AI Visibility Index / preactjs.com

Is Preact visible to AI?

Fast 3kB alternative to React with the same modern API

72would rank #474 of 538
AI crawler access · 89/100
Answer-engine content · 78/100
Structured data · 20/100
Agent readiness · 71/100

8 issues holding Preact back

JSON-LD structured data
No schema.org JSON-LD found.
→ Add JSON-LD (generated below) so engines know your entity, product and pricing unambiguously.
Machine-usable interface (API / MCP)
No OpenAPI spec, MCP server or API docs discovered. AI agents can read about you but can't act (sign up, query, buy).
→ Expose an MCP server or OpenAPI spec and link it from llms.txt so agents can use your product, not just read about it.
Entity / product schema
No Organization / Product / SoftwareApplication schema.
→ Add Organization + Product/SoftwareApplication schema with name, url, logo, sameAs (socials), offers.
Pricing is machine-readable
No pricing found. Agents comparing tools for users skip products without clear prices.
→ Add a plain-HTML /pricing page and `offers` in your JSON-LD.
XML sitemap
No /sitemap.xml and none referenced in robots.txt.
→ Publish /sitemap.xml and reference it from robots.txt with `Sitemap: https://yoursite/sitemap.xml`.
Descriptive title tag
"Preact" (6 chars)
→ Use a 15-70 char title: `Product: what it does for whom`.
One clear H1
No H1 heading.
→ Use exactly one H1 that names the product and its core benefit.
Question & answer content
No FAQ section found.
→ Add an FAQ answering the exact questions buyers ask ChatGPT ("best X for Y", "X vs Y", "how much does X cost").

What Preact gets right

Served over HTTPS · robots.txt present · AI search & answer bots allowed · AI training crawlers · Page is indexable · Fast response · Content visible without JavaScript · Meta description · Scannable section headings · Open Graph tags · Language declared · Linked brand profiles · llms.txt · Docs / help content linked

Work at Preact? Fix every page, not just the homepage.
RankRoot Pro scans up to 50 pages and generates llms.txt, llms-full.txt and per-page JSON-LD.
Get Pro · $19/mo

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