See what tools people want before you build them

What people say about AI and software tools online, turned into buildable ideas.

1,044,331

mentions analyzed

577,739

signals classified

opportunities this week

Tool ideas to build - July 6, 2026

#IdeaScale

7Privacy compliance checker for AI chat integrations Enterprise

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The online conversations behind these opportunities

Across 201,109 mentions and 18 categories, bugs and reliability are the dominant complaints by a massive margin - bugs alone account for 80,887 mentions. People do like strong features and good integrations when they work, but the gap between what tools promise and what they actually deliver is enormous. The clearest opportunity in this market is not building something new - it's making what exists actually work.

What people like

Strong, capable features that get the job done
Easy to pick up and use quickly
Good integrations that connect their stack
AI quality when it actually performs well
New releases that show progress

What people want

Want tools to stop shipping broken updates
Want consistent uptime and stable performance
Want missing core features finally added
Want better integrations with their existing tools
Want cleaner, less confusing interfaces

Categories covered this week

Coding71,981 mentions Software44,636 mentions AI Chat21,685 mentions Finance12,408 mentions Cloud Storage11,249 mentions Project Management7,970 mentions Security6,874 mentions Marketing5,190 mentions E Commerce4,465 mentions Design4,145 mentions AI Image3,325 mentions Business2,600 mentions CRM2,510 mentions Communication2,477 mentions Video Editing1,618 mentions AI Video1,524 mentions AI Writing1,444 mentions Education1,376 mentions

Top complaints overall

Bugs81525