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EvidentlyAEO
Content Factory

From gap to published, in four steps.

Every recommendation arrives with a reason, an impact score and a workflow, so AI visibility gaps turn into shipped content and measured lift, not another backlog.

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Identified Gaps21
Attribute Risk
"durability value" (35 vs Adidas 85)
Critical
1/2 drafted
Negative Sentiment
"rigidity for long runs" (Score: 20)
Critical
0/2 drafted
Attribute Risk
"pricing" (67 vs Under Armour 85)
High
0/2 drafted
01Discover

Every gap starts with a real AI answer.

The engine scans ChatGPT, Perplexity, Claude, and Gemini for how they actually describe your brand, then classifies each gap — attribute risk, negative sentiment, retrieval void, or a competitor owning the answer — by severity.

  • Attribute risks scored directly against named competitors
  • Negative sentiment flagged with the exact phrase AI used
  • Prioritized Critical to Low, not one flat backlog
Data Context
Query gap: best trail running shoes
Competitor: Adidas leads durability
Voice: Confident, technical
Outline
1.Durability myth, addressed
2.Flyknit technology deep-dive
3.300-mile durability test
4.Head-to-head comparison
02Plan

A brief before a single word is drafted.

Every piece starts with the data behind it — the query gap, which competitor is winning it, your brand voice — structured into a section-by-section outline before generation begins.

  • Query gap, competitor position, and brand voice in one panel
  • Editable outline — reorder or rewrite sections before drafting
  • Built for the format: Reddit reply, comparison table, article, or video
Draft · Review

Across 300+ miles of mixed trail and road, the Flyknit upper held its structure without fraying at the toe overlay — a meaningful edge over the Adidas Terrex, which showed...

Refine with AI
79
AEO Score
Entity coverage FAQ schema Citation-ready
03Generate

Drafted, then scored — not just drafted.

Content is generated straight into a real editor and scored live against 15+ AEO signals — entity coverage, FAQ schema, citation-readiness, tone match — then refined with a prompt instead of a rewrite from scratch.

  • Live AEO readiness score as you edit
  • Refine specific sections with AI, in place
  • Multi-format: replies, tables, articles, whitepapers, video scripts
Attribute Risk · Critical79/100 Good
Publish to runrepeat.comReview
Durability Deep-Dive: 300-Mile Trail Test

The Flyknit upper held its structure without fraying at the toe overlay, and the outsole resisted the peeling common on Adidas Terrex at similar mileage.

Ready to publish
04Publish

One click from draft to live.

Every piece carries its grounding — why this action, which gap it closes — straight through to publish: copy it, push it to WordPress or Webflow, or post it directly to Reddit or a review site.

  • Grounding explanation travels with the content, not left behind
  • One-click publish to CMS, Reddit, or review sites
  • Status tracked: draft, in review, approved, published

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