AI Visibility Index / swarmia.com
Is Swarmia: Engineering intelligence you can trust visible to AI?
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77rank #432 of 538
6 issues holding Swarmia: Engineering intelligence you can trust 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.
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`.
Scannable section headings
1 H2 headings. LLMs chunk pages by headings.
→ Break the page into H2 sections: what it is, how it works, pricing, FAQ.
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 Swarmia: Engineering intelligence you can trust gets right
Served over HTTPS · robots.txt present · AI search & answer bots allowed · AI training crawlers · Page is indexable · Content visible without JavaScript · Descriptive title tag · Meta description · One clear H1 · Open Graph tags · Language declared · Linked brand profiles · llms.txt · Pricing is machine-readable · Docs / help content linked
Work at Swarmia: Engineering intelligence you can trust? 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.
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