# Little Honey: Agent-Direct Score A (86.2%)

Site: https://www.littlehoneybk.com
Report: https://directindex.org/r/littlehoneybk.com
Scanned: 2026-10-14 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Little Honey is ready for agents.

## Direct links
- Menu: https://www.littlehoneybk.com/menu
- Phone: +1-917-909-1609

## What to fix first
- **Booking only through opentable.** (+9 points) Every agent transaction goes through the marketplace and its commission. Add a direct path on your own site, even a simple form. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Ordering through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **No llms.txt.** (no points, still worth doing) Optional today, cheap to add: a short text file describing the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## Fix kit: What to paste

llms.txt. Save as /llms.txt at the root of the site.

```
# Little Honey

> cafe or coffee shop (breakfast, italian, pizza) in New York cafes and bars. Phone +1-917-909-1609.

## Book or order directly

- Menu: https://www.littlehoneybk.com/menu

## Opening hours

Mo-We 08:00-17:00, Th-Su 08:00-20:30

## About

- Website: https://www.littlehoneybk.com
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the key AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Structured data present (Restaurant).** address, phone, opening hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
123 of 1612 in New York cafes and bars. Top 8% 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% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 99% | yes |
| Structured data with address, phone and hours | 24% | yes |
| Have an llms.txt | 11% | no |

Nearest places with a similar menu: Saint Eves (C, 512 m, https://directindex.org/r/saintevesbar.com); Roots Cafe (F, 518 m, https://directindex.org/r/rootsbrooklyn.com); Sunrise Espresso & Bar (A, 578 m, https://directindex.org/r/sunriseespressobar.com); Brooklyn Bread (A, 604 m, https://directindex.org/r/brooklynbread.com); Colson Patisserie (A, 692 m, https://directindex.org/r/colsonpastries.com); Sip & Play (C, 719 m, https://directindex.org/r/sipnplaynyc.com); La Bagel Delight (A, 877 m, https://directindex.org/r/labageldelight.com); Luna La Mer (B, 937 m, https://directindex.org/r/lunalamerbk.com); Baked in Brooklyn (C, 949 m, https://directindex.org/r/bakedinbrooklynny.com); Winner in the Park (B, 1278 m, https://directindex.org/r/winner.nyc).

## 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.

Against its peers: Sites built with Squarespace 65% (48% A or B, 7098 sites); Sites using OpenTable 67% (43% A or B, 1462 sites); This site 86.2%.

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

## Businesses like Little Honey in New York cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York cafes and bars | 1612 | 46% | 30% | 86.2% |
| Built with Squarespace in New York cafes and bars | 403 | 67% | 46% | 86.2% |
| Using OpenTable in New York cafes and bars | 22 | 72% | 55% | 86.2% |
| Built with Squarespace and using OpenTable in New York cafes and bars | 3 | 76% | 67% | 86.2% |

The best of Using OpenTable in New York cafes and bars: Union Square Cafe (A 90.8%, https://directindex.org/r/unionsquarecafe.com); Tavern29 (A 87.7%, https://directindex.org/r/tavern29.com); White Oak Tavern (A 87.7%, https://directindex.org/r/whiteoakny.com); The Elgin (B 83.1%, https://directindex.org/r/elginnyc.com); The Skylark (B 83.1%, https://directindex.org/r/theskylarknyc.com).

With the two fixes above (Booking only through opentable; Ordering through an unrecognised third party) the score would be about 100%: first of 1,612 in New York cafes and bars.

## The direct record
What agents get for Little Honey, as JSON: https://directindex.org/api/direct/littlehoneybk.com
- Book: none on record
- Order: none on record
- Menu: https://www.littlehoneybk.com/menu (html_page; from the scan)
- Hours: Mo-We 08:00-17:00, Th-Su 08:00-20:30 (from OpenStreetMap)
- Phone: +1-917-909-1609
- Stable links that count: https://directindex.org/go/littlehoneybk.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): not measured
- ACP discovery document (/.well-known/acp.json, OpenAI and Stripe's Agentic Commerce Protocol): not measured
- 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): not measured

Not measured at this scan; the next scan measures it.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 25 | 25 |
| Actionable | 6 | 15 (the action test: pending) |
| Cited | 0 | 0 (the assistant citation check: pending) |

## Agent readiness (Cloudflare)
Level 1 of 5, Basic Web Presence. Cloudflare's report: https://isitagentready.com/littlehoneybk.com
- Link headers on the homepage: no (how: https://isitagentready.com/.well-known/agent-skills/link-headers/SKILL.md)
- sitemap.xml: yes
- AI bot rules in robots.txt: yes
- Content Signals in robots.txt: no (how: https://isitagentready.com/.well-known/agent-skills/content-signals/SKILL.md)
- Markdown on Accept: text/markdown: no (how: https://isitagentready.com/.well-known/agent-skills/markdown-negotiation/SKILL.md)
- llms.txt: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- API catalog (RFC 9727): no (how: https://isitagentready.com/.well-known/agent-skills/api-catalog/SKILL.md)
- MCP server card: no (how: https://isitagentready.com/.well-known/agent-skills/mcp-server-card/SKILL.md)
- A2A agent card: no (how: https://isitagentready.com/.well-known/agent-skills/a2a-agent-card/SKILL.md)
- Agent Skills index: no (how: https://isitagentready.com/.well-known/agent-skills/agent-skills/SKILL.md)
- OAuth or OIDC discovery: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-discovery/SKILL.md)
- OAuth protected resource metadata: no (how: https://isitagentready.com/.well-known/agent-skills/oauth-protected-resource/SKILL.md)
- auth.md: no (how: https://isitagentready.com/.well-known/agent-skills/auth-md/SKILL.md)
- Web Bot Auth key directory: no (how: https://isitagentready.com/.well-known/agent-skills/web-bot-auth/SKILL.md)
- ARD capability manifest: no (how: https://isitagentready.com/.well-known/agent-skills/ard/SKILL.md)
- DNS-AID records: no (how: https://isitagentready.com/.well-known/agent-skills/dns-aid/SKILL.md)
- WebMCP tools on the page: no (how: https://isitagentready.com/.well-known/agent-skills/webmcp/SKILL.md)
- JSON-LD for the business: yes

Deep report: https://directindex.org/r/littlehoneybk.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=littlehoneybk.com&force=1