# Prato Bakery: Agent-Direct Score F (0%)

Site: https://www.pratobakery.com/
Report: https://directindex.org/r/pratobakery.com
Scanned: 2026-10-14 (Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Prato Bakery's website could not be reached by the scanner on 2026-10-14 (cloudflare challenge). Rescans are free.
AI assistants cannot open the website of Prato Bakery, so they rely on what other sites say about it.

## What to fix first
- **The site could not be read at all.** A bot challenge stands in front of the site (cloudflare_challenge); a plain fetch never reaches the page.

## Already right
- Nothing.

## Where it stands
1377 of 1477 in New York cafes and bars. Top 93% 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% | no |
| 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 in the index: Dullboy Bar (A, 209 m, https://directindex.org/r/dullboybar.com); Grace O'Malley's (B, 292 m, https://directindex.org/r/graceomalleys-jc.com); Lackawanna Coffee (C, 399 m, https://directindex.org/r/lackawannacoffee.com); Canard Café Bar (A, 475 m, https://directindex.org/r/canardcafebar.com); Pet Shop (A, 484 m, https://directindex.org/r/petshopjc.com); Choc O Pain French Bakery and Café (F, 516 m, https://directindex.org/r/chocopainbakery.com); Gemini JC - Latin American (D, 567 m, https://directindex.org/r/gemini-jc.com); Uni Uni Boba Tea (B, 649 m, https://directindex.org/r/uniuni.us); Lucky 7 Tavern (C, 651 m, https://directindex.org/r/lucky7tavern.com); PrkUp Coffee (B, 756 m, https://directindex.org/r/prkupcoffee.com).

## 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.

## Businesses like Prato Bakery 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% | 0% |

The best of the businesses of the same kind in New York cafes and bars: Analogue (A 100%, https://directindex.org/r/analoguenyc.com); Sandwell (A 100%, https://directindex.org/r/getsandwell.com); The Winslow (A 100%, https://directindex.org/r/thewinslownyc.com); Nurse Bettie (A 96.3%, https://directindex.org/r/nursebettie.com); The Broken Shaker (A 96.3%, https://directindex.org/r/brokenshaker.com).

## The direct record
What agents get for Prato Bakery, as JSON: https://directindex.org/api/direct/pratobakery.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- 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/pratobakery.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/pratobakery.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=pratobakery.com&force=1