Find startup ideas by scanning Reddit complaints with AI

The system scans Reddit for posts about unmet needs and has AI suggest possible startup ideas for each one.

How the work actually flows

A straight line. Runs once per each reddit post found.

Pattern: Multiple Instances with a priori Run-Time Knowledge (14)

flowchart TD trig(("user starts subreddit search")):::human s0["pull top posts"]:::task s1["clean up post details"]:::task s2[["AI suggests startup idea"]]:::mi s3[("save idea to spreadsheet")]:::store trig --> s0 s0 --> s1 s1 -->|"one per each Reddit post found"| s2 s2 --> s3 out[/"spreadsheet of ideas from complaints"/]:::out pay{{"validated startup ideas without manual scrolling"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
A stepRuns once per itemA personA record or sheetResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsSpreadsheet & Database OpsResearch & Market Intelligence
Connects
RedditGeminiGoogle Sheets

The problem it solves

Finding a real problem worth building a business around usually means hours of scrolling through forums hoping to spot a pattern. Reading every complaint or wish-list post by hand across multiple communities isn't realistic. You want a shortlist of validated problems and possible solutions without doing the digging yourself.

Who it fits

Best for entrepreneurs and product people looking for validated startup ideas.

How it works

  1. You start the search across a set of subreddits
  2. The system pulls top posts that mention unmet needs or missing tools
  3. The relevant post details are collected and cleaned up
  4. AI analyzes each post and suggests a possible startup idea, target user, and how to build it
  5. Everything is saved to a spreadsheet for review
What you get

Startup ideas surfaced from real complaints

You get a spreadsheet of startup ideas pulled from real unmet needs people post about on Reddit.

What you get

A spreadsheet of real user complaints paired with AI-suggested startup ideas and target users.

What you need

A Reddit API account, a Google Gemini account, and a Google Sheets account.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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