Nicheloom visits: 58,069 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,953 launches · Niche of the day: specialized calculation tools · See what launched today →

Every Number

Turn your spreadsheet into a dashboard that shows its work

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

Drop in the spreadsheet or CSV you already report from. Every Number turns it into a dashboard where every number opens its receipt: the rows it counted, what it left out, and the math. The AI reads column names only and never types a number. Try it on your own file right now, no account needed.

PH · launched Nov 10, 2026 · 1 upvote (top 65%) · 0 views

Niche: business intelligence and analytics dashboards · 99 launches, 8 in the last 7 days ▼ -43% · Explore this niche →

Category and tags

  • Horizontal
  • Analytics & BI
  • B2B
  • Not AI
  • Commercial product
  • Analytics
  • Spreadsheets
  • Data Visualization

Visit website ↗ Source listing ↗

Could you build this?

Yes The core is parsing an uploaded CSV, computing aggregates, and rendering a dashboard where each figure links to its source rows and formula. The 'AI reads column names only' constraint is a design choice that a builder can implement with standard tooling.

Competitors

Other products that read as similar to this one : 376 launches clear the similarity bar, closest 8 shown.

Attention rank: #162 of 377 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 284 days after the earliest competitor.

  • Dropboard · ph · 2026-11-09 · 1 upvotes · similarity 0.51
  • Receipt to Excel · ph · 2026-10-17 · 1 upvotes · similarity 0.50
  • Columns · ph · 2026-09-24 · 2 upvotes · similarity 0.48
  • Sheet AI · ph · 2026-11-14 · 1 upvotes · similarity 0.48
  • BankSheet · ph · 2026-09-22 · 1 upvotes · similarity 0.47
  • CountIt inventory Management · ph · 2026-10-15 · 1 upvotes · similarity 0.46
  • DropSheet · ph · 2026-09-22 · 1 upvotes · similarity 0.46
  • GlimDocs · ph · 2026-10-30 · 2 upvotes · similarity 0.45

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.