AISA Score™ - The AI Fluency Assessment
Measure, improve and prove AI fluency across your workforce
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AISA now measures AI fluency across your whole workforce. Every person has a 20 to 40 minute conversation with Aisa and gets an AISA AI Fluency Score™ from 0 to 100. Leaders see it in one dashboard: fluency tiers, a skill heatmap, team strengths and gaps, and where AI training should go first. Re-assess after training to prove what moved. Built on 3,000+ assessments, covering 93% of Anthropic's AI fluency markers. Individuals still take it free, with a full report and a LinkedIn certificate.
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PH · launched Oct 28, 2026 · 2 upvotes (top 23%)
- HR & recruiting
- Analytics & BI
- B2B
- AI feature
- Commercial product
- Analytics
- Artificial Intelligence
- Human Resources
Similar launches
See all 272 similar launches →Could you build this?
Partial The chat-based assessment, scoring UI, and team dashboards are buildable with an LLM and standard charts. A credible 0–100 fluency score needs a validated rubric and psychometric calibration, which vibe coding does not supply.
What it would actually take: The app itself is a conversational interview flow using an LLM with a structured rubric, storing transcripts and scores, plus an admin dashboard with heatmaps and cohort views. The hard part is validity: a scoring model that is reliable, consistent across raters, and tied to observed skills, requiring psychometricians or assessment designers and calibration data from many respondents. Anti-gaming and bias testing also need expertise.
Competitors
Other products that read as similar to this one : 272 launches clear the similarity bar, closest 8 shown.
Attention rank: #34 of 273 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 357 days after the earliest competitor.
- How AI-pilled are you? · ph · 2026-05-09 · 240 upvotes · similarity 0.56
- AI Fluency Assessments done right · ph · 2026-10-07 · 1 upvotes · similarity 0.55
- AI Skills Assessment · ph · 2026-09-18 · 1 upvotes · similarity 0.47
- AI Resume Optimizer · ph · 2026-09-22 · 1 upvotes · similarity 0.46
- AISA™ - AI Super Assistant · ph · 2026-09-22 · 1 upvotes · similarity 0.45
- Confidash · ph · 2026-09-25 · 3 upvotes · similarity 0.45
- NeuraLog AI · ph · 2026-09-25 · 1 upvotes · similarity 0.44
- Resume Optimizer · ph · 2026-09-07 · 1 upvotes · similarity 0.43
Other launches for this product
- No other launches for this product.