As of 28 August 2026, Flickr (flickr.com) scores 47 out of 100 for AI visibility on the Faro AI visibility scan, a grade of D. Faro detected 3 of 8 agent-facing capabilities on the site, and lists it in the Faro Agent Registry.
What this means
Faro's scan of flickr.com on 28 August 2026 found published pricing, a public API and an MCP server. Through its MCP server, an AI agent can use Flickr's tools, not just describe them. Its public API lets other software connect to Flickr directly. Ask an assistant what Flickr costs and there's a price on the site for it to quote.
Faro couldn't confirm that both ChatGPT's and Claude's crawlers may read flickr.com. Where they can't, what they say about Flickr comes from other sites. No structured business data turned up, so an assistant has to work out Flickr's basic facts from ordinary page text.
AI assistants answer questions about a business from what its site publishes. This page is Faro’s record of what they can find on flickr.com.
Agent capabilities
3 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. | Not 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. | Not 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. | ✓ 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 Flickr does well
robots.txt exists and accessible
robots.txt is live. AI crawlers know the access rules.
PerplexityBot allowed
PerplexityBot is allowed. You can appear in Perplexity search answers.
XML sitemap
Sitemap found. Agents can efficiently discover all your pages.
Pricing page exists
Pricing page found and accessible.
Actual prices visible to AI
Price numbers detected. Agents can compare your plans.
MCP endpoint live (no Server Card at /.well-known/mcp.json)
Live MCP endpoint detected at /mcp but no Server Card at /.well-known/mcp.json. Agents can't auto-discover your server , you need the card so they know where to look.
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 47/100 is made up, across the areas Faro measures.
Agent Permissions
12/36
Content Discoverability
12/18
Structured Data
1/32
Pricing Transparency
12/18
Agent Infrastructure
15/34
Agent Operability
19/25
Trust & Identity
18/26
Is this your site?
Claim this listing to confirm you own flickr.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.