AI Visibility
measured42/100
Frequently Cited · in AI Agents
measured from this brand's audit prompts
AEO Readiness
fundamentals4/100
Weak fundamentals
Avg Prompt Score
3
across 344 prompts
AI Share of Voice
3%
across 344 prompts
Critical Issues
6
critical + high
Shortlist Position
0/72
Not Visible · Ai Agents Discovery
How AI Visibility breaks down
in AI Agents
Composite = 50% coverage + 30% engine breadth + 20% position, measured across this brand's own audit prompts (it isn't in a tracked category rollup yet). Position and citation depth join the score once the aggregation pipeline captures them. This is the measured Visibility score — separate from AEO Readiness, which scores fundamentals.
Per-stage performance
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 Inventive.AI is visible in
2Your visibility gap
Inventive.AI surfaces in 0/72 Ai Agents discovery prompts. Claim this profile to see which 72 prompts you're missing and how to win them.
Executive summary
Inventive.ai is a B2B SaaS (AI-powered RFP & questionnaire response management) with strong evaluation-stage signals on G2 (26 reviews on the seller page) and first-party comparison content (e.g., Tribble vs Inventive AI). The biggest AI citation risk is discovery-stage invisibility for generic “AI agents software” and use-case queries (e-commerce, marketing automation, customer support, lead generation, healthcare) because the site’s category framing is RFP-centric rather than “AI agents” across those industries—fix by publishing dedicated, crawlable “AI agents for [use case]” pages that explicitly answer each gap query and link to pricing + proof.
Based on audit of inventive.ai · May 8, 2026