How It Works
Discover. Diagnose. Generate.
Improve. Measure.
Hordus shows what AI says today, who's asking, and which data models trust — then ships a plan to change those answers.
Discover the real prompts and journeys
Hordus identifies the prompts, journeys, competitors, and audience contexts that shape AI-driven discovery in your category.

Diagnose answer and citation gaps
See where competitors outrank you in answers, which sources models cite, how your brand is framed, and where gaps in evidence or content structure hold you back.
Generate the next best content move
Hordus turns visibility gaps into content opportunities, briefs, and article generation workflows tuned to the prompt and competitive context.


Improve the website itself
The Site Audit engine evaluates page structure, schema, FAQs, accessibility, and technical GEO readiness so your own pages become more citable and useful to models.
Measure answer movement
Track answer share, citation shifts, top source domains, and competitive position over time.

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