AI Visibility
measured46/100
Frequently Cited · in Knowledge Base
measured from this brand's audit prompts
AEO Readiness
fundamentals68/100
Solid fundamentals
Avg Prompt Score
8
across 213 prompts
AI Share of Voice
3%
across 193 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Knowledge Base
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.
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.
Seismic is highly likely to be cited for sales enablement evaluation queries because it has strong G2 authority (1,636+ reviews and a 4.7★ rating per your pre-verified context) plus enterprise analyst recognition (Forrester Wave: Revenue Enablement Platforms, Q3 2024). The biggest AI-citation risk is evaluation-stage queries that require crawlable pricing and structured product metadata (e.g., “How much does Seismic cost?” and “What is the best sales enablement software for sales content management and sharing?”) because pricing appears to be demo/contact-led rather than publicly tiered.
Based on audit of seismic.com · Apr 1, 2026