# The Local Lounge: Agent-Direct Score B (70.8%)

Site: http://www.thelocallounge.co.uk/
Report: https://directindex.org/r/thelocallounge.co.uk
Scanned: 2026-10-21 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
The Local Lounge is mostly ready for agents.
An AI assistant can open The Local Lounge's website. What The Local Lounge 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: http://www.thelocallounge.co.uk/local-lounge-new-menu-front-july2026-merged.pdf
- Phone: +441612585625
- Address: 9 Albert St, M34 6ZA, Manchester
- Prices: 13 prices on the site, the middle one £8.50

## Nearby, also direct
Places near The Local Lounge that take a booking or an order on their own website, with no marketplace in between.
- Lorenzo Denton (130 m): https://directindex.org/r/lorenzodenton.co.uk
- QFC Quality Fried Chicken (130 m): https://directindex.org/r/yfcdenton.co.uk
- Canton House (140 m): https://directindex.org/r/cantonhousedenton.co.uk
- Istanbul Grill (150 m): https://directindex.org/r/istanbulgrill.uk
- Nero's Kitchen (150 m): https://directindex.org/r/neroskitchen.co.uk

## 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
- **No working HTTPS.** (+3 points) The page is only served over plain http. Browsers and agents rank it lower or refuse it.
- **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

## What the site tells visitors (Measured, not scored)
- **13 prices on the landing page, the middle one £8.50.** In Manchester, the middle price of comparable sites that show prices is £9.00.

## Fix kit: What to paste

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

```
# The Local Lounge

> local business (bar and grill) in 9 Albert St, M34 6ZA, Manchester, Manchester. Phone +441612585625.

## Book or order directly

- Menu: http://www.thelocallounge.co.uk/local-lounge-new-menu-front-july2026-merged.pdf

## About

- Website: http://www.thelocallounge.co.uk/
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **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
Not ranked yet in Manchester.

| What the top 10% 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 | 85% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 94% | yes |
| Structured data with address, phone and hours | 49% | yes |
| Have an llms.txt | 28% | no |

Nearest places in the index: Hatters Food and Drinks Hall (D, 28 m, https://directindex.org/r/hattersfoodhall.com); Lorenzo Denton (B, 129 m, https://directindex.org/r/lorenzodenton.co.uk); Vault 2 - Bar & Bistro - Denton (C, 130 m, https://directindex.org/r/vaulttwo.co.uk); QFC Quality Fried Chicken (B, 130 m, https://directindex.org/r/yfcdenton.co.uk); Canton House (B, 138 m, https://directindex.org/r/cantonhousedenton.co.uk); Istanbul Grill (B, 152 m, https://directindex.org/r/istanbulgrill.uk); Nero's Kitchen (A, 153 m, https://directindex.org/r/neroskitchen.co.uk); Love Mumbai (A, 158 m, https://directindex.org/r/lovemumbai.co.uk); Denton Kebab House (D, 197 m, https://directindex.org/r/dentonkebabhouse.co.uk); The MCR Hotbox (B, 214 m, https://directindex.org/r/themcrhotbox.co.uk).

## 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 13 everyday questions about Manchester and named 89 places. The Local Lounge wasn't one of them. See who was named: https://directindex.org/city/manchester/recommended


See what an AI agent reads on this site: https://directindex.org/r/thelocallounge.co.uk/agent-view

## The direct record
What agents get for The Local Lounge, as JSON: https://directindex.org/api/direct/thelocallounge.co.uk
- Book: none on record
- Order: none on record
- Menu: http://www.thelocallounge.co.uk/local-lounge-new-menu-front-july2026-merged.pdf (pdf; from the scan)
- Hours: none on record
- Phone: +441612585625
- Stable links that count: https://directindex.org/go/thelocallounge.co.uk/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 | 22 | 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/thelocallounge.co.uk
- 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/thelocallounge.co.uk/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/thelocallounge.co.uk/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=thelocallounge.co.uk&force=1