AI Skill Report Card

Mining Social Replies for Startup Ideas

A-85·Oct 20, 2026·Source: Web

Mining Social Replies for Startup Ideas

Find what people are already begging for, build an audience around solving it for free, then charge only once demand is proven.

14 / 15
Step 1: Find 20 startups that raised seed rounds 3-9 months ago (exclude <3mo old raises)
Step 2: Filter to 5 that sell to the same customer persona
Step 3: Pull founders' last 100 posts on X, extract every unanswered question from replies
Step 4: Turn the top 10 recurring questions into content (no product pitch, tag the startup)
Step 5: Track bookmarks/follow-up replies over 30 days, double down on what pulls people in
Step 6: Build ONE free tool for the most common problem
Step 7: DM your 20 heaviest users a paid feature pitch — 5+ yes = build it
Target: $10/mo x 100 users = $1k MRR
Recommendation▾
Add a third example covering a 'less than 5 yes' scenario to show the re-pricing/re-scoping path in action
15 / 15

Progress:

  • Step 1: Source 20 seed-stage startups (3-9 months post-raise)
  • Step 2: Narrow to 5 with overlapping customer base
  • Step 3: Scrape founders' last 100 posts + all replies
  • Step 4: Extract unanswered questions into a sheet (question, asker, phrasing, context)
  • Step 5: Categorize into: alt-seekers, price complaints, feature gaps ("does it do X"), churned/stuck users
  • Step 6: Rank top 10 recurring questions by frequency
  • Step 7: Create one content piece per question (video demo, pricing comparison, template) — product-free, tag original startup and any better alternative
  • Step 8: Publish daily for 30 days
  • Step 9: Measure bookmarks > likes, follow-up replies, template usage, new-visitor sourcing
  • Step 10: Kill dead topics, double down on winners
  • Step 11: Build one free tool for the top problem; link in bio, seed it into relevant threads
  • Step 12: Collect feedback from free tool users on next-step gaps
  • Step 13: DM top 20 users a paid feature (price + 2-line pitch)
  • Step 14: 5+ yes → build and ship. <5 → re-price or re-scope, don't assume it's dead

Step 3 Detail: Extracting Questions

For each founder, go through the last 100 posts and their reply threads:

  • Record every question asked by someone who is NOT the founder
  • Skip any question the founder already replied to — those are already handled
  • Capture exact wording (this becomes your marketing copy later)
  • Tag each with a category: alternative-seeking / pricing-complaint / feature-gap / onboarding-dropoff

Step 4 Detail: Content Without the Pitch

Match content format to question type:

  • "Can tool X do Y?" → 30-second screen recording of you doing Y
  • Pricing complaints → side-by-side cost breakdown of 5 alternatives at real usage tiers
  • Workflow confusion → free template or mini-guide
  • Multi-tool workaround needed → document the chain; this becomes your Step 6 tool's blueprint
  • Always tag the original startup — if it helps their users, they reshare, and you inherit their audience

Step 5 Detail: Signal Over Vanity Metrics

Ranked by weight:

  1. Follow-up questions in replies (highest intent)
  2. Template/tool usage (demonstrated action)
  3. Bookmarks (intent to return)
  4. New-to-you accounts engaging (audience expansion)
  5. Likes (lowest signal, ignore for decisions)
Recommendation▾
Include guidance or tooling suggestions for scraping/sourcing seed-stage startups (Step 1) since this is the hardest step to operationalize
16 / 20

Example 1: Input: Founder's replies show 14 people over 3 months asking "does this integrate with Notion?" — founder never answered any of them. Output: Record a 30-sec clip showing a manual workaround connecting the tool to Notion via Zapier. Post it tagging the startup. Log "Notion integration" as a top-10 recurring theme and a candidate for the free tool in Step 6.

Example 2: Input: Multiple replies say "$49/mo is steep for a solo founder" across 3 different startups in the same niche. Output: Build a pricing comparison post showing total cost (with add-ons) across 5 tools in that category at solo-founder usage levels. This becomes content piece #1; the pricing-sensitivity segment becomes a target customer profile for the eventual paid feature.

Recommendation▾
Clarify what counts as 'overlapping customer base' in Step 2 with a concrete criterion or example to reduce ambiguity
  • Keep the free tool scoped to exactly one problem — resist expanding scope before you have paying users
  • Use the asker's exact phrasing in your content titles/hooks; it's pre-validated language-market fit
  • Tag generously (startups, better alternatives) — this is free distribution, not charity
  • Price the paid feature low and test fast via DM, not a landing page
  • Treat "fewer than 5 yes" as a pricing/scoping signal, not a "the idea is dead" signal
  • Don't build anything before Step 6 — content and free tools come before any paid product
  • Don't count likes as validation — they're the weakest signal in this system
  • Don't answer questions the founder already addressed — you're filling gaps, not duplicating support
  • Don't skip the 30-day waiting period before building the free tool — you need the signal data first
  • Don't pitch the paid feature broadly before DMing your heaviest users directly
0
Grade A-AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
14/15
Workflow
15/15
Examples
16/20
Completeness
16/20
Format
14/15
Conciseness
13/15