What Is Scouttlo?
Scouttlo is an AI-powered SaaS idea discovery platform built for founders who are tired of manually scrolling Reddit and HackerNews looking for problems worth solving. Every day it ingests fresh posts from Reddit (r/SaaS, r/entrepreneur, r/microsaas), Ask HN, ProductHunt, Dev.to, GitHub, and curated RSS feeds — filtering for concrete pain points where people are explicitly asking for tools that don't exist.
The output is a scored, browsable list of opportunities — each rated 1–10 across four dimensions, each linked to the exact source quote that triggered it.
The Scoring System
Every opportunity ScouttloAI surfaces gets scored on four dimensions:
- Urgency — how pressing is the pain right now?
- Market size — how many people have this problem?
- Feasibility — how buildable is the solution?
- Competition — how crowded is the space?
Each idea also shows the exact quote from the original post that triggered it — so you can verify the pain is real and not an AI hallucination. This is a meaningful design decision: the source quote anchors every idea in a real human complaint rather than generated plausibility.
What The Feed Looks Like
The dashboard shows scored opportunities filterable by score, vertical, and industry. A typical day surfaces ideas like AI context monitoring platforms, pre-authorization tracking tools, and agentic AI compliance dashboards — each with a score breakdown and source attribution. The scoring range is narrow enough to be useful: most ideas cluster between 7.5 and 8.5, which reflects real signal filtering rather than everything scoring 10.
Daily Digest
Beyond the dashboard, Scouttlo delivers a daily email digest of the top 5 opportunities every morning. For founders who don't want to log into another dashboard, this is the right default. Five scored, sourced ideas in your inbox before you open your editor is a genuinely useful starting point for a building session.
Pricing
| Tier |
Cost |
What You Get |
| Free |
$0 |
Full dashboard access, daily digest, all scored opportunities. |
| Paid |
Coming soon |
TBA — API access planned for Phase 3. |
Who It Is For
Indie hackers and solo founders who want validated problem signals without spending hours on Reddit. Serial builders who need a daily pipeline of scored opportunities to evaluate. Product teams doing market research who want real pain points rather than survey data. Early-stage founders who haven't committed to an idea yet and want data-driven input on where to look.
Limitations
Scoring is AI-generated: The 1–10 scores are ScouttloAI's assessment, not market validation. An idea scoring 8.5 is worth investigating, not worth building without further research.
No API yet: Dashboard and email digest only. Founders wanting to pipe opportunities into their own tools will have to wait for Phase 3.
Paid tier TBA: Pricing hasn't launched yet — unclear what will remain free vs paywalled.
English-language bias: Public sources skew English-heavy. Some scored ideas currently appear in Spanish, suggesting multilingual expansion is in progress but not yet consistent.
Verdict
Scouttlo does one thing well — it turns the daily noise from Reddit and HackerNews into a short list of scored, sourced SaaS opportunities so you stop scrolling and start evaluating. The source-quote anchoring is the right design choice for trust. The four-dimension scoring is genuinely useful signal. Free, no friction, daily cadence — for founders in idea-hunting mode, this is the tab worth bookmarking.