Compared · 8 products
Most of these aren’t our competitors.
Nearly everything below is software that measures AI visibility. KoldOS is an agency that measures it and then fixes it. That is a category difference rather than a better-or-worse one, and every page says outright when the other product is the right purchase.
Every claim about another product is quoted from that company’s own public pages, carries a link to the page it came from, and is dated. Where a company does not publish something, these pages say so rather than estimating it.
01 Platform
Purpose-built AI visibility platforms
Products whose whole job is tracking how brands appear in AI answers. Bought as a subscription, measured in prompts and seats.
KoldOS vs Profound
Profound sells seats and tracked prompts. KoldOS sells the implementation that follows the report.
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KoldOS vs Peec AI
Peec AI is an analytics product for marketing teams. KoldOS is the team that acts on the analytics.
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KoldOS vs Otterly.AI
Otterly.AI monitors prompts from $29 a month. KoldOS does the work the monitoring points at.
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KoldOS vs Scrunch AI
Scrunch AI monitors and can serve AI agents a parallel site. KoldOS changes the site itself.
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02 Suite
AI modules inside an existing SEO suite
AI visibility added to a platform you may already pay for. Usually cheaper to adopt, and usually narrower than a dedicated tool.
KoldOS vs Semrush AI Visibility Toolkit
Semrush adds AI visibility to a suite marketers already run. KoldOS is the delivery arm, not another tab.
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KoldOS vs Ahrefs Brand Radar
Brand Radar reads a huge prompt database. KoldOS reads one site and then changes it.
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KoldOS vs BrightEdge AI Catalyst
BrightEdge bundles AI tracking into an enterprise SEO platform. KoldOS is a small agency that implements.
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KoldOS vs Writesonic
Writesonic generates articles and tracks visibility in one subscription. KoldOS rewrites what already exists.
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Cheaper than any of them
Find out what is broken before you buy anything.
A subscription tells you that you are absent from answers. The free checker tells you why, across twenty-three checks, with every finding traced to a line in your HTML. No account and no email.