# Moon Coffee Lab: Agent-Direct Score F (0%)

Site: https://mooncoffeenyc.com/
Report: https://directindex.org/r/mooncoffeenyc.com
Scanned: 2026-10-15 (Provisional, with the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
The scanner couldn't reach Moon Coffee Lab's website on 2026-10-15 (cloudflare challenge). Rescans are free.
AI assistants can't open Moon Coffee Lab's website, so they go by what other sites say about it.

## Direct links
- Address: East 1st Street 45 10003
- Hours, from OpenStreetMap: Mon–Fri 08:00–14:00; Sat–Sun 09:00–15:00

## Nearby, also direct
Places near Moon Coffee Lab that take a booking or an order on their own website, with no marketplace in between.
- Yonah Shimmel Knish Bakery (70 m): https://directindex.org/r/knishery.com
- San Antonios (110 m): https://directindex.org/r/sanantoniosnyc.com
- Little Veselka (110 m): https://directindex.org/r/veselka.com
- Sweet Linda (120 m): https://directindex.org/r/sweetlindanyc.com

## What to fix first
- **The site couldn't be read at all.** There's a bot challenge in front of the site (cloudflare_challenge), so a plain fetch never gets to the page. A real browser tried too and got browser: Unable to create new browser: code: 429: message: Rate limit exceeded.

## Already right
- Nothing.

## Since the scan of 2026-10-14 (F then)
- Fixed: nothing
- New: nothing

## Where it stands
3873 of 4114 in New York cafes and bars. Top 94% of the sites scanned in this index.

| What the top 10% of the index does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 97% | no |
| Publish the menu or price list as HTML | 95% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | no |
| Structured data with address, phone and hours | 36% | no |
| Have an llms.txt | 23% | no |

Nearest places in the index: Cozy Hookah Cafe (F, 4 m, https://directindex.org/r/cozycafenyc.com); Kavasutra Kava Bar - 1st Street (C, 7 m, https://directindex.org/r/kavasutra.com); Yonah Shimmel Knish Bakery (B, 68 m, https://directindex.org/r/knishery.com); White Rabbit (F, 70 m, https://directindex.org/r/whiterabbitnyc.com); Cafe La Fe (C, 100 m, https://directindex.org/r/cafelafenyc.com); San Antonios (A, 105 m, https://directindex.org/r/sanantoniosnyc.com); The Lazy Llama Coffee Bar (C, 111 m, https://directindex.org/r/yellowpages.com); Little Veselka (B, 112 m, https://directindex.org/r/veselka.com); Sweet Linda (B, 121 m, https://directindex.org/r/sweetlindanyc.com); Superbueno (C, 121 m, https://directindex.org/r/superbuenonyc.com).

## 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 12 everyday questions about New York cafes and bars and named 95 places. Moon Coffee Lab wasn't one of them. See who was named: https://directindex.org/city/new-york-cafes-bars/recommended


## Businesses like Moon Coffee Lab 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 | 4114 | 48% | 27% | 0% |

The best of the businesses of the same kind in New York cafes and bars: Americano Cafe (A 100%, https://directindex.org/r/americanocafesi.com); Bora Bora Smoothie Cafe (A 100%, https://directindex.org/r/boraborausa.com); BreakJuicery (A 100%, https://directindex.org/r/breakjuicery.com); Cafe Luna (A 100%, https://directindex.org/r/cafelunanj.com); Cafe Mia (A 100%, https://directindex.org/r/cafemiabk.com).

## The direct record
What agents get for Moon Coffee Lab, as JSON: https://directindex.org/api/direct/mooncoffeenyc.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: Mo-Fr 08:00-14:00; Sa-Su 09:00-15:00 (closed now) (from OpenStreetMap)
- Phone: none on record

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 0 | 25 |
| Readable | 0 | 25 |
| Actionable | 0 | 30 |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Not measured for this scan.
- JSON-LD for the business: no

Keep watching this business (https://directindex.org/r/mooncoffeenyc.com/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/mooncoffeenyc.com/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=mooncoffeenyc.com&force=1