This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Product upvotes vs the next 3
Waiting for data. Loading
Product comments vs the next 3
Waiting for data. Loading
Product upvote speed vs the next 3
Waiting for data. Loading
Product upvotes and comments
Waiting for data. Loading
Product vs the next 3
Loading
Verity – AI Data Whisperer
Strictly data-driven AI commentary – no hallucinations.
Drop a CSV within Verity. No hallucinations. Just your data. Most AI tools ship your data out and invent trends. Verity runs entirely in your browser. What makes it different: • Your file never leaves your device • AI comments only on real statistics (never guesses) • Instant analysis with plain JavaScript • No tracking, no signup Try the demo – messy fashion data → clean insights in one click with your Excel file. Verity computes statistics in your browser — no upload, no backend.
Maker here. 👋
Most AI analytics tools send your data to the cloud and let the model invent trends. I built Verity to flip that.
100% local. Your CSV never leaves your browser. The AI sees only pre-calculated statistics — KPIs, correlations, outliers — and is forbidden to guess beyond your actual numbers.
Why I built this: I was tired of dashboards nobody uses and AI tools that hallucinate fake insights. I wanted a tool that gives me a truthful answer I can email to a boss or client in 5 minutes. No signup. No cloud. No SaaS fatigue.
Try the demo — load the messy fashion sales dataset and see automatic cleaning + truthful AI commentary in one click.
Would love your feedback. What datasets would you want to run through this? 👇
About Verity – AI Data Whisperer on Product Hunt
“Strictly data-driven AI commentary – no hallucinations.”
Verity – AI Data Whisperer was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #152 on the daily leaderboard. Drop a CSV within Verity. No hallucinations. Just your data. Most AI tools ship your data out and invent trends. Verity runs entirely in your browser. What makes it different: • Your file never leaves your device • AI comments only on real statistics (never guesses) • Instant analysis with plain JavaScript • No tracking, no signup Try the demo – messy fashion data → clean insights in one click with your Excel file. Verity computes statistics in your browser — no upload, no backend.
On the analytics side, Verity – AI Data Whisperer competes within Analytics, Artificial Intelligence and Data Visualization — topics that collectively have 646.4k followers on Product Hunt. The dashboard above tracks how Verity – AI Data Whisperer performed against the three products that launched closest to it on the same day.
Who hunted Verity – AI Data Whisperer?
Verity – AI Data Whisperer was hunted by Wei Yin. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Verity – AI Data Whisperer including community comment highlights and product details, visit the product overview.
Wei Yin