AI Visibility
measured18/100
Emerging · in Vertical SaaS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals54/100
Some gaps
Avg Prompt Score
7
across 157 prompts
AI Share of Voice
7%
across 157 prompts
Critical Issues
4
critical + high
Shortlist Position
0/80
Not Visible · Point Of Sale Discovery
How AI Visibility breaks down
in Vertical SaaS
Composite = 50% coverage + 30% engine breadth + 20% position, measured in the brand's strongest category. 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 Celerant Technology is visible in
1Your visibility gap
Celerant Technology surfaces in 0/80 Point Of Sale discovery prompts. Claim this profile to see which 80 prompts you're missing and how to win them.
Executive summary
Celerant is a B2B retail POS vendor with meaningful AI-citation inputs from G2 (13 reviews, 3.7/5) and active first-party POS/inventory content. The biggest reason it’s missing from shortlist discovery prompts like “top point of sale tools for retail stores” and “best point of sale software for small businesses” is that its evaluation/conversion surfaces (notably crawlable pricing + structured evaluation schema) are not strong enough for AI engines to confidently shortlist it.
Based on audit of celerant.com · Sep 1, 2026