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CLUSTER OPTIONS-DECISIONS-MAKE · 56 ENTRIES · EARLIEST ENTRY 2021-04-09

Decision support and comparison apps

This cluster comprises web and mobile apps that guide users through decisions using comparisons, voting, pros/cons lists, weighted criteria, or structured methods like AHP. The dated history shows entries scattered from April 2021, with a more regular presence from January 2025 through June 2026. The traction leaders by activity signal — Decision_Journal, sage-suggestions, and RedvsBlue — all have zero stars, indicating minimal user traction.

Entry timeline

ENTRY TIMELINE

APR 2021: 1DEC 2021: 1FEB 2025: 1MAR 2025: 1APR 2025: 1AUG 2025: 1OCT 2025: 1DEC 2025: 1FEB 2026: 2MAR 2026: 1AUG 2026: 30SEP 2026: 10OCT 2026: 5
APR 2021OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 13 ai-built · 1 hand-coded · 6 unlabelled

Operator · 4 hobby · 1 commercial · 2 open source · 13 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 20 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 21pop-choice-cloudflare0★1 yrabandonedlivehobbyWeb app that uses artificial intelligence to help users quickly decide between multiple options or choices.
  2. 22Bolt-Homebuyer-Optimizer0★1 yrabandoned—ai-builtTool that helps homebuyers optimize decisions by comparing options and analyzing costs.
  3. 23decision-tree0★1 yrabandonedliveai-builtWeb app that guides users through a decision tree to determine an outcome based on their choices.
  4. 24Open Pros & Cons0★4 yrabandonedlivehand-codedopen sourceMobile app that lets users create pros and cons lists to support decision-making.
  5. 25Decisions0★1 yrabandonedliveopen sourceAndroid app that helps users make decisions by listing pros and cons and providing a recommendation based on weighted arguments.
  6. 26Comparison Table0★unknownliveai-builtWeb app that displays a table for comparing features across multiple products or options.
  7. 27Challenge Generator App0★unknownliveai-builthobbyWeb application that generates custom challenges for users to complete based on selected preferences or categories.
  8. 28BiddyBuddy: Introspective Binary Search0★unknownliveai-builtA web tool that uses an introspective binary search algorithm to help users pick an optimal bid price.
  9. 29Personal Values Map0★unknownliveai-builthobbyInteractive tool that helps a person identify, map, and visualize their core personal values.
  10. 30SaaS Solution Finder0★unknownliveai-builtWeb tool that helps users search and compare software-as-a-service products to find options matching their needs.
  11. 31ProsVsContras0★unknownliveWeb app that helps users compare pros and cons of options to make better decisions.
  12. 32Product Comparison Engine Demo0★unknownliveai-builthobbyWeb app that compares products across multiple industries to help users evaluate options.
  13. 33MY FOUNDATION FINDER0★unknownliveWeb app that compares foundation features to help users find the best match for their needs.
  14. 34What are you looking for?0★unknownliveai-builtWeb app that asks users to choose between two offerings and navigates to the selected one.
  15. 35Value Ranker, 2!0★unknownliveWeb app that lets users pick between pairs of personal values and see their core values rank in order of importance.
  16. 36Membrane Selector0★unknownliveA web app that helps users select appropriate membranes for their applications.
  17. 37Moment - Better decisions, right now.0★unknownliveai-builtWeb app that helps users stop overthinking and make a decision by guiding them to choose the next step.
  18. 38Equipment Comparison Analyzer0★unknownliveai-builtWeb tool that compares specifications and features of different equipment options to help users choose the best fit.
  19. 39Mitgliedschaftsvergleich0★unknownliveai-builtcommercialComparison tool for gym and fitness memberships that helps users evaluate options and choose the best training plan.
  20. 40rug-selection-pro-2.replit.app0★unknownliveai-builtWeb app that helps users select rugs based on their preferences and needs.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.