What analytics software is worth the price for an early-stage SaaS?
Do early-stage teams lack data or verdicts?
Most early teams do not lack dashboards — they lack rules that turn data into "what to do this week". DAU and retention curves look fine, but no one hands you a verdict on the next move.
How far can free tools take you?
Traffic, sources, search terms and basic events are covered free by Cloudflare Analytics and Google Search Console; add a free GEO base check for the AI-search channel. Below $1,000 MRR there is no need to pay for analytics.
When does paying for analytics make sense?
Two signals: channels are live and you need automated monitoring (AI citations, backlinks, rankings), or diagnosis frequency exceeds once a month. At that point, deterministic diagnosis at $19.9/month beats a pricier data panel.
Run the free growth diagnosis to get your current stage and biggest bottleneck: input product reality, get a stage verdict, a 30-day list, and an explicit do-not-do list.
Free growth diagnosis