# Black and Mobile: Agent-Direct Score B (73.8%)

Site: https://www.blackandnobel.com/
Report: https://directindex.org/r/blackandnobel.com
Scanned: 2026-10-24 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
Black and Mobile is mostly ready for agents.
An AI assistant can open Black and Mobile's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly, through Calendly.

## Direct links
- Book directly: https://assets.calendly.com/assets/external/widget.js (through calendly acting for the business)
- Order directly: https://www.blackandnobel.com/apps/trackorder (on the business's own site)
- Phone: +12679018191
- Address: 410 South St, 19147-1567, Philadelphia
- Prices: 182 prices on the site, the middle one $12.99

## Nearby, also direct
Places near Black and Mobile that take a booking or an order on their own website, with no marketplace in between.
- MilkBoy South Street (50 m): https://directindex.org/r/milkboy.tv
- Ox Coffee (180 m): https://directindex.org/r/oxcoffee.com

## What to fix first
- **Structured data is incomplete.** (+7 points) Missing: address, telephone, opening hours. Guide: https://directindex.org/guides/structured-data-restaurant
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai

## What the site tells visitors (Measured, not scored)
- **182 prices on the landing page, the middle one $12.99.** In Philadelphia, the middle price of comparable sites that show prices is $12.50.

## Fix kit: What to paste

Structured data (JSON-LD). Paste it as one block in the page's head, or in the builder's custom code box. Change anything that's wrong.

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Black and Mobile",
  "url": "https://www.blackandnobel.com/",
  "telephone": "+12679018191",
  "address": "410 South St, 19147-1567, Philadelphia",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 39.94149,
    "longitude": -75.14981
  },
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://assets.calendly.com/assets/external/widget.js",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    },
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.blackandnobel.com/apps/trackorder",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** No rule blocks the main AI user agents.
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all got a normal response.
- **Structured data found (Organization).** no address, phone or hours in it
- **Booking through calendly on your own domain.** There's no marketplace commission, and the customer stays yours.
- **Ordering on your own site.** Agents can order without going through a marketplace.

## Where it stands
122 of 694 in Philadelphia cafes and bars. Top 18% 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 | 99% | yes |
| Publish the menu or price list as HTML | 90% | no |
| Let AI crawlers in (no block at the server or in robots.txt) | 99% | yes |
| Structured data with address, phone and hours | 47% | no |
| Have an llms.txt | 30% | yes |

Nearest places in the index: Woolly Mammoth (F, 42 m, https://directindex.org/r/woollymammothphilly.com); Marsha's South Street (C, 51 m, https://directindex.org/r/marshassouthstreet.com); MilkBoy South Street (F, 54 m, https://directindex.org/r/milkboy.tv); Copabanana (C, 61 m, https://directindex.org/r/copabanana.com); New Orleans Original Daiquiris (D, 64 m, https://directindex.org/r/fattuesday.com); Milk and Honey (F, 92 m, https://directindex.org/r/milkandhoneymarket.com); Nikki Lopez (C, 166 m, https://directindex.org/r/scenicnyc.com); ViVi Bubble Tea (D, 175 m, https://directindex.org/r/vivibubbletea.com); Ox Coffee (C, 178 m, https://directindex.org/r/oxcoffee.com); Reef Restaurant and Lounge (F, 188 m, https://directindex.org/r/reefcaribbeanlounge.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.


Compared with its peers: Sites built with Shopify 47% (23% A or B, 13001 sites); Sites using Calendly 62% (32% A or B, 1150 sites); This site 73.8%.

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

## Businesses like Black and Mobile in Philadelphia cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Philadelphia cafes and bars | 694 | 49% | 23% | 73.8% |
| Sites built with Shopify in Philadelphia cafes and bars | 33 | 48% | 21% | 73.8% |
| Sites using Calendly in Philadelphia cafes and bars | 1 | 74% | 100% | 73.8% |
| Sites built with Shopify and using Calendly in Philadelphia cafes and bars | 1 | 74% | 100% | 73.8% |

The best of the sites built with Shopify in Philadelphia cafes and bars: Peet's Coffee & Tea (A 87.5%, https://directindex.org/r/peets.com); Coffee Beanery (A 86.2%, https://directindex.org/r/coffeebeanery.com); Gryphon Cafe (A 86.2%, https://directindex.org/r/gryphoncoffee.com); Metropolitan Cafe (B 84.6%, https://directindex.org/r/metropolitanbakery.com); Pure Sweets & Co. (B 84.6%, https://directindex.org/r/psandco.com).

With the two fixes above (Structured data is incomplete; No menu or price list found), the score would be about 95.4%. That would be 11th of 694 in Philadelphia cafes and bars, up from 122nd.

## The direct record
What agents get for Black and Mobile, as JSON: https://directindex.org/api/direct/blackandnobel.com
- Book: https://assets.calendly.com/assets/external/widget.js (vendor on own site: Calendly; found by the scan of 2026-10-24, not yet tested)
- Order: https://www.blackandnobel.com/apps/trackorder (own site; found by the scan of 2026-10-24, not yet tested)
- Menu: none on record
- Hours: none on record
- Phone: +12679018191
- Stable links that count: https://directindex.org/go/blackandnobel.com/book, https://directindex.org/go/blackandnobel.com/order

## 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): yes
- 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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 25 | 25 |
| Readable | 8 | 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/blackandnobel.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

Keep watching this business (https://directindex.org/r/blackandnobel.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/blackandnobel.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=blackandnobel.com&force=1