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agntdot.com
Scanned Apr 20, 2026, 07:20 AM · 8.9s
Runtime Visibility
Runtime panel skipped
Requires at least 2 keyed LLM engines. Configure additional API keys (OpenAI, Perplexity, Gemini) to enable real-time citation testing.
Dimensions
Eight deterministic checks. Higher weight = bigger impact on the score.
Content Structure
15 / 20 · weight 20
warn1 issue ↓medium
No 2–4 sentence summary paragraph above the fold
Add a 2–4 sentence paragraph immediately after the H1 summarising what the product is and who it serves.
Citation Density
10 / 20 · weight 20
warn2 issues ↓high
External links exist but none hit the authoritative allowlist
Cite at least one .edu/.gov, Wikipedia, IETF/W3C spec, or tier-1 publication near your flagship claims.
high
Statistical claims are unsourced
Every % / 'X customers' / stat deserves an inline citation link to the origin study or publication.
Crawler Access
15 / 15 · weight 15
passno issuesSchema Markup
8 / 15 · weight 15
warnno issuesllms.txt
10 / 10 · weight 10
passno issuesEntity Clarity
5 / 10 · weight 10
warn2 issues ↓medium
No clear self-identification in the opening paragraph
Open with 'We are ...' / 'Our mission is ...' / 'This is ...' — AI models need explicit entity framing.
low
Organization JSON-LD missing founder
Add 'founder': [{ @type: Person, name: ... }] to the Organization schema.
Off-site Authority (proxy)
2 / 5 · weight 5
warnno issuesFreshness
0 / 5 · weight 5
fail1 issue ↓medium
No last-updated signal on homepage
Add <time datetime='YYYY-MM-DD'>Updated ...</time> or article:modified_time meta, or expose dateModified in Article JSON-LD.
Top 5 fixes
Prioritized by severity. Copy the Claude Code prompt to apply the fix yourself, or let AGNT patch it automatically.
- high· citations
External links exist but none hit the authoritative allowlist
Cite at least one .edu/.gov, Wikipedia, IETF/W3C spec, or tier-1 publication near your flagship claims.
- high· citations
Statistical claims are unsourced
Every % / 'X customers' / stat deserves an inline citation link to the origin study or publication.
- medium· structure
No 2–4 sentence summary paragraph above the fold
Add a 2–4 sentence paragraph immediately after the H1 summarising what the product is and who it serves.
- medium· entity
No clear self-identification in the opening paragraph
Open with 'We are ...' / 'Our mission is ...' / 'This is ...' — AI models need explicit entity framing.
- medium· freshnessauto-fixable
No last-updated signal on homepage
Add <time datetime='YYYY-MM-DD'>Updated ...</time> or article:modified_time meta, or expose dateModified in Article JSON-LD.
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AGNT Auto-fix
Stop losing to cited competitors.
AGNT patches robots.txt, llms.txt, schema, FAQ markup, and definition-lead openers across your site — automatically. You review the diffs, we ship the PRs.