# Cafe 472: Agent-Direct Score F (0%)

Site: https://www.bostoncafe472.com/
Report: https://directindex.org/r/bostoncafe472.com
Scanned: 2026-10-14 (Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Cafe 472's website could not be reached by the scanner on 2026-10-14 (http 403). Rescans are free.

## Direct links
- Phone: +1-617-236-4949

## What to fix first
- **The site could not be read at all.** The server refuses the request outright, which usually means a firewall rule aimed at bots.

## Already right
- Nothing.

## Where it stands
686 of 834 in Boston. Top 82% 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 | 100% | no |
| Publish the menu or price list as HTML | 98% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 95% | no |
| Structured data with address, phone and hours | 42% | no |
| Have an llms.txt | 18% | no |

Nearest places in the index: Bab Al-Yemen (A, 17 m, https://directindex.org/r/babalyemenboston.com); India Quality (A, 46 m, https://directindex.org/r/indiaquality.com); bb.q Chicken (B, 159 m, https://directindex.org/r/bbqchicken.com); Nagomi Izakaya (C, 166 m, https://directindex.org/r/nagomiizakaya.com); House of Blues (B, 204 m, https://directindex.org/r/houseofblues.com); The Sausage Guy (D, 337 m, https://directindex.org/r/thesausageguy.com); Harvard Club of Boston (B, 376 m, https://directindex.org/r/harvardclub.com); Deuxave (A, 393 m, https://directindex.org/r/deuxave.com); Café Sauvage (B, 403 m, https://directindex.org/r/cafesauvage.com); UNI (A, 413 m, https://directindex.org/r/uni-boston.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 Cafe 472 in Boston

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Boston | 834 | 53% | 41% | 0% |

The best of Same kind in Boston: Aquapazza (A 100%, https://directindex.org/r/aquapazza-boston.com); Bonchon Cambridge (A 100%, https://directindex.org/r/bonchon.com); Fogo de Chão (A 100%, https://directindex.org/r/fogodechao.com); Otto Pizza (A 100%, https://directindex.org/r/ottoportland.com); Taco Bell Cantina (A 100%, https://directindex.org/r/tacobell.com).

## The direct record
What agents get for Cafe 472, as JSON: https://directindex.org/api/direct/bostoncafe472.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: Mo-Su 11:00-23:59 (closed now) (from OpenStreetMap)
- Phone: +1-617-236-4949

## 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

Deep report: https://directindex.org/r/bostoncafe472.com/deep. 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.
Methodology: https://directindex.org/methodology · Rescan now: https://directindex.org/scan?url=bostoncafe472.com&force=1