# Loved Ones Coffee: Agent-Direct Score F (23.1%)

Site: https://lovedonescoffee.com/
Report: https://directindex.org/r/lovedonescoffee.com
Scanned: 2026-10-15 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Loved Ones Coffee is largely invisible to agents.
AI assistants cannot open the website of Loved Ones Coffee, so they rely on what other sites say about it.

## Direct links
- Menu: https://lovedonescoffee.com/pages/drink-menu

## What to fix first
- **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. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **No booking or ordering link on the website.** (+15 points) Agents find no link to follow on the site. 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 on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## Fix kit: What 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.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "CafeOrCoffeeShop",
  "name": "Loved Ones Coffee",
  "url": "https://lovedonescoffee.com/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Bergen Street 253",
    "postalCode": "11217",
    "addressLocality": "Brooklyn"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.6841419,
    "longitude": -73.9835836
  },
  "openingHours": "Mo 07:00-14:00, Tu 07:00-12:00, Th-Sa 07:00-14:00, Su 08:00-14:00",
  "servesCuisine": [
    "coffee shop"
  ],
  "hasMenu": "https://lovedonescoffee.com/pages/drink-menu"
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There is no robots.txt, which allows everything.
- **Structured data present (Organization).** but without address, phone or hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Since the scan of 2026-10-14 (F then)
- Fixed: The site could not be read at all
- New: The site turned every visitor without a browser away; Structured data was incomplete; No booking or ordering path at all

## Where it stands
1133 of 1477 in New York cafes and bars. Top 77% of the sites scanned in this index.

| What the top tenth of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 98% | no |
| Publish the menu or price list as HTML | 96% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 99% | no |
| Structured data with address, phone and hours | 25% | no |
| Have an llms.txt | 11% | no |

Nearest places with a similar menu: IXV (F, 199 m, https://directindex.org/r/ixvcoffee.com); Public Records (D, 336 m, https://directindex.org/r/publicrecords.nyc); Absolute Coffee (C, 564 m, https://directindex.org/r/absolutecoffee.nyc); Cafecito Social (F, 628 m, https://directindex.org/r/cafecitosocial.com); White Noise Coffee (Brooklyn Coffee Shop) (C, 724 m, https://directindex.org/r/whitenoisecoffee.com); Beanmonger Coffee (B, 743 m, https://directindex.org/r/beanmongercoffee.com); Blank Street Coffee (A, 781 m, https://directindex.org/r/blankstreet.com); Konditori (D, 861 m, https://directindex.org/r/konditori.com); Saturn Road (B, 959 m, https://directindex.org/r/saturnroadnyc.com); About Coffee (F, 966 m, https://directindex.org/r/aboutcoffee.nyc).

## What assistants answer
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.

Against its peers: Sites built with Shopify 58% (37% A or B, 1345 sites); This site 23.1%.

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

## Businesses like Loved Ones Coffee in New York cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in New York cafes and bars | 1477 | 48% | 30% | 23.1% |
| Sites built with Shopify in New York cafes and bars | 31 | 31% | 0% | 23.1% |

The best of the sites built with Shopify in New York cafes and bars: Petite Maman (C 63.1%, https://directindex.org/r/mamannyc.com); 12 Matcha (D 53.8%, https://directindex.org/r/12matcha.com); Canyon Coffee (D 53.8%, https://directindex.org/r/canyoncoffee.co); H&H Midtown Bagels East (D 53.8%, https://directindex.org/r/hhbagels.com); WatchHouse (D 53.8%, https://directindex.org/r/watchhouse.com).

With the three fixes above (The site turns every visitor without a browser away, AI agents included; No booking or ordering link on the website; Structured data is incomplete) the score would be about 95.4%: 7th of 1,477 in New York cafes and bars, up from 1133rd.

## The direct record
What agents get for Loved Ones Coffee, as JSON: https://directindex.org/api/direct/lovedonescoffee.com
- Book: none on record
- Order: none on record
- Menu: https://lovedonescoffee.com/pages/drink-menu (html_page; from the scan)
- Hours: Mo 07:00-14:00, Tu 07:00-12:00, Th-Sa 07:00-14:00, Su 08:00-14:00 (from OpenStreetMap)
- Phone: none on record
- Stable links that count: https://directindex.org/go/lovedonescoffee.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

Only a real browser got this page (a plain fetch got cloudflare_challenge); Readable and Actionable were measured on the rendered page.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 15 | 25 |
| Actionable | 0 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: yes

Keep watching this business (https://directindex.org/r/lovedonescoffee.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/lovedonescoffee.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=lovedonescoffee.com&force=1