Columns
Ask your spreadsheet a question, get an answer on every row
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Upload a CSV, type a question in plain English, and every row answers. "Is this a fit for commercial B2B services?" across 5,000 scraped leads, in minutes. Every answer carries a confidence value, so Columns tells you which rows to check instead of asking you to trust all of them. All your questions about a row are answered in one request, so the 6th column costs almost nothing. Re-run after adding rows and you only pay for the new ones. Running on JEV! (Typsafe AI)
PH · launched Sep 24, 2026 · 2 upvotes (top 26%) · 0 views
Niche: spreadsheet tools and extensions · 138 launches, 6 in the last 7 days ▼ -67% · Explore this niche →
Category and tags
- Horizontal
- Analytics & BI
- B2B
- AI-native
- Commercial product
- Productivity
- Spreadsheets
- Artificial Intelligence
Visit website ↗ Source listing ↗
More like this: all 138 launches in spreadsheet tools and extensions →
Could you build this?
Yes It simply parses an uploaded CSV and runs batched prompt evaluations against an LLM API (like OpenAI) with structured outputs for each row.
Competitors
Other products that read as similar to this one : 314 launches clear the similarity bar, closest 8 shown.
Attention rank: #87 of 315 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 286 days after the earliest competitor.
- CSV Change Audit · ph · 2026-11-13 · 1 upvotes · similarity 0.53
- MindySheets · ph · 2026-10-03 · 2 upvotes · similarity 0.52
- CSV Quick Check · ph · 2026-09-17 · 1 upvotes · similarity 0.51
- DataChat · ph · 2026-10-21 · 1 upvotes · similarity 0.50
- RangePaper · ph · 2026-11-01 · 1 upvotes · similarity 0.50
- Likely · ph · 2026-10-15 · 1 upvotes · similarity 0.50
- Every Number · ph · 2026-11-10 · 1 upvotes · similarity 0.48
- Rowvana · ph · 2026-10-04 · 1 upvotes · similarity 0.47
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.