# Lamplighter CX: Agent-Direct Score C (61.5%)

Site: https://lamplighterbrewing.com
Report: https://directindex.org/r/lamplighterbrewing.com
Scanned: 2026-10-14 (provisional: the action test and the assistant citation check pending)
Lamplighter CX is partly visible to agents.

## Direct links
- Book: https://lamplighterbrewing.com/pages/private-events (on the business's own site)

## What to fix first, by points
- **No structured data for the business.** (+15 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
- **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

## Fix kit: what to paste

Structured data, one block in the page head:

```html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "BarOrPub",
  "name": "Lamplighter CX",
  "url": "https://lamplighterbrewing.com",
  "address": {
    "@type": "PostalAddress",
    "streetAddress": "North First Street 110",
    "postalCode": "02141",
    "addressLocality": "Cambridge"
  },
  "geo": {
    "@type": "GeoCoordinates",
    "latitude": 42.372194,
    "longitude": -71.0753297
  },
  "openingHours": "Mo-We 13:00-22:00; Th 13:00-00:00; Fr-Sa 12:00-00:00; Su 12:00-22:00",
  "openingHoursSpecification": [
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Monday",
        "Tuesday",
        "Wednesday"
      ],
      "opens": "13:00",
      "closes": "22:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Thursday"
      ],
      "opens": "13:00",
      "closes": "00:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Friday",
        "Saturday"
      ],
      "opens": "12:00",
      "closes": "00:00"
    },
    {
      "@type": "OpeningHoursSpecification",
      "dayOfWeek": [
        "Sunday"
      ],
      "opens": "12:00",
      "closes": "22:00"
    }
  ],
  "acceptsReservations": "https://lamplighterbrewing.com/pages/private-events",
  "potentialAction": [
    {
      "@type": "ReserveAction",
      "target": {
        "@type": "EntryPoint",
        "urlTemplate": "https://lamplighterbrewing.com/pages/private-events",
        "actionPlatform": [
          "http://schema.org/DesktopWebPlatform",
          "http://schema.org/MobileWebPlatform"
        ]
      },
      "result": {
        "@type": "Reservation",
        "name": "Reservation"
      }
    }
  ]
}
</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.
- **Booking on your own site.** Agents can book without a marketplace in the loop.

## Where it stands
Rank 120 of 274 in Boston cafes and bars (top 44%).

| What the top tenth does | Top 10% | This site |
|---|---|---|
| Take bookings or orders on their own domain | 93% | yes |
| Publish the menu or price list as HTML | 93% | no |
| Let AI crawlers in (no edge block, no robots.txt block) | 100% | yes |
| Structured data with address, phone and hours | 36% | no |
| Have an llms.txt | 7% | yes |

Nearest places in the index: Cafe Beatrice (A, 25 m, https://directindex.org/r/thelexingtoncx.com); Elmendorf Baking Supplies (B, 901 m, https://directindex.org/r/elmendorfbaking.com); mister Q. Cafe (F, 918 m, https://directindex.org/r/charlestownqcafe.com); Emmi Bakery and Cafe (F, 1166 m, https://directindex.org/r/emmibakerycafe.com); Tatte Bakery and Cafe (F, 1214 m, https://directindex.org/r/tattebakery.com); Pixlcat Coffee & Butter Mochi (C, 1265 m, https://directindex.org/r/pixlcatcoffee.com); Third Time Together (B, 1315 m, https://directindex.org/r/thirdtimetogether.co); Remnant Brewing Satellite (C, 1328 m, https://directindex.org/r/remnantsomerville.com); Guy Fieri’s Tequila Cocina (D, 1336 m, https://directindex.org/r/alexistogel20.com); Area Four (B, 1358 m, https://directindex.org/r/areafour.com).

## What assistants answer
Not asked yet. Assistants are asked about the top-ranked and claimed businesses in each city index.

Against its peers: Sites built with Shopify average 61% (36% A or B, 1336 sites); this site 61.5%.

What an AI agent reads on this site: https://directindex.org/r/lamplighterbrewing.com/agent-view

Read by AI agents 6 times this month.

## Score breakdown
| Component | Points | Available |
|---|---|---|
| reachable | 25 | 25 |
| readable | 0 | 25 |
| actionable | 15 | 15 (action_test pending) |
| cited | 0 | 0 (probes pending) |

## Agent readiness (Cloudflare criteria)
Level 1 of 5: Basic Web Presence. Cloudflare's report: https://isitagentready.com/lamplighterbrewing.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

Methodology: https://directindex.org/methodology · Rescan: https://directindex.org/scan?url=lamplighterbrewing.com&force=1