# Capital One Cafe: Agent-Direct Score C (55.4%)

Site: https://www.harvardsquare.com/venue/capital-one-360-cafe/
Report: https://directindex.org/r/harvardsquare.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.)
Capital One Cafe is partly visible to agents.

## Direct links
- Phone: 617-491-3434

## What to fix first
- **No booking or ordering path at all.** (+13 points) Only a phone number or WhatsApp. Agents cannot act on those yet. Add a booking or ordering page. Guide: https://directindex.org/guides/book-direct-on-your-own-website
- **No menu or price list found.** (+7 points) Agents answer 'what do they offer' from marketplaces instead. Add a menu or price list page and link it from the homepage. Guide: https://directindex.org/guides/menu-pdf-ai
- **Structured data is incomplete.** (+6 points) Missing: address, telephone, 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": "Capital One Cafe",
  "url": "https://www.harvardsquare.com/venue/capital-one-360-cafe/",
  "telephone": "617-491-3434",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "John F. Kennedy Street 24",
    "postalCode": "02138",
    "addressLocality": "Cambridge"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.3728528,
    "longitude": -71.1197184
  },
  "openingHours": "Mo-Sa 07:00-19:00, Su 08:00-17:00"
}
</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 (Organization).** but without address, phone or hours

## Since the scan of 2026-10-14 (C then)
- Fixed: nothing
- New: nothing

## Where it stands
143 of 249 in Boston cafes and bars. Top 57% 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 | 92% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 28% | no |
| Have an llms.txt | 8% | yes |

Nearest places in the index: Life Alive Organic Cafe (A, 14 m, https://directindex.org/r/lifealive.com); Peet's Coffee (A, 83 m, https://directindex.org/r/peets.com); Bluestone Lane (A, 107 m, https://directindex.org/r/bluestonelane.com); Zinneken's (B, 465 m, https://directindex.org/r/zinnekenswaffles.com); Circus Cooperative Cafe (A, 663 m, https://directindex.org/r/circus.coop); Cambridge Common (B, 1025 m, https://directindex.org/r/cambridgecommonrestaurant.com); The Plough and Stars (C, 1032 m, https://directindex.org/r/ploughandstars.com); Broadsheet Coffee Roasters (B, 1166 m, https://directindex.org/r/broadsheetcoffee.com); Barismo (C, 1286 m, https://directindex.org/r/barismo.com); 1369 Coffee House (C, 1376 m, https://directindex.org/r/1369coffeehouse.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.

Score over 2 scans since 2026-10-14: 2026-10-14 55%, 2026-10-14 55%.

Against its peers: Sites built with WordPress 58% (29% A or B, 36926 sites); This site 55.4%.

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

## Businesses like Capital One Cafe in Boston cafes and bars

| Group | Sites | Avg score | A or B | This site |
|---|---|---|---|---|
| Same kind in Boston cafes and bars | 249 | 55% | 37% | 55.4% |
| Built with WordPress in Boston cafes and bars | 44 | 65% | 41% | 55.4% |

The best of Built with WordPress in Boston cafes and bars: Bluestone Lane (A 90%, https://directindex.org/r/bluestonelane.com); Kung Fu Tea (A 87.5%, https://directindex.org/r/kungfutea.com); AKOKO - Coco Leaf Dorchester (B 83.1%, https://directindex.org/r/akokocafe.com); Tavern In The Square (B 82.5%, https://directindex.org/r/taverninthesquare.com); Break Rock Brewing (B 77.5%, https://directindex.org/r/breakrockbrewing.com).

With the three fixes above (No booking or ordering path at all; No menu or price list found; Structured data is incomplete) the score would be about 95.4%: 2nd of 249 in Boston cafes and bars, up from 143rd.

## The direct record
What agents get for Capital One Cafe, as JSON: https://directindex.org/api/direct/harvardsquare.com
- Book: none on record
- Order: none on record
- Menu: none on record
- Hours: Mo-Sa 07:00-19:00, Su 08:00-17:00 (from OpenStreetMap)
- Phone: 617-491-3434

## 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 | 9 | 25 |
| Actionable | 2 | 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/harvardsquare.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/harvardsquare.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=harvardsquare.com&force=1