The Q Lab
theqlab.ae is partly visible to agents.
Listed by Overture Maps.
The direct ways to reach The Q Lab, no marketplace in between. Checked 2026-10-18. Something wrong? Report it
Al Wasl Square, Dubai, United Arab Emirates, دبي · +97142660747
The website, graded
An AI assistant can open the website of The Q Lab. It finds no menu or price list, so it answers from other sites. It finds no link to book or order online, only a phone number.
36 of 65 points available
agent-readiness level, Basic Web Presence
things to fix
Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.
What assistants answer
Each assistant is asked three questions about this business: the official website, where to book, where to order. The cell says where the answer sent people.
Not asked yet. Assistants are asked about the top-ranked businesses in each city index, and about every claimed business the moment it is claimed; claim this page to be included.
How The Q Lab compares
276 of 700 in Dubai cafes and bars
Top 39% of the sites scanned in this index. Just above: The Coffee Merchant C, The Hills Pool Bar & Lounge C. Just below: Tolstoy Library & Lounge Bar C, Alchemy Coffee D.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 96% | no |
| Publish the menu or price list as HTML | 68% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 85% | yes |
| Structured data with address, phone and hours | 41% | no |
| Have an llms.txt | 45% | yes |
The top tenth is the 73 best-scoring reachable sites of the index at the last refresh.
Against its peers
| Average score | A or B | This site | |
|---|---|---|---|
| Sites built with Shopify 3,402 sites | 46% | 24% | 55.4% |
Nearest places in the index
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| The Coffee Merchant | 187 m | C | no |
| The Blacksmith Bar & Eatery, Business Bay | 283 m | A | yes |
| Aaliya Shisha Lounge | 314 m | A | yes |
| Sports on 4 | 554 m | B | yes |
| Halfcup coffee_shop | 666 m | C | no |
| Black Sheep Coffee coffee_shop | 723 m | F | no |
| The Other Side Dubai | 803 m | B | yes |
| Drinkit coffee_shop | 806 m | D | no |
| Keif Restaurant Open 24/7 | 863 m | F | no |
| Harat’s Republic | 883 m | C | yes |
Businesses like The Q Lab in Dubai cafes and bars
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Dubai cafes and bars | 700 | 46% | 19% | 55.4% |
| Sites built with Shopify in Dubai cafes and bars | 66 | 43% | 17% | 55.4% |
The best of the sites built with Shopify in Dubai cafes and bars
The Lighthouse A 93.8% · Peet's Coffee A 87.5% · Modern Coffee by WatchHouse B 84.6% · Puffin Art Shisha Delivery Dubai B 84.6% · شيبرياني فاشن افنيو B 84.6%
The climb
With the three fixes above (No booking or ordering link on the website; No menu or price list found; Structured data is incomplete) the score would be about 95.4%: 6th of 700 in Dubai cafes and bars, up from 276th.
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
What to fix first
- No booking or ordering link on the website +13 points
Only a phone number or WhatsApp, which agents cannot use yet. If you take bookings or orders through a platform, link to it from the site so an agent can find it. Add a booking or ordering page. How to fix it
- No menu or price list found +7 points
Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. How to fix it
- Structured data is incomplete +6 points
Missing: address, telephone, opening hours. How to fix it
Send the fixes to your web person
No one is listed yet to fix this in Dubai cafes and bars. List your agency or yourself: free, reviewed by hand.
Already right
- robots.txt lets AI crawlers in No rule blocks the key AI user agents.
- AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- Structured data present (Organization) but without address, phone or hours
Builder: shopify · Front: cloudflare · contact page /pages/about: nothing new
What to paste
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on shopify is in the guides.
Where to paste it on Shopify: Online Store, then the three-dot menu on the theme, then Edit code; paste it in the theme's layout file, inside the head. the official help page.
Show the code to paste
Structured data (JSON-LD)
One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong. Guide.
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "The Q Lab",
"url": "https://theqlab.ae/",
"telephone": "+97142660747",
"address": "Al Wasl Square, Dubai, United Arab Emirates, دبي",
"geo": {
"@type": "GeoCoordinates",
"latitude": 25.179274661907755,
"longitude": 55.27074005238202
}
}
</script>
Own this business?
Fixed something, or think a check is wrong? Rescans are free. Claiming takes one email to confirm; after that the three assistants are asked about the business right away, the site is rescanned weekly, and you get a message only when the score changes.
Rescan now · Markdown · Dispute a check
Keep watching this business: the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant and the places nearby; 5 EUR once. Reading and scanning stay free; these few euros pay for the questions sent to the assistants and for the servers.
Show the score
Owners who score well embed the badge; it links back here and updates with every scan.
<a href="https://directindex.org/r/theqlab.ae"><img src="https://directindex.org/badge/theqlab.ae.svg" alt="Agent-Direct Score C" width="236" height="40"></a>
What agents get, and what the site publishes
The direct record an agent is served for this business, the rails it could transact through, and the agent standards the site publishes.
Show the details
What agents get for The Q Lab
No direct path on record: the scan of 2026-10-18 found no booking or ordering link on theqlab.ae or on a vendor's site. The same record is served as JSON at /api/direct/theqlab.ae, through the MCP tool direct_record and in the city feed /city/dubai-cafes-bars/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | none on record | |
| Hours | none on record | |
| Phone | +97142660747 |
Owners: claim the business below to correct this record; the claim email carries the link.
Can an agent transact?
Measured, not scored: the Agent-Direct Score stays at specification v1.0. This says which rails an agent could transact through today, and what the booking or ordering vendor's terms allow.
| UCP profile /.well-known/ucp, Google and Shopify's Universal Commerce Protocol | yes |
| 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 |
Level 1 of 5, Basic Web Presence
The standards an agent looks for before it reads a page, on the same criteria as Cloudflare's Agent Readiness scan. Not part of the score; each missing item links to a how-to. Cloudflare's report.
| Link headers on the homepage | no how |
| sitemap.xml | yes |
| AI bot rules in robots.txt | yes |
| Content Signals in robots.txt | no how |
| Markdown on Accept: text/markdown | yes |
| llms.txt | yes |
| API catalog (RFC 9727) | no how |
| MCP server card | no how |
| A2A agent card | no how |
| Agent Skills index | no how |
| OAuth or OIDC discovery | yes |
| OAuth protected resource metadata | yes |
| auth.md | no how |
| Web Bot Auth key directory | no how |
| ARD capability manifest | no how |
| DNS-AID records | no how |
| WebMCP tools on the page | yes |
| JSON-LD for the business | yes |