Is fotogen.io AI agent ready? A · 80/100
2 failed · 1 partial out of 11 that apply to your site.
Fix automatically with AIScan
5 open checks (2 failing) can be handed to an AI agent: D3, B3, P2, M4, E1. Pick one route — each returns the full, check-by-check instructions.
npx add-skill https://aiscan.site/aiscan-skill.jsonThen ask your agent: “Fix the failing AI readiness checks for https://fotogen.io/”.
curl -o CLAUDE.md https://aiscan.site/CLAUDE.mdDrop it in your project root, then ask Claude Code to fix the failing AIScan checks.
https://aiscan.site/api/mcpTools: scan_website, get_fixes, get_grade. Call get_fixes { "url": "https://fotogen.io/" }.
curl -s 'https://aiscan.site/api/public/scan?url=https%3A%2F%2Ffotogen.io%2F'Returns every check with its complete fix guide.
Verify: Re-scan at https://aiscan.site after applying fixes, or run npx aiscan-cli https://fotogen.io/. Individual checks that need a specific probe list it in their own guide.
Quick Wins
Top 3 fixes ranked by score impact
- 01Partial+4 pts if fixed
Machine-readable pricing
See full detailsPublish schema.org Offer / AggregateOffer JSON-LD on your pricing page with price, priceCurrency and the billing period, so an agent can answer "what does this cost?" without scraping prose.
- 02Fail+4 pts if fixed
Correct 404 handling
See full detailsReturn a real HTTP 404 (not 200) for missing pages, with a body that names the site and links to your homepage, sitemap, and search so an agent can recover.
- 03Fail+3 pts if fixed
Link header for discovery
See full detailsAdd a Link response header or HTML <link rel="api-catalog"|"describedby"> tag.
# Agent-readiness remediation brief
Site: https://fotogen.io/
Platform: unknown (0% confidence)
AIScan score: 80/100 — Level 4 (Interactive)
Rubric: v2026.08.2
## Failing checks (sorted by weight)
- **[M4] Machine-readable pricing** — PARTIAL
- Evidence: JSON-LD offer on homepage (priceCurrency, price 0 only — paid plans not described): {"@context":"https://schema.org","@type":"SoftwareApplication","name":"FotoGen","alternateName":"FotoGen AI Image Generator","applicationCategory":"DesignApplication","operatingSys
- Fix: Publish schema.org Offer / AggregateOffer JSON-LD on your pricing page with price, priceCurrency and the billing period, so an agent can answer "what does this cost?" without scraping prose.
- **[P2] MCP Server Card** — PARTIAL
- Evidence: HTTP 200
- Fix: Optional: publish /.well-known/mcp/server-card.json if you expose an MCP server.
- **[E1] Correct 404 handling** — FAIL
- Evidence: GET /aiscan-404-probe-cctbuj → HTTP 200 (soft 404 — returns 200 for a missing page), 460790 bytes, text/html
- Fix: Return a real HTTP 404 (not 200) for missing pages, with a body that names the site and links to your homepage, sitemap, and search so an agent can recover.
- **[D3] Link header for discovery** — FAIL
- Evidence: no Link header or <link> tag
- Fix: Add a Link response header or HTML <link rel="api-catalog"|"describedby"> tag.
- **[B3] Web Bot Auth key directory** — PARTIAL
- Evidence: HTTP 200
- Fix: Optional: serve a JWKS-style key directory at /.well-known/http-message-signatures-directory.
## General guidance
- Static-first: `robots.txt`, `llms.txt`, `/.well-known/*` JSON cards.
- Markdown negotiation: serve `text/markdown` when requested via `Accept` header or `?format=md`.
- Bot access: explicit allow/deny per AI user-agent (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, Applebot-Extended, Bytespider, Amazonbot, CCBot, meta-externalagent, cohere-ai, Diffbot).
- Capabilities: publish an MCP server card and (optionally) an Agent Skills manifest even if the runtime isn't live — discovery first.
- Re-scan at aiscan.site after deploying.
How this score is calculated
Every check earns points against a weight. We divide the points you earned by the points that actually apply to a site like yours — so checks that don't apply never drag you down.
Baseline every site should meet.
Strong signals most sites benefit from.
Emerging standards. Can only add points.
Not counted (4): P4, M3, E2, E5 — either not applicable to this site profile or optional and not yet adopted. Expand any check to see the exact evidence we based it on.
Discoverability
67Can agents find your pages? robots, sitemaps, llms.txt.
Your site is missing this right now, so AI agents can't use it. The fix below is what to change.
ID · D3
What we foundno Link header or <link> tag
Measured againstHow to fix itAdd a Link response header or HTML <link rel="api-catalog"|"describedby"> tag.
Add a Link response header
Set this header on your homepage and/or root document. Most CDNs (Cloudflare, Vercel, Netlify) support response-header rules.
Example
Link: </.well-known/api-catalog>; rel="api-catalog"
Your site is missing this right now, so AI agents can't use it. The fix below is what to change.
ID · E1
What we foundGET /aiscan-404-probe-cctbuj → HTTP 200 (soft 404 — returns 200 for a missing page), 460790 bytes, text/html
Measured againstHow to fix itReturn a real HTTP 404 (not 200) for missing pages, with a body that names the site and links to your homepage, sitemap, and search so an agent can recover.
Return a real 404 status
A missing page must answer
404(or410), never200. A soft 404 makes agents index your error page as real content.Make the body recoverable
The 404 body should name the site and link to the homepage, sitemap, docs, and search so an agent can find its way back instead of dead-ending.
Verify
curl -sI https://yoursite.com/this-page-does-not-exist-123 | head -n 1
Content
100Can agents read your content cleanly? Markdown, structured data.
Bot Access
85Are AI crawlers explicitly allowed or blocked?
Capabilities
75Can agents do things? APIs, auth, MCP, Agent Skills.
Commerce
64Can agents transact? Catalogs, checkout, agentic commerce.
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<!-- AIScan.site agent-readiness badge --> <a href="https://aiscan.site/?u=https%3A%2F%2Ffotogen.io%2F" target="_blank" rel="noopener" title="Agent-Readiness Grade A (80/100) — AIScan.site"> <img src="https://aiscan.site/api/public/badge.svg?score=80&grade=A&host=fotogen.io" alt="AIScan.site Grade A — 80/100" width="240" height="64" loading="lazy" /> </a>
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