An r/SideProject post described 3 hours per idea spent validating concepts that the founder abandoned three days later. The pain is real. Five search APIs ranked for tighter idea-validation loops.
Scavio compresses idea validation to under 30 minutes by pulling SERP, Reddit, and YouTube simultaneously for a query, then passing the bundle to an LLM for a single-page validation memo.
Full Ranking
Scavio
30-min validation loops
- Multi-surface in 1 call set
- Reddit demand signal
- BYO LLM and prompt
Tavily
Single-call validation summaries
- LLM-tuned answers
- Single surface
Exa
Semantic competitor discovery
- Embedding ranking
- Pricier
Perplexity Sonar API
Drop-in answer with citations
- Citations included
- Less control over surfaces
Manual: ChatGPT + Google + Reddit
Lowest-cost prototyping
- Free-ish
- Slow, doesn't scale
Side-by-Side Comparison
| Criteria | Scavio | Runner-up | 3rd Place |
|---|---|---|---|
| Time per validation | 20-30 min | 30-45 min | 30-60 min |
| Reddit demand signal | Yes (1st-class) | Limited | Limited |
| Cost per validation | $0.05-0.20 | $0.10-0.30 | $0.20-0.80 |
| Best for | Indie founders | Single-shot | Manual workflow |
Why Scavio Wins
- The 3-hour validation pain is mostly tab-juggling: search results, Reddit threads, YouTube reviews, competitor pricing, all in different windows. Scavio collapses three of those into one API call set, so the bundle hits the LLM in one prompt.
- Reddit demand signal is the most overlooked part of idea validation. r/SaaS, r/Entrepreneur, r/SideProject threads explicitly debate whether a problem is real. Scavio's reddit/search query returns the most-upvoted threads and their comment counts.
- Honest tradeoff: Perplexity Sonar's drop-in answer-plus-citations is faster for the first pass. For founders who already trust an LLM verdict and just want a one-call answer, Sonar wins. Scavio gives more raw data for founders who want to interpret it themselves.
- Cost math: a 30-min validation that calls /search, /reddit/search, /youtube/search uses ~5-10 credits = $0.02-0.05. At 4 ideas/day, that is ~$3/mo. The free tier covers most indie validation work.
- Speed is the moat: an idea-validation loop that returns a verdict in 20 minutes lets founders triage 20 ideas in a workday. The 3-hour loop limits triage to 2-3 ideas before fatigue.