# Bohemia: Agent-Direct Score F (38.5%)

Site: http://bohemiabrooklyn.com
Report: https://directindex.org/r/bohemiabrooklyn.com
Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Bohemia is largely invisible to agents.
AI assistants can't open Bohemia's website, so they go by what other sites say about it.

## Direct links
- Menu: https://www.bohemiabrooklyn.com/6369cdd28c384ce1e53eafe2/636d06637a176e02702bbabf_BOHEMIA_Menu_V4-WEB%20DINNER%20-%20DRINKS.pdf
- Phone: 7182187500
- Address: 160 N 12th St, 11249-1127, Brooklyn
- Prices: 29 prices on the site, the middle one $16.00

## Nearby, also direct
Places near Bohemia that take a booking or an order on their own website, with no marketplace in between.
- MEILI 沉香 (0 m): https://directindex.org/r/meiliwilliamsburg.com
- Macchina Pizza (100 m): https://directindex.org/r/macchina.nyc
- Mable's Smokehouse (120 m): https://directindex.org/r/mablessmokehouse.com
- Leuca (160 m): https://directindex.org/r/leuca.com
- Leon's Bagels (170 m): https://directindex.org/r/leonsbagels.com

## What to fix first
- **The site turns away every visitor that isn't a browser, AI agents included.** (+25 points) A plain fetch was refused (cloudflare_challenge). Only a real browser got the page. Every AI crawler and agent gets turned away the same way, so Reachable scores 0 and the rest is measured on the page as the browser rendered it. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **Booking only through resy.** (+12 points) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as an HTML page and keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai

## What the site tells visitors (Measured, not scored)
- **29 prices on the landing page, the middle one $16.00.** In New York, the middle price of comparable sites that show prices is $14.00.

## Already right
- **robots.txt lets AI crawlers in.** There's no robots.txt, which means everything is allowed.
- **Structured data found (Restaurant).** address, phone, opening hours
- **Resy works with agents through its partners.** Resy's terms (9 June 2025) bar automated software that crawls, harvests or scrapes the service and require written consent for other automated use; Resy opened bookings inside ChatGPT on 10 August 2026. Terms read on 2026-10-15: https://resy.com/terms. An assistant that isn't a partner may not be able to finish there. A direct path on your own domain works for all of them.

## Where it stands
7190 of 11180 in New York. Top 64% 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 | 100% | no |
| Publish the menu or price list as HTML | 95% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 96% | no |
| Structured data with address, phone and hours | 59% | yes |
| Have an llms.txt | 25% | no |

Nearest places in the index: MEILI 沉香 (B, 1 m, https://directindex.org/r/meiliwilliamsburg.com); Biryani Kitchen (F, 8 m, https://directindex.org/r/biryanikitchenny.com); The Elm (F, 14 m, https://directindex.org/r/theelmnyc.com); Macchina Pizza (A, 100 m, https://directindex.org/r/macchina.nyc); Mable's Smokehouse (C, 122 m, https://directindex.org/r/mablessmokehouse.com); Leuca (A, 163 m, https://directindex.org/r/leuca.com); Leon's Bagels (B, 172 m, https://directindex.org/r/leonsbagels.com); Cypress Services Llc (D, 189 m, https://directindex.org/r/seamlessguttersprincetontx.com); Asia dog (C, 198 m, https://directindex.org/r/asiadognyc.com); Tiny Store 233 (B, 210 m, https://directindex.org/r/bkbackyard.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 13 everyday questions about New York and named 69 places. Bohemia wasn't one of them. See who was named: https://directindex.org/city/new-york/recommended


Compared with its peers: Sites built with Webflow 56% (22% A or B, 9629 sites); Sites using Resy 67% (44% A or B, 2836 sites); This site 38.5%.

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

## Businesses like Bohemia in New York

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in New York | 11180 | 52% | 34% | 38.5% |
| Sites built with Webflow in New York | 138 | 64% | 33% | 38.5% |
| Sites using Resy in New York | 971 | 68% | 45% | 38.5% |
| Sites built with Webflow and using Resy in New York | 33 | 64% | 18% | 38.5% |

The best of the sites built with Webflow and using Resy in New York: Adrianna's Pizzeria (A 100%, https://directindex.org/r/adriennespizzabar.com); Utsav NYC (A 95.4%, https://directindex.org/r/utsavny.com); Da Adriano (A 90%, https://directindex.org/r/daadriano.com); Harry's (A 87.7%, https://directindex.org/r/harrysbarrestaurant.com); Yenmenat (A 86.2%, https://directindex.org/r/yemenat.rest).

With the three fixes above (The site turns away every visitor that isn't a browser, AI agents included; Booking only through resy; Menu or price list is a PDF), the score would be about 100%, which would be first of 11,180 in New York.

## The direct record
What agents get for Bohemia, as JSON: https://directindex.org/api/direct/bohemiabrooklyn.com
- Book: none on record
- Order: none on record
- Menu: https://www.bohemiabrooklyn.com/6369cdd28c384ce1e53eafe2/636d06637a176e02702bbabf_BOHEMIA_Menu_V4-WEB%20DINNER%20-%20DRINKS.pdf (pdf; from the scan)
- Hours: none on record
- Phone: 7182187500
- Stable links that count: https://directindex.org/go/bohemiabrooklyn.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
- Vendor terms for agents, Resy: Through partners. Resy's terms (9 June 2025) bar automated software that crawls, harvests or scrapes the service and require written consent for other automated use; Resy opened bookings inside ChatGPT on 10 August 2026. Read 2026-10-15: https://resy.com/terms

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 | 22 | 25 |
| Actionable | 3 | 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/bohemiabrooklyn.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/bohemiabrooklyn.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=bohemiabrooklyn.com&force=1