Good fit
Marketing teams that want to track brand visibility across ChatGPT, Perplexity, Gemini, competitors, and cited sources.
Marketing tool
Signum.AI
AI visibility and GEO platform for tracking citations, competitors, and actions.
AI search visibilityMarketing attribution
Is it right for your work?
Skip if
You need a simple solo-founder fix-it workflow or transparent implementation work after the visibility score.
What it does
- AI visibility tracking
- Competitor mapping
- Citation analysis
- Action recommendations
Pricing notes
Public site offers a free entry point and demo-led platform packaging; verify paid plan pricing.
View pricingNo affiliate, sponsorship or partner deal with Signum.AI.
AI search visibility
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What the sources say
Research notes
No founder interview shows this tool in a real workflow yet. The notes below come from vendor pages and reviews.
Vendor pages, reviews, and case studies are useful context, not founder workflow evidence.
Biased but useful Qualitative: explicit AI visibility and GEO platform positioning.
Signum.AI says it tracks brand presence across ChatGPT, Perplexity, Gemini, competitors, and AI-search citations.
Evidence note: Official product page; strong for capabilities, not independent proof.
Open Signum.AI Directional Reported examples include 20-35% improvements on AI visibility or ChatGPT traffic metrics.
Signum.AI publishes customer-result claims around AI visibility, ChatGPT traffic, and answer appearance.
Evidence note: Vendor-authored customer claims; useful but should be verified with customer detail before high-stakes decisions.
Open Signum.AI Biased but useful Qualitative: free/demo entry exists, but paid plan pricing should be checked live.
Signum.AI exposes pricing or demo-led buying navigation from the public site.
Evidence note: Official pricing/navigation page; verify current availability before buying.
Open Signum.AI