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Kollavo vs Prism

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Kollavo compared with Prism
DetailKollavo logo KollavoPrism logo Prism
What it doesGet your brand cited in AI search results A terminal app that finds US-listed stocks behind an investment idea, ranks their exposure, and shows filing evidence
StageNot given MVP
FoundedNot given Not given
Based inNot given Not given
Pricing modelFreemium Paid
PricingFree audit available. Entry: $49/month or $490/year (includes 2 months free with yearly billing). Managed: $99/month or $990/year (includes 2 months free with yearly billing). Autopilot 4: $549/month (4 placements/month, up to $175 per source). Autopilot 8: $999/month (8 placements/month, up to $175 Research costs $0.30–$1.20 per run depending on complexity. $1 buys $1 in credit. Minimum $5 per top-up.
Key features
  • Free AI visibility audit with no email required
  • Weekly visibility scores across ChatGPT, Perplexity, Gemini and Google AI Mode
  • Citation gap alerts showing where competitors appear but you don't
  • Share of voice tracking against competitors
  • AI-curated high-intent prompt list across the full funnel
  • Done-for-you outreach and placement on Managed plan
  • Live tracker showing submission status and dofollow/nofollow status
  • Monthly reports on new citations and AI visibility changes
  • Autopilot packs for automated monthly placements without per-site approvals
  • First placement fee covered up to $99 on Managed plan
  • Shows filing evidence for each company
  • Can be installed and run by terminal-capable AI agents
  • Returns 50% more key stocks than general AI models
  • 97% accuracy on stock picks
What makes it different
  • Monitors AI answers from ChatGPT, Perplexity, Gemini and Google AI, tracking which brands and sources get cited
  • Identifies and fills citation gaps where competitors appear in AI answers but your brand doesn't
  • Handles outreach, negotiation and placement coordination end-to-end on Managed plan
  • No per-source surprises with simple, transparent pricing
  • Autopilot packs automate monthly placements within a set budget without requiring approval per site
  • More complete and accurate stock lists than general AI models tested
  • Lower cost than web-search AI models
  • Pay only for the research you run with transparent per-run pricing
Community votes00
DR (Domain Rating by Ahrefs)26 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)70
Citation Flow (Majestic)240
Referring domains (Majestic)720

5 details filled in for both companies.

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