Prefect
prefect.io · Python-native data workflow orchestration for modern data engineering
Rank #2 of 100 brands
AI Visibility Score (AVS)
AI Platform Breakdown
ChatGPT (GPT-4o)
25 prompts scored
Claude (Haiku 4.5)
25 prompts scored
Perplexity (Sonar Pro)
25 prompts scored
Scores are averages across 25 prompts per AI platform, covering 5 categories: discovery, comparison, alternatives, use case, and integration queries. Scored via live API calls on May 30, 2026.
Visibility Gaps: Where Prefect Is Missing
These are prompts where buyers couldn't find Prefect in AI search results. Each gap represents lost pipeline from high-intent B2B buyers.
No major gaps found!
Prefect appeared in AI results across all tested prompts.
Gap prompts are selected by counting how many AI platforms failed to mention Prompts where all 3 platforms missed Prefect are the highest priority gaps. Back to full leaderboard
How to Read This Score
80–100
High visibility
60–79
Moderate
40–59
Low visibility
<40
At risk
AVS (AI Visibility Score) is a 0–100 scale measuring how consistently a brand appears in AI-generated recommendations across 25 prompt types and 3 platforms (ChatGPT, Claude, Perplexity). Scores are averaged across platforms and normalized to 100. Methodology: see full leaderboard.
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Prefect is ranked #2 of 100 B2B SaaS brands. See who ranks above them and what's driving their higher scores.
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