Brand Mentions
brand-mentions
Occurrences where a brand is mentioned in tracked AI responses or prompts.
1 supported plan
Agency
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https://knowatoa.com/
Knowatoa
Cross-engine prompt tracking plus AI bot accessibility audits make it a great fit for solopreneurs and small agencies.
Layout
Plans
Agency
$129
/monthly
AI Responses/mo10,000
Cost per 1K responses$12.90
Scheduleweekly
Locations5 regions
Personas3
LLM Models4
Content GenerationNo
Content Optimizationtrue
LLM Support
ChatGPTGeminiPerplexityClaudeLlamaGrokAI OverviewsAI Mode
Integrations
Custom API
Metric Definitions
Normalized metrics supported by Knowatoa, with vendor-specific naming and caveats attached at the plan level.
5 of 5 metrics
Mention Frequency
mention-frequency
How frequently a brand is mentioned across tracked AI responses or prompts.
1 supported plan
Mention Frequency
Agency
Vendor label: Mention Frequency
Vendor emphasizes mention frequency over a single standardized mention-count definition.
Ranking Positions
ranking-positions
Shows where your brand ranks inside AI recommendations and result sets.
1 supported plan
Agency
1 supported plan
Agency
Share Of Voice
share-of-voice
Relative visibility of a brand compared with competitors across a tracked set of prompts or responses.
1 supported plan
Share of Voice
Agency
Vendor label: Share of Voice
Product Screenshots
Curated first-party product imagery collected from Knowatoa’s public site and help resources.
Videos & Demos
Curated product walkthroughs and demos for Knowatoa, playable without leaving the page.
Published Reviews
Editorial reviews and scorecards that include Knowatoa.
Mentioned
14 Best AI Search Visibility Tools - How to Choose the Best?
Maria Harutyunyan · 2026-01-25 · 14 tools rated
Included as a content-gap and recommendation-focused platform for improving AI presence through better content strategy.
useful for content-led visibility improvement
Mentioned
23 LLM Tracking Tools to Monitor Your Brand's AI Search Visibility in 2026
Romana Kuts · 2026-01-13 · 8 tools rated
Listed in the notable-tools section as a smaller LLM rank-tracking option with a likely niche focus on AI search monitoring.
mentioned as a top-7 tool in another roundup
32
/ 48
AEO Tool Comparison: Transparent Ratings for AI Search Visibility
Aimee Jurenka · 2025-07-29 · 15 tools rated
Cross-engine prompt tracking plus AI bot accessibility audits make it a great fit for solopreneurs and small agencies.
best pick for technical SEO and AI accessibilityvisibility and reachability audits from 24 AI crawlers