# Sahola Cofee Shop: Agent-Direct Score C (69.2%)

Site: https://saholaflowers.com/flower-cafe/
Report: https://directindex.org/r/saholaflowers.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.)
Sahola Cofee Shop is partly visible to agents.

## Direct links
- Order directly: https://saholaflowers.com/shop/gifts/coffee-cup/ (on the business's own site)
- Menu: https://saholaflowers.com/img/cafe/aht-menu.pdf
- Phone: +18554395250

## What to fix first
- **No structured data for the business.** (+14 points) Add schema.org JSON-LD for the business (CafeOrCoffeeShop, BarOrPub or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine). It is the one block every assistant reads first; the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Menu or price list is a PDF.** (+3 points) Most agents skip PDFs or read them badly. Publish it as HTML, keep the PDF as a download. Guide: https://directindex.org/guides/menu-pdf-ai
- **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

Structured data (JSON-LD). One block in the page's head, or in the builder's custom-code slot. Replace anything that is wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "CafeOrCoffeeShop",
  "name": "Sahola Cofee Shop",
  "url": "https://saholaflowers.com/flower-cafe/",
  "telephone": "+18554395250",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.7448189,
    "longitude": -73.9821539
  },
  "openingHours": "Mo-Th 08:00-17:00, Fr 08:00-18:00, Sa-Su 09:00-18:00",
  "servesCuisine": [
    "coffee shop",
    "sandwich"
  ],
  "hasMenu": "https://saholaflowers.com/img/cafe/aht-menu.pdf",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://saholaflowers.com/shop/gifts/coffee-cup/",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

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

```
# Sahola Cofee Shop

> cafe or coffee shop (coffee shop, sandwich) in New York cafes and bars. Phone +18554395250.

## Book or order directly

- Order: https://saholaflowers.com/shop/gifts/coffee-cup/ (on the business's own site)
- Menu: https://saholaflowers.com/img/cafe/aht-menu.pdf

## Opening hours

Mo-Th 08:00-17:00, Fr 08:00-18:00, Sa-Su 09:00-18:00

## About

- Website: https://saholaflowers.com/flower-cafe/
- 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.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
498 of 1612 in New York cafes and bars. Top 31% 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% | yes |
| Publish the menu or price list as HTML | 96% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 99% | yes |
| Structured data with address, phone and hours | 24% | no |
| Have an llms.txt | 11% | no |

Nearest places with a similar menu: Murray Cafe (B, 113 m, https://directindex.org/r/murraycafe.com); Slate Cafe (A, 212 m, https://directindex.org/r/slatecafe.com); Utopia Bagels (A, 247 m, https://directindex.org/r/utopiabagelsny.com); Corgi Cafe (C, 292 m, https://directindex.org/r/corgicafe.com); Tous les Jours (F, 671 m, https://directindex.org/r/tlj.co.kr); Proof Coffee Roasters (C, 684 m, https://directindex.org/r/proof.coffee); Capital One Café (F, 719 m, https://directindex.org/r/capitalone.com); Zucker's Bagels & Smoked Fish (B, 785 m, https://directindex.org/r/zuckersbagels.com); Luckin Coffee (D, 843 m, https://directindex.org/r/luckincoffee.us); Qahwah Valley (A, 857 m, https://directindex.org/r/qahwahvalley.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.

Against its peers: Sites built with WordPress 58% (29% A or B, 36926 sites); This site 69.2%.

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

## Businesses like Sahola Cofee Shop 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% | 69.2% |
| Built with WordPress in New York cafes and bars | 235 | 60% | 33% | 69.2% |

The best of Built with WordPress in New York cafes and bars: The Winslow (A 100%, https://directindex.org/r/thewinslownyc.com); Vista Lounge (A 95.4%, https://directindex.org/r/pendry.com); Kissa Kissa (A 93.8%, https://directindex.org/r/kissakissa.us); La Bagel Delight (A 90.8%, https://directindex.org/r/labageldelight.com); Brooklyn Bread (A 89.7%, https://directindex.org/r/brooklynbread.com).

With the two fixes above (No structured data for the business; Menu or price list is a PDF) the score would be about 95.4%: 8th of 1,612 in New York cafes and bars, up from 498th.

## The direct record
What agents get for Sahola Cofee Shop, as JSON: https://directindex.org/api/direct/saholaflowers.com
- Book: none on record
- Order: https://saholaflowers.com/shop/gifts/coffee-cup/ (own site; found by the scan of 2026-10-14, not yet tested)
- Menu: https://saholaflowers.com/img/cafe/aht-menu.pdf (pdf; from the scan)
- Hours: Mo-Th 08:00-17:00, Fr 08:00-18:00, Sa-Su 09:00-18:00 (from OpenStreetMap)
- Phone: +18554395250
- Stable links that count: https://directindex.org/go/saholaflowers.com/order, https://directindex.org/go/saholaflowers.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 | 5 | 25 |
| Actionable | 15 | 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/saholaflowers.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: no

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