# The Butterfly House: Agent-Direct Score C (67.7%)

Site: https://butterflyhousechicago.com/
Report: https://directindex.org/r/butterflyhousechicago.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.)
The Butterfly House is partly visible to agents.

## What to fix first
- **Tickets through an unrecognised third party.** (+9 points) Check that the provider keeps you as the merchant of record. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No tickets and prices found.** (+7 points) Agents answer 'what does it cost and when' from marketplaces instead. Add a page with tickets, times and prices as text and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+2 points) Missing: telephone. 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": "TouristAttraction",
  "name": "The Butterfly House",
  "url": "https://butterflyhousechicago.com/",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "East Grand Avenue 600",
    "postalCode": "60611",
    "addressLocality": "Chicago"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 41.892395,
    "longitude": -87.6106469
  }
}
</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 (LocalBusiness).** address, opening hours

## Since the scan of 2026-10-14 (C then)
- Fixed: No booking or ordering path at all
- New: Booking through an unrecognised third party

## Where it stands
13 of 81 in Chicago tours, attractions and museums. Top 16% 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 | 90% | no |
| Publish the menu or price list as HTML | 0% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 20% | no |
| Have an llms.txt | 20% | yes |

Nearest places in the index: Flyover (D, 142 m, https://directindex.org/r/experienceflyover.com); Chicago Children's Museum (B, 158 m, https://directindex.org/r/chicagochildrensmuseum.org); Pier Park Mini-Golf (C, 227 m, https://directindex.org/r/navypier.org); Odyssey Chicago River (B, 985 m, https://directindex.org/r/cityexperiences.com); Museum of Contemporary Art (C, 1026 m, https://directindex.org/r/mcachicago.org); Museum of Ice Cream (C, 1037 m, https://directindex.org/r/museumoficecream.com); Chicago Sports Museum (D, 1135 m, https://directindex.org/r/chicagosportsmuseum.com); Chicago Architecture Center (B, 1179 m, https://directindex.org/r/architecture.org); McCormick Bridgehouse & Chicago River Museum (C, 1240 m, https://directindex.org/r/bridgehousemuseum.org); Loyola University Museum of Art (C, 1313 m, https://directindex.org/r/luc.edu).

## 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.

Score over 2 scans since 2026-10-14: 2026-10-14 59%, 2026-10-14 68%.

Against its peers: Sites built with WordPress 57% (26% A or B, 35830 sites); This site 67.7%.

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

Read by AI agents 8 times this month.

## Businesses like The Butterfly House in Chicago tours, attractions and museums

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Chicago tours, attractions and museums | 81 | 46% | 11% | 67.7% |
| Built with WordPress in Chicago tours, attractions and museums | 28 | 56% | 18% | 67.7% |

The best of Built with WordPress in Chicago tours, attractions and museums: Museum of Illusions (B 84.6%, https://directindex.org/r/moichicago.com); Jane Addams Hull-House Museum (B 75.4%, https://directindex.org/r/uic.edu); Western Springs Water Tower (B 71.3%, https://directindex.org/r/westernspringshistory.org); SkyDeck Chicago Willis Tower (B 70.8%, https://directindex.org/r/theskydeck.com); Odyssey Chicago River (B 70%, https://directindex.org/r/cityexperiences.com).

With the three fixes above (Tickets through an unrecognised third party; No tickets and prices found; Structured data is incomplete) the score would be about 95.4%: first of 81 in Chicago tours, attractions and museums.

## The direct record
What agents get for The Butterfly House, as JSON: https://directindex.org/api/direct/butterflyhousechicago.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: none on record
- Phone: none on record

## 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 | 13 | 25 |
| Actionable | 6 | 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/butterflyhousechicago.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: 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: 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: yes

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