# Uncle Bobbie's Coffee & Books: Agent-Direct Score F (29.2%)

Site: https://www.unclebobbies.com/
Report: https://directindex.org/r/unclebobbies.com
Scanned: 2026-10-16 (Provisional: the action test and the assistant citation check still to come; the hatched part of the bar is not measured yet.)
Uncle Bobbie's Coffee & Books is largely invisible to agents.
AI assistants cannot open the website of Uncle Bobbie's Coffee & Books, so they rely on what other sites say about it.

## Direct links
- Menu: https://www.unclebobbies.com/
- Phone: (215) 403-7058

## What to fix first
- **The site turns every visitor without a browser away, AI agents included.** (+25 points) A plain fetch was refused (cloudflare_challenge); only a real browser got the page. Every AI crawler and agent is turned away the same way, so Reachable scores 0 and the rest is measured on the rendered page. Ask the host to let the AI user agents through. Guide: https://directindex.org/guides/blocking-ai-crawlers-without-knowing
- **No booking or ordering link on the website.** (+15 points) Agents find no link to follow on the site. If you take bookings or orders through a platform, link to it from the site so an agent can find it. Add a booking or ordering page on your own domain. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **Structured data is incomplete.** (+3 points) Missing: 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": "CafeOrCoffeeShop",
  "name": "Uncle Bobbie's Coffee & Books",
  "url": "https://www.unclebobbies.com/",
  "telephone": "(215) 403-7058",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "Germantown Avenue 5445",
    "postalCode": "19144",
    "addressLocality": "Philadelphia"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 40.0340242,
    "longitude": -75.1718513
  },
  "openingHours": "Mo-Th 09:00-21:00; Fr 07:00-23:00; Sa 08:00-23:00; Su 08:00-19:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday",
        "Thursday"
      ],
      "opens": "09:00",
      "closes": "21:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday"
      ],
      "opens": "07:00",
      "closes": "23:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Saturday"
      ],
      "opens": "08:00",
      "closes": "23:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "08:00",
      "closes": "19:00"
    }
  ],
  "servesCuisine": [
    "coffee shop"
  ],
  "hasMenu": "https://www.unclebobbies.com/"
}
</script>
```

## Already right
- **robots.txt lets AI crawlers in.** There is no robots.txt, which allows everything.
- **Structured data present (LocalBusiness).** address, phone
- **Menu or price list is an HTML page.** Agents can read items and prices directly.

## Where it stands
184 of 224 in Philadelphia cafes and bars. Top 82% 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% | no |
| Publish the menu or price list as HTML | 96% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | no |
| Structured data with address, phone and hours | 43% | no |
| Have an llms.txt | 4% | no |

Nearest places in the index: d'griot cafe + gallery (F, 296 m, https://directindex.org/r/dgriot.co); All The Way Live (C, 956 m, https://directindex.org/r/allthewaylivecafe.com); Adelie Coffee (C, 2164 m, https://directindex.org/r/adelie.coffee); Mt Airy Taproom (D, 2919 m, https://directindex.org/r/mountairytaproom.com); McMenamin's Tavern (C, 3284 m, https://directindex.org/r/mcmenamins.com); Thunder Mug Cafe (D, 3369 m, https://directindex.org/r/thundermugcafe.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 Wix 51% (26% A or B, 5296 sites); This site 29.2%.

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

## Businesses like Uncle Bobbie's Coffee & Books in Philadelphia cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Philadelphia cafes and bars | 224 | 50% | 24% | 29.2% |
| Sites built with Wix in Philadelphia cafes and bars | 25 | 35% | 4% | 29.2% |

The best of the sites built with Wix in Philadelphia cafes and bars: Mango Mango Dessert (B 82.5%, https://directindex.org/r/mangomangodessert.com); Green Line Cafe (C 64.6%, https://directindex.org/r/greenlinecafe.com); Gaul & Co. Malt House (C 58.5%, https://directindex.org/r/gaulandco.com); Great American Pub (D 53.8%, https://directindex.org/r/greatamericanpub.net); Capriccio Cafe and Bar at Cret Park (D 49.2%, https://directindex.org/r/capricciocafe.com).

With the three fixes above (The site turns every visitor without a browser away, AI agents included; No booking or ordering link on the website; Structured data is incomplete) the score would be about 95.4%: 4th of 224 in Philadelphia cafes and bars, up from 184th.

## The direct record
What agents get for Uncle Bobbie's Coffee & Books, as JSON: https://directindex.org/api/direct/unclebobbies.com
- Book: none on record
- Order: none on record
- Menu: https://www.unclebobbies.com/ (html_page; from the scan)
- Hours: Mo-Th 09:00-21:00; Fr 07:00-23:00; Sa 08:00-23:00; Su 08:00-19:00 (closed now) (from OpenStreetMap)
- Phone: (215) 403-7058
- Stable links that count: https://directindex.org/go/unclebobbies.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

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 | 19 | 25 |
| Actionable | 0 | 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/unclebobbies.com/plan): the assistants asked again every month, with what changed; 2 EUR a month or 19 EUR a year.
Deep report: https://directindex.org/r/unclebobbies.com/deep. Ten questions the way people ask, each assistant's full answer, the eight nearest similar places, the fix plan and a PDF: 5 EUR, one-off. 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=unclebobbies.com&force=1