Sorby vs Aha!
Honest comparison from a practitioner who used both. Written for product leaders deciding whether to switch or evaluate.
TL;DR
Choose Aha! if: You are enterprise, need extreme configurability, have a dedicated admin with weeks for setup, want pixel-perfect control over roadmap visualization.
Choose Sorby if: You want AI doing the structuring work for you, hate configuration for its own sake, prefer opinionated defaults that work in minutes, and target the 3-15 team transition.
Feature-by-feature comparison
| Feature | Sorby | Aha! |
|---|---|---|
| AI-native intake | Yes, day 1 | Limited, mostly suggestions |
| Framework-agnostic (OST, Double Diamond, JTBD) | Yes — configurable per initiative type | Their opinionated framework — configurable but overwhelming |
| Configurable gates (scoring, approval, checklist, custom) | Yes — soft or hard blocking | Workflow automations only, no enforcement gates |
| Insight Quality Score (IQS) | Yes — reusable insights with 0-100 quality score | No insight primitives — research lives in separate tools |
| Scoring formula | RICC (includes Cost of Delay) — or customize | Their fixed scoring only |
| Time to first productive use | 30 minutes | 2-4 weeks typical |
| Learning curve | Minimal — opinionated defaults | Steep — 30+ complaints in G2 |
| Entry price | $149/mo (Starter) | $74/user/mo (Essentials) |
| Pricing model | Per workspace | Per user |
| Target customer | Scaling orgs (3-15 teams) | Mid-market to enterprise |
| Free tier | Yes — 3 users, 50 ideas/mo | No — trial only |
| Roadmap visualization | Basic (V1.5 expands) | Industry-leading |
| Cross-team deduplication | Built in | Manual |
| SOC2 compliance | Type 1 target Q2 2027 | Already SOC2 Type 2 |
Migration path from Aha! to Sorby
Aha! Ideas supports CSV export from the Ideas portal. Export your ideas list, then paste into Sorby. AI will automatically classify, deduplicate, and cluster on ingestion. Typical migration for a 500-idea backlog takes 20-30 minutes.
If your legal team requires data portability before signing, email madin2307@gmail.com and we will work through the export together.
See Sorby in 10 seconds
Paste your current Aha! export on the home page. AI structures it immediately. No account needed.