Faro Agent Registry · Developer Tools
Lumberjocks
lumberjocks.com ↗As of 7 November 2026, Lumberjocks (lumberjocks.com) scores 44 out of 100 for AI visibility on the Faro AI visibility scan, a grade of D. Faro detected 4 of 8 agent-facing capabilities on the site, and lists it in the Faro Agent Registry under Developer Tools.
What this means
Faro's scan of lumberjocks.com on 7 November 2026 found structured business data, published pricing, an llms.txt file and a public API. Its public API lets other software connect to Lumberjocks directly. Ask an assistant what Lumberjocks costs and there's a price on the site for it to quote. Its llms.txt points assistants straight at the pages Lumberjocks cares about most.
Faro couldn't confirm that both ChatGPT's and Claude's crawlers may read lumberjocks.com. Where they can't, what they say about Lumberjocks comes from other sites. There's no MCP server, so an AI agent can read about Lumberjocks but can't use its tools.
AI assistants answer questions about a business from what its site publishes. This page is Faro’s record of what they can find on lumberjocks.com.
Agent capabilities
4 of 8 detected
| Capability | Status |
|---|---|
Open to AI assistants ChatGPT, Claude and Perplexity are allowed to read this site rather than blocked from it. | Not detected |
Structured business data Key facts about the business are published in a form software reads exactly, so they are less likely to be garbled. | ✓ Detected |
Published pricing Prices are stated openly on the site instead of hidden behind a contact form. | ✓ Detected |
Publishes an llms.txt The site tells AI assistants where its important pages are, in a file written for them. | ✓ Detected |
Public API Other software can connect to this business directly, not just through its website. | ✓ Detected |
MCP server AI agents can use this business's tools directly, rather than only reading about them. | Not detected |
Agent-to-agent card Other AI agents can discover what this business does and how to work with it. | Not detected |
Open Knowledge bundle A packaged summary of the business that an agent can read in a single request. | Not detected |
What Lumberjocks does well
robots.txt exists and accessible
robots.txt is live. AI crawlers know the access rules.
Claude-User (live requests) allowed
Claude-User is allowed. When someone asks Claude to read or check your site, it can open the page.
Main content readable without JavaScript
Your homepage's main content is in the HTML the server sends (about 181 words of body text). AI agents that don't run JavaScript can still read it.
XML sitemap
Sitemap found. Agents can efficiently discover all your pages.
JSON-LD structured data
JSON-LD schema found. Agents can reliably extract facts about your business.
Pricing page exists
Pricing page found and accessible.
No unlabeled clickable divs detected
No <div> or <span> elements with an onclick handler and no role/tabindex were found in the raw HTML. Agents reading the accessibility tree see real interactive controls, not invisible click targets.
All buttons have an accessible name
Every <button> in the raw HTML has either visible text or an aria-label/title. An agent can name every button it finds.
Score by category
How the 44/100 is made up, across the areas Faro measures.
Agent Permissions
16/48
Content Discoverability
21/34
Structured Data
10/32
Pricing Transparency
6/18
Agent Infrastructure
8/34
Agent Operability
13/25
Trust & Identity
22/26
Is this your site?
Claim this listing to confirm you own lumberjocks.com, keep the details current, and see the full report including what is not detected yet.
This entry is part of the Faro Agent Registry, also available as machine-readable JSON.