directindex.org/r/writeanessayfor.me); Cow Cafe (B, 383 m, https://directindex.org/r/cowdtla.com); The King Cigar Lounge (F, 383 m, https://directindex.org/r/thekingcigarlounge.com); Coco Fresh Tea & Juice DTLA (F, 385 m, https://directindex.org/r/cocofreshdtla.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 BentoBox 80% (86% A or B, 2256 sites); Sites using SevenRooms 74% (64% A or B, 4556 sites); Sites using BentoBox 86% (92% A or B, 476 sites); This site 92.3%.

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

## Businesses like Mr. Wanderlust in Los Angeles cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Los Angeles cafes and bars | 1405 | 46% | 23% | 92.3% |
| Sites built with BentoBox in Los Angeles cafes and bars | 16 | 89% | 100% | 92.3% |
| Sites using SevenRooms in Los Angeles cafes and bars | 11 | 73% | 73% | 92.3% |
| Sites built with BentoBox and using SevenRooms in Los Angeles cafes and bars | 3 | 89% | 100% | 92.3% |

The best of the sites using SevenRooms in Los Angeles cafes and bars: Golden Hour (A 92.3%, https://directindex.org/r/goldenhourdtla.com); The Lincoln (A 92.3%, https://directindex.org/r/thelincolnvenice.com); Tiki No (A 92.3%, https://directindex.org/r/tikinola.com); Death & Co - Los Angeles (B 81.5%, https://directindex.org/r/deathandcompany.com); Only The Wild Ones (B 73.8%, https://directindex.org/r/onlythewildones.com).

## The direct record
What agents get for Mr. Wanderlust, as JSON: https://directindex.org/api/direct/mrwanderlustdtla.com
- Book: https://www.sevenrooms.com/reservations/mrwanderlust (vendor on own site: SevenRooms; found by the scan of 2026-10-23, not yet tested)
- Order: https://images.getbento.com/accounts/8ec37edf940a0177f23bd3fc80c0058d/media/NtjWWcPTTmvr06o8TUsj_L8%20Event%20Deck%204.10.26%20V3.pdf (vendor on own site: BentoBox; found by the scan of 2026-10-23, not yet tested)
- Menu: https://www.mrwanderlustdtla.com/menus/ (html_page; from the scan)
- Hours: none on record
- Phone: 213-789-7851
- Stable links that count: https://directindex.org/go/mrwanderlustdtla.com/book, https://directindex.org/go/mrwanderlustdtla.com/order, https://directindex.org/go/mrwanderlustdtla.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
- Vendor terms for agents, SevenRooms: Through partners. SevenRooms' terms (17 April 2026) bar any robot, spider, scraper or other automated means except bona fide search engines; Google names SevenRooms as an AI Mode booking partner. Read 2026-10-15: https://sevenrooms.com/terms-of-service/

Found one hop past the home page: menu page /menus/: menu schema.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 25 |
| Actionable | 10 | 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/mrwanderlustdtla.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: 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: 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/mrwanderlustdtla.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/mrwanderlustdtla.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=mrwanderlustdtla.com&force=1