# Blind Barber: Agent-Direct Score C (64.3%)

Site: https://blindbarber.com/pages/chicago
Report: https://directindex.org/r/blindbarber.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.)
Blind Barber is partly visible to agents.

## Direct links
- Order directly: https://www.toasttab.com/invoice/lead?rx=2f0c5017-53cd-4914-8be2-cd7540b32365&ot=eb08b612-0651-4555-8b41-55281a26ce57&form=1 (through toast acting for the business)
- Menu: http://app.blindbarber.com/locations/chicago/menu
- Phone: +1-312-405-9929

## 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
- **robots.txt blocks GPTBot.** (+1.2 points) These are the crawlers behind ChatGPT, Claude, Perplexity and Google's AI features. Remove the Disallow lines for them, or add explicit Allow rules. Guide: https://directindex.org/guides/robots-txt-for-ai-agents

## 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": "BarOrPub",
  "name": "Blind Barber",
  "url": "https://blindbarber.com/pages/chicago",
  "telephone": "+1-312-405-9929",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "West Fulton Market 948",
    "postalCode": "60607",
    "addressLocality": "Chicago"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 41.8868857,
    "longitude": -87.6517588
  },
  "hasMenu": "http://app.blindbarber.com/locations/chicago/menu",
  "potentialAction": [
    {
      "@type": "OrderAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://www.toasttab.com/invoice/lead?rx=2f0c5017-53cd-4914-8be2-cd7540b32365&ot=eb08b612-0651-4555-8b41-55281a26ce57&form=1",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      }
    }
  ]
}
</script>
```

robots.txt. Add these lines to /robots.txt and delete any Disallow rule that names these crawlers.

```
# Let AI assistants read the site: they send people to you; a marketplace keeps them.
# Remove any Disallow lines for these names elsewhere in this file.
User-agent: GPTBot
Allow: /

User-agent: ClaudeBot
Allow: /

User-agent: PerplexityBot
Allow: /

User-agent: Google-Extended
Allow: /

User-agent: OAI-SearchBot
Allow: /

User-agent: ChatGPT-User
Allow: /

User-agent: Claude-User
Allow: /

User-agent: Perplexity-User
Allow: /
```

## Already right
- **AI crawlers get the page.** GPTBot, ClaudeBot and PerplexityBot all received a normal response.
- **Menu or price list is an HTML page.** Agents can read items and prices directly.
- **Ordering through toast on your own domain.** No marketplace commission, and the guest stays yours.
- **Toast works with agents through its partners.** Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/. An assistant that is not a partner may not finish the step there; a direct path on your own domain works for all of them.

## Where it stands
303 of 806 in Chicago cafes and bars. Top 38% 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 | 96% | yes |
| Let AI crawlers in (no edge block, no robots.txt block) | 98% | no |
| Structured data with address, phone and hours | 34% | no |
| Have an llms.txt | 21% | yes |

Nearest places in the index: Discourse Coffee (C, 19 m, https://directindex.org/r/discourse.coffee); The Wild Hare (B, 28 m, https://directindex.org/r/wildharemusic.com); Bisous (C, 35 m, https://directindex.org/r/bisouschicago.com); The Aviary (C, 52 m, https://directindex.org/r/theaviary.com); Estereo FM (C, 59 m, https://directindex.org/r/estereochicago.com); Coffee Bar (D, 93 m, https://directindex.org/r/emilyhotel.com); Good Ambler (B, 158 m, https://directindex.org/r/goodambler.com); Broken Hearts (C, 180 m, https://directindex.org/r/brokenheartsbar.com); Matcha Cita (B, 189 m, https://directindex.org/r/matchacitachi.com); Postcard (C, 210 m, https://directindex.org/r/postcard.co).

## 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); Sites using Toast 74% (63% A or B, 1884 sites); This site 64.3%.

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

## Businesses like Blind Barber in Chicago cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Chicago cafes and bars | 806 | 47% | 28% | 64.3% |
| Built with Shopify in Chicago cafes and bars | 30 | 61% | 50% | 64.3% |
| Using Toast in Chicago cafes and bars | 88 | 73% | 57% | 64.3% |
| Built with Shopify and using Toast in Chicago cafes and bars | 2 | 63% | 0% | 64.3% |

The best of Using Toast in Chicago cafes and bars: Butch McGuire’s (A 93.8%, https://directindex.org/r/butchmcguires.com); Old Irving Brewing (A 93.8%, https://directindex.org/r/oldirvingbrewing.com); Pilot Project Brewing (A 93.8%, https://directindex.org/r/pilotprojectbrewing.com); Randolph Tavern (A 93.8%, https://directindex.org/r/randolphtavern.com); Trinity Pub (A 93.8%, https://directindex.org/r/trinitypubchicago.com).

With the two fixes above (No structured data for the business; robots.txt blocks GPTBot) the score would be about 87.7%: 23rd of 806 in Chicago cafes and bars, up from 303rd.

This site appears in 2 cities (3 places on blindbarber.com). https://directindex.org/brand/blindbarber.com

## The direct record
What agents get for Blind Barber, as JSON: https://directindex.org/api/direct/blindbarber.com
- Book: none on record
- Order: https://www.toasttab.com/invoice/lead?rx=2f0c5017-53cd-4914-8be2-cd7540b32365&ot=eb08b612-0651-4555-8b41-55281a26ce57&form=1 (vendor on own site: Toast; found by the scan of 2026-10-14, not yet tested)
- Menu: http://app.blindbarber.com/locations/chicago/menu (html_page; from the scan)
- Hours: none on record
- Phone: +1-312-405-9929
- Stable links that count: https://directindex.org/go/blindbarber.com/order, https://directindex.org/go/blindbarber.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
- Vendor terms for agents, Toast: Through partners. Toast's guest terms could not be read on 2026-10-15 (bot challenge); since August 2026 Google's Ask Maps completes orders at Toast restaurants through Toast Local under the UCP for Food standard. Read 2026-10-15: https://www.digitaltransactions.net/square-toast-jump-into-ai-boosted-google-maps/

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

## Score breakdown
| Component | Points | Available |
|---|---|---|
| Reachable | 23.8 | 25 |
| Readable | 8 | 25 |
| Actionable | 10 | 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/blindbarber.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: no

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