Summarize Product Hunt launch feedback into competitor insights

Scrapes comments from competitor Product Hunt launches and turns them into a clear summary of strengths and weaknesses.

How the work actually flows

A straight line. Runs once per each tracked product.

Pattern: Sequence (1) ยท Multiple Instances with a priori Design-Time Knowledge (13)

flowchart TD trig(("tracking list is run")):::human s0[("read tracked product list")]:::store s1[["scrape competitor launch comments"]]:::mi s2["summarize strengths and weaknesses"]:::svc s3[("save summary to spreadsheet")]:::store s4["confirm completion in chat"]:::svc trig --> s0 s0 -->|"one per each tracked product"| s1 s1 --> s2 s2 --> s3 s3 --> s4 out[/"spreadsheet updated with competitor insights"/]:::out pay{{"faster competitor intelligence for positioning"}}:::pay s4 --> 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
An outside serviceRuns 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 SystemsMessaging & NotificationsSpreadsheet & Database OpsReporting & AnalyticsWeb Scraping & Data CollectionResearch & Market IntelligenceSurvey & Feedback
Connects
Google SheetsSlackGoogle GeminiBrowserAct

The problem it solves

You want to learn from competitor product launches, but reading through hundreds of scattered comments takes hours you don't have. It's easy to miss the patterns in what customers actually liked or complained about.

Who it fits

A product manager, marketer, or founder tracking competitor launches for positioning ideas.

How it works

  1. You keep a spreadsheet listing the product names you want to track
  2. The system visits each Product Hunt launch page and collects the public comments
  3. AI reads through the comments like a competitive analyst
  4. It writes a summary along with the top positive points, negative points, and recommendations
  5. The results are saved to your spreadsheet and a message confirms it's done
What you get

Competitor strengths and weaknesses laid out clearly

You get a clear, analyst-style summary of what people are saying about competitor launches, with strengths, weaknesses, and recommendations ready to read.

What you get

A spreadsheet row per product with a summary, key pros and cons, and recommendations pulled from real customer comments.

What you need

A web scraping account, a Google account, and a Slack workspace.

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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