# Leon's Bagels: Agent-Direct Score B (84.6%)

Site: https://www.leonsbagels.com/
Report: https://directindex.org/r/leonsbagels.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.)
Leon's Bagels is mostly ready for agents.

## Direct links
- Order directly: https://leonsbagels.com/pages/order (on the business's own site)
- Menu: https://leonsbagels.com/pages/menu
- Phone: +1-718-290-9399

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant

## 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": "FastFoodRestaurant",
  "name": "Leon's Bagels",
  "url": "https://www.leonsbagels.com/",
  "telephone": "+1-718-290-9399",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Bedford Ave 128",
    "postalCode": "11249",
    "addressLocality": "Brooklyn"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.7194264,
    "longitude": -73.9561701
  },
  "servesCuisine": [
    "bagel"
  ],
  "hasMenu": "https://leonsbagels.com/pages/menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://leonsbagels.com/pages/order",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## 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 (Organization).** but without address, phone or hours
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering on your own site.** Agents can order without a marketplace in the loop.

## Where it stands
714 of 4270 in New York. Top 17% 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% | yes |
| Publish the menu or price list as HTML | 99% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 94% | yes |
| Structured data with address, phone and hours | 50% | no |
| Have an llms.txt | 13% | yes |

Nearest places with a similar menu: Baker’s Dozen (B, 948 m, https://directindex.org/r/bakersdozengreenpoint.com); Brooklyn Bagel (C, 2224 m, https://directindex.org/r/brooklynbagelny.com); Riveras Bagel Cafe (D, 2365 m, https://directindex.org/r/riverasbagelcafe.com); Bricktown Bagel and Cafe (D, 2494 m, https://directindex.org/r/bricktownbagelscafe.com); Ess-a-Bagel (B, 2601 m, https://directindex.org/r/essabagel.com); Bergen Bagels (D, 2949 m, https://directindex.org/r/bergenbagels.com); Apollo Bagels (C, 3326 m, https://directindex.org/r/apollobagels.com); Bagels & Schmear (D, 3462 m, https://directindex.org/r/bagelsandschmear.com); Zucker's (B, 3509 m, https://directindex.org/r/zuckersbagels.com); Pio Bagel (B, 3967 m, https://directindex.org/r/piobagel.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 Shopify 58% (37% A or B, 1345 sites); This site 84.6%.

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

## Businesses like Leon's Bagels in New York

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in New York | 4270 | 52% | 40% | 84.6% |
| Built with Shopify in New York | 63 | 70% | 57% | 84.6% |

The best of Built with Shopify in New York: Altro Paradiso (B 84.6%, https://directindex.org/r/altroparadiso.com); Antonucci Cafe (B 84.6%, https://directindex.org/r/antonuccicafe81.com); Baked by Melissa (B 84.6%, https://directindex.org/r/bakedbymelissa.com); District Taco (B 84.6%, https://directindex.org/r/districttaco.com); Estela (B 84.6%, https://directindex.org/r/estelanyc.com).

With the fix above (Structured data is incomplete) the score would be about 95.4%: 74th of 4,270 in New York, up from 714th.

## The direct record
What agents get for Leon's Bagels, as JSON: https://directindex.org/api/direct/leonsbagels.com
- Book: none on record
- Order: https://leonsbagels.com/pages/order (own site; found by the scan of 2026-10-14, not yet tested)
- Menu: https://leonsbagels.com/pages/menu (html_page; from the scan)
- Hours: none on record
- Phone: +1-718-290-9399
- Stable links that count: https://directindex.org/go/leonsbagels.com/order, https://directindex.org/go/leonsbagels.com/menu
- Agents and people followed 2 direct links to this business this month (2 by AI agents).

## 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 | 15 | 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/leonsbagels.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: yes
- llms.txt: yes
- 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: yes
- OAuth protected resource metadata: yes
- 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: yes
- JSON-LD for the business: yes

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