AEO Score
1
Limited Presence
Avg Prompt Score
7
across 174 prompts
AI Share of Voice
7%
across 174 prompts
Critical Issues
4
critical + high
Per-stage performance
Discovery
104 brand-level
Cited2%2/104
Share of voice1%avg
Engine consensus33%of engines
Competitors24.5avg/cited
Sentiment—no data
Evaluation
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
Trust
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
Conversion
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors3.8avg/cited
Sentiment—no data
Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.
Categories BugBug is visible in
2Executive summary
Bugbug.io is a B2B SaaS (low-code test automation) with strong AI-citation inputs from G2: 23 reviews at 4.7/5. The biggest risk for AI engines is evaluation-stage citation for “vs/alternatives/pricing” queries—because first-party structured comparison coverage and B2B structured data (SoftwareApplication/FAQPage) are not clearly detectable, and robots.txt/sitemaps couldn’t be verified.
Based on audit of bugbug.io · Jun 9, 2026