thethingslab.org is hard for agents to use.
Listed by Overture Maps.
The direct ways to reach The Things Lab, no marketplace in between. Checked 2026-10-17. Something wrong? Tell us
2456 W 8th Ct, 33010, Hialeah · +17863096525
WhatsApp: a link on the site
An AI assistant can open the website of The Things Lab. It finds no menu or price list, so it answers from other sites. To book or order, it is sent to Eventbrite, a marketplace.
29 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.
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.
Top 37% of the sites scanned in this index. Just above: Bru Med Travel & Tours D, Galeria Condominium D. Just below: Your Ticket Travel D, 2000 Biscayne D.
| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 95% | no |
| Publish the menu or price list as HTML | 16% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 92% | yes |
| Structured data with address, phone and hours | 25% | no |
| Have an llms.txt | 34% | no |
The top tenth is the 148 best-scoring reachable sites of the index at the last refresh.
| Average score | A or B | This site | |
|---|---|---|---|
| Sites using Eventbrite 94 sites | 53% | 22% | 44.6% |
| Place | Distance | Grade | Direct booking or ordering |
|---|---|---|---|
| Col Travel | 888 m | F | no |
| Mi Ross Travel Agency Llc | 1.3 km | B | yes |
| Pura Vida Hialeah | 1.6 km | F | no |
| Havana Express Inc | 1.6 km | F | no |
| Palm Avenue | 1.7 km | C | no |
| Rapid Multiservice | 1.8 km | F | no |
| Express Multiservice | 1.9 km | D | no |
| Miami Travel y Mas | 2.0 km | F | no |
| Buenavista Travel Services Inc. | 2.0 km | F | no |
| Falck Southeast II | 2.1 km | C | no |
| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Miami tours, attractions and museums | 1,428 | 40% | 9% | 44.6% |
| Sites using Eventbrite in Miami tours, attractions and museums | 4 | 51% | 0% | 44.6% |
Black Archives C 61.5% · Historic Ward Rooming House C 55.4% · Doral Contemporary Art Museum - DORCAM D 43.1%
With the three fixes above (No structured data for the business; Tickets only through eventbrite; No tickets and prices found) the score would be about 95.4%: first of 1,428 in Miami tours, attractions and museums.
Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.
Add schema.org JSON-LD for the business (TouristAttraction, Museum, TravelAgency or the closest type, with name, address, telephone and openingHoursSpecification). It is the one block every assistant reads first; the fix kit below has it filled in. How to fix it
Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. How to fix it About this vendor
Agents answer 'what does it cost and when' from marketplaces instead. Add a page with tickets, times and prices as text and link it from the homepage. How to fix it
Optional today, cheap to add: a short text file describing the business for language models. How to fix it
No one is listed yet to fix this in Miami tours, attractions and museums. List your agency or yourself: free, reviewed by hand.
Builder: unknown · Front: cloudflare
Filled from the business's own record and this scan. Check every line before it goes live; where it goes on your builder is in the guides.
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": "LocalBusiness",
"name": "The Things Lab",
"url": "http://www.thethingslab.org/",
"telephone": "+17863096525",
"address": "2456 W 8th Ct, 33010, Hialeah",
"geo": {
"@type": "GeoCoordinates",
"latitude": 25.84393332,
"longitude": -80.29924147
}
}
</script>
Save as /llms.txt at the root of the site. Guide.
# The Things Lab > local business in 2456 W 8th Ct, 33010, Hialeah, Miami tours, attractions and museums. Phone +17863096525. ## About - Website: http://www.thethingslab.org/ - This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
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.
The direct record an agent is served for this business, the rails it could transact through, and the agent standards the site publishes.
No direct path on record: the scan of 2026-10-17 found no booking or ordering link on thethingslab.org or on a vendor's site. The same record is served as JSON at /api/direct/thethingslab.org, through the MCP tool direct_record and in the city feed /city/miami-tours/direct.json.
| Path | Link | Status |
|---|---|---|
| Book | none on record | |
| Order | none on record | |
| Menu | none on record | |
| Hours | none on record | |
| Phone | +17863096525 |
Owners: claim the business below to correct this record; the claim email carries the link.
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 | 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 Eventbrite, read 2026-10-15 | Not stated |
Eventbrite's terms of service (20 August 2025), section 13.1, bar scraping, crawling or automated means to extract data from the sites; they do not address an agent buying a ticket for a person; the separate API terms cover developer apps. Source. About Eventbrite · all vendors.
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 | no how |
| llms.txt | no how |
| 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 | no how |
| OAuth protected resource metadata | no how |
| 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 | no how |
| JSON-LD for the business | no |