# In House Cafe: Agent-Direct Score B (73.8%)

Site: http://www.inhousecafe.com
Report: https://directindex.org/r/inhousecafe.com
Scanned: 2026-10-23 (Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.)
In House Cafe is mostly ready for agents.
An AI assistant can open In House Cafe's website. It can read what In House Cafe offers. It finds a way to book or order directly on the site.

## Direct links
- Book directly: https://inhousecafe.com/-party?source=pop_up&spot_id=345444&destination=private_parties&promotion=holiday_party (on the business's own site)
- Menu: https://inhousecafe.com/boston-in-house-cafe-food-menu
- Phone: +16175887575
- Its menu mentions: vegetarian dishes, a lunch or set menu

## Nearby, also direct
Places near In House Cafe that take a booking or an order on their own website, with no marketplace in between.
- Agoro's Pizza Bar and Grill (650 m): https://directindex.org/r/agorospizza.com
- Cafenation (680 m): https://directindex.org/r/cafenation.com
- Cafe Lava and Bento (690 m): https://directindex.org/r/cafelavabento.com
- Dash Cafe (790 m): https://directindex.org/r/dashcafe.net

## 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). Every assistant reads this block first, and the fix kit below has it filled in. Guide: https://directindex.org/guides/structured-data-restaurant
- **Ordering only through slice.** (no points, but worth doing) Every transaction an agent makes goes through the marketplace, which takes its commission. Add a direct way on your own site. Even a simple form will do. Guide: https://directindex.org/guides/online-ordering-without-delivery-apps
- **No llms.txt.** (no points, but worth doing) Optional for now and cheap to add. It's a short text file that describes the business for language models. Guide: https://directindex.org/guides/llms-txt-for-a-business

## 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": "CafeOrCoffeeShop",
  "name": "In House Cafe",
  "url": "http://www.inhousecafe.com",
  "telephone": "+16175887575",
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.342912,
    "longitude": -71.1534408
  },
  "acceptsReservations": "https://inhousecafe.com/-party?source=pop_up&spot_id=345444&destination=private_parties&promotion=holiday_party",
  "hasMenu": "https://inhousecafe.com/boston-in-house-cafe-food-menu",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://inhousecafe.com/-party?source=pop_up&spot_id=345444&destination=private_parties&promotion=holiday_party",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</script>
```

llms.txt. Save as /llms.txt at the root of the site.

```
# In House Cafe

> cafe or coffee shop in Boston cafes and bars. Phone +16175887575.

## Book or order directly

- Book: https://inhousecafe.com/-party?source=pop_up&spot_id=345444&destination=private_parties&promotion=holiday_party (on the business's own site)
- Menu: https://inhousecafe.com/boston-in-house-cafe-food-menu

## About

- Website: http://www.inhousecafe.com
- This file follows llms.txt (https://llmstxt.org): a short plain-text description for language models.
```

## 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.
- **Menu or price list is an HTML page.** Agents can read the items and prices.
- **Booking on your own site.** Agents can book without going through a marketplace.

## Where it stands
121 of 468 in Boston cafes and bars. Top 26% 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 | 96% | yes |
| Publish the menu or price list as HTML | 96% | yes |
| Let AI crawlers in (no block at the server or in robots.txt) | 98% | yes |
| Structured data with address, phone and hours | 47% | no |
| Have an llms.txt | 28% | no |

Nearest places in the index: Dolce Vita Cafè (D, 593 m, https://directindex.org/r/thedolcevitacafe.com); Agoro's Pizza Bar and Grill (C, 649 m, https://directindex.org/r/agorospizza.com); ViVi (F, 678 m, https://directindex.org/r/vivibrighton.com); Cafenation (A, 678 m, https://directindex.org/r/cafenation.com); Cafe Lava and Bento (C, 690 m, https://directindex.org/r/cafelavabento.com); Jim's Deli & Restaurant (A, 712 m, https://directindex.org/r/jimsdelitogo.com); Kwench Juice Cafe (C, 721 m, https://directindex.org/r/kwenchjuicecafe.com); Dash Cafe (C, 789 m, https://directindex.org/r/dashcafe.net); Cafe Landwer (C, 887 m, https://directindex.org/r/landwercafe.com); Bag Ladies Tea (F, 1153 m, https://directindex.org/r/bagladiestea.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.

The assistants were asked 12 everyday questions about Boston cafes and bars and named 53 places. In House Cafe wasn't one of them. See who was named: https://directindex.org/city/boston-cafes-bars/recommended


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

## Businesses like In House Cafe in Boston cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Businesses of the same kind in Boston cafes and bars | 468 | 51% | 32% | 73.8% |
| Sites using Slice in Boston cafes and bars | 3 | 72% | 100% | 73.8% |

The best of the businesses of the same kind in Boston cafes and bars: Rooftop at The Envoy (A 100%, https://directindex.org/r/envoyrooftop.com); Wicked Craft Co. (A 100%, https://directindex.org/r/wickedcraftco.com); Anna's Cafe (A 96.9%, https://directindex.org/r/annascafema.com); Dudley Cafe (A 96.9%, https://directindex.org/r/dudleycafe.com); Warehouse Kitchen and Sports Bar (A 96.3%, https://directindex.org/r/thewarehouseboston.com).

With the fix above (No structured data for the business), the score would be about 95.4%. That would be 6th of 468 in Boston cafes and bars, up from 121st.

## The direct record
What agents get for In House Cafe, as JSON: https://directindex.org/api/direct/inhousecafe.com
- Book: https://inhousecafe.com/-party?source=pop_up&spot_id=345444&destination=private_parties&promotion=holiday_party (own site; found by the scan of 2026-10-23, not yet tested)
- Order: none on record
- Menu: https://inhousecafe.com/boston-in-house-cafe-food-menu (html_page; from the scan)
- Hours: none on record
- Phone: +16175887575
- Stable links that count: https://directindex.org/go/inhousecafe.com/book, https://directindex.org/go/inhousecafe.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

## 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/inhousecafe.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: no (how: https://isitagentready.com/.well-known/agent-skills/ai-rules/SKILL.md)
- 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: no (how: https://isitagentready.com/.well-known/agent-skills/llms-txt/SKILL.md)
- 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: no

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