The Direct Index
Report · Los Angeles cafes and bars · scanned 2026-10-15

Thank You Coffee

thankyoucoffee.com is largely invisible to agents.

Menu: thankyoucoffee.com/pages/menu

Score over 2 scans since 2026-10-14: 62% → 23%

See what an AI agent reads on this site →

F
23.1%

15 of 65 points available

–

agent-readiness level

3

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.

Since the scan of 2026-10-14 (C then): new The site turned every visitor without a browser away.

Findings

What to fix first

  1. The site turns every visitor without a browser away, AI agents included +25 points

    A plain fetch was refused (cloudflare_challenge); only a real browser got the page. Every AI crawler and agent is turned away the same way, so Reachable scores 0 and the rest is measured on the rendered page. Ask the host to let the AI user agents through. How to fix it

  2. No booking or ordering path at all +15 points

    Agents have nothing to act on. Add a booking or ordering page on your own domain. How to fix it

  3. Structured data is incomplete +7 points

    Missing: address, telephone, opening hours. How to fix it

No one is listed yet to fix this in Los Angeles cafes and bars. List your agency or yourself: free, reviewed by hand.

Already right

Builder: shopify · Front: cloudflare · A plain fetch got cloudflare_challenge; a real browser got the page, so the scan continues on the rendered page.

Fix kit

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.

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": "CafeOrCoffeeShop",
  "name": "Thank You Coffee",
  "url": "https://thankyoucoffee.com/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "North Hill Street 938",
    "postalCode": "90012",
    "addressLocality": "Los Angeles"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 34.0652426,
    "longitude": -118.2381461
  },
  "openingHours": "09:00-16:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [],
      "opens": "09:00",
      "closes": "16:00"
    }
  ],
  "servesCuisine": [
    "coffee shop"
  ],
  "hasMenu": "https://thankyoucoffee.com/pages/menu"
}
</script>
Where it stands

323 of 484 in Los Angeles cafes and bars

Top 67% of the sites scanned in this index. Just above: Adore Dessert Café F, B Twentyfour F. Just below: Hop Merchants Bottle Shop and Taproom F, C Frenz F.

What the top tenth of the index doesTop 10%This site
Take bookings or orders on their own domain96%no
Publish the menu or price list as HTML92%yes
Let AI crawlers in (no edge block, no robots.txt block)98%no
Structured data with address, phone and hours31%no
Have an llms.txt18%no

The top tenth is the 49 best-scoring reachable sites of the index at the last refresh.

Against its peers

Average scoreA or BThis site
Sites built with Shopify 1,331 sites61%37%23.1%

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Songbird Cafe coffee_shop201 mByes
endorffeine coffee_shop449 mFno
Stereoscope Coffee coffee_shop2.0 kmFno
Woodcat coffee_shop2.1 kmFno
Matcha Ren coffee_shop, tea2.2 kmDno
Yuko Kitchen bubble_tea, coffee_shop, japanese, noodles, tea2.3 kmAyes
Canyon Coffee coffee_shop2.4 kmDyes
Pitchoun french, breakfast, cake, coffee_shop2.4 kmCyes
Nice Coffee coffee_shop, pastry2.4 kmCyes
85°C Bakery Cafe coffee_shop, chinese2.6 kmFno
Businesses like yours

Businesses like Thank You Coffee in Los Angeles cafes and bars

GroupSitesAvg scoreA or BThis site
Same kind in Los Angeles cafes and bars48439%21%23.1%
Built with Shopify in Los Angeles cafes and bars2245%18%23.1%

The best of Built with Shopify in Los Angeles cafes and bars

Menotti's Coffee Stop B 76.9% · La La Land B 74.3% · Noun B 73.8% · Thunder Road Cafe B 73.8% · Alchemist Coffee Project at the Pearl C 66.6%

The climb

With the three fixes above (The site turns every visitor without a browser away, AI agents included; No booking or ordering path at all; Structured data is incomplete) the score would be about 95.4%: 3rd of 484 in Los Angeles cafes and bars, up from 323rd.

Peers are the businesses of the same index with a reachable site, latest scan of each; the rank uses the index's current ranking.

The direct record

What agents get for Thank You Coffee

The links an assistant is sent when it books, orders or reads the menu for this business, where each leads, and when a browser last checked it. The same record is served as JSON at /api/direct/thankyoucoffee.com, through the MCP tool direct_record and in the city feed /city/los-angeles-cafes-bars/direct.json.

PathLinkStatus
Booknone on record
Ordernone on record
Menuthankyoucoffee.com/pages/menu html_pagefrom the scan
Hours09:00-16:00 (closed now)from OpenStreetMap
Phonenone on record

Stable links that count: /go/thankyoucoffee.com/menu answer 302 to the links above; the count is the line "followed N direct links" on this page.

Owners: claim the business below to correct this record; the claim email carries the link.

Transactable

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
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.

Agent readiness

Not measured

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.

JSON-LD for the businessyes
Assistants

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.

Badge

Show the score

Owners who score well embed the badge; it links back here and updates with every scan.

Agent-Direct Score F

<a href="https://directindex.org/r/thankyoucoffee.com"><img src="https://directindex.org/badge/thankyoucoffee.com.svg" alt="Agent-Direct Score F" width="236" height="40"></a>
Owners

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

Deep report Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 19 EUR, one-off.

Send the fixes to your web person
One email, the fixes and the link; nothing stored.