# Bullfrog Bagels: Agent-Direct Score F (0%)

Site: https://www.bullfrogbagels.com/
Report: https://directindex.org/r/bullfrogbagels.com
Scanned: 2026-10-15 (Provisional: the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Bullfrog Bagels's website could not be reached by the scanner on 2026-10-15 (cloudflare challenge). Rescans are free.
AI assistants cannot open the website of Bullfrog Bagels, so they rely on what other sites say about it.

## Direct links
- Phone: +1 202-494-5615

## 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. A real browser was tried as well 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
825 of 931 in Washington. Top 89% 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 | 100% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | no |
| Structured data with address, phone and hours | 66% | no |
| Have an llms.txt | 20% | yes |

Nearest places in the index: District Taco (B, 52 m, https://directindex.org/r/districttaco.com); Lobby Bar (B, 112 m, https://directindex.org/r/lobbybardc.com); Sanphan Thai (A, 117 m, https://directindex.org/r/sanphanrestaurant.com); Barrel (B, 141 m, https://directindex.org/r/barreldc.com); Prego (D, 152 m, https://directindex.org/r/pregodeli.com); Mr. Henry's (C, 170 m, https://directindex.org/r/mrhenrysdc.com); Little Pearl (B, 369 m, https://directindex.org/r/littlepearldc.com); Matchbox (B, 400 m, https://directindex.org/r/matchboxrestaurants.com); Belga Cafe (B, 407 m, https://directindex.org/r/belgacafe.com); Kaiju Ramen Bar (D, 415 m, https://directindex.org/r/kaijuramen.us).

## 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 Bullfrog Bagels in Washington

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Washington | 931 | 60% | 49% | 0% |

The best of the businesses of the same kind in Washington: 2Fifty Texas BBQ (A 100%, https://directindex.org/r/2fiftybbq.com); Agora (A 100%, https://directindex.org/r/agorarestaurants.net); BiBiMix (A 100%, https://directindex.org/r/bibimixbowl.com); Carving Room NoMa (A 100%, https://directindex.org/r/carvingroom.com); Chopt (A 100%, https://directindex.org/r/choptsalad.com).

## The direct record
What agents get for Bullfrog Bagels, as JSON: https://directindex.org/api/direct/bullfrogbagels.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: Mo-Sa 07:00-14:00; Su 08:00-14:00 (closed now) (from OpenStreetMap)
- Phone: +1 202-494-5615

## 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/bullfrogbagels.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/bullfrogbagels.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=bullfrogbagels.com&force=1