The missing layer after analytics and feedback
DataFast is built around channel-to-revenue attribution. MakeThisBetter is built around contextual feedback-to-code. MorePaying owns the paywall blocker-to-deployed-SHA-to-paid-lift loop.
| Decision | DataFast | MakeThisBetter | PostHog | MorePaying |
|---|---|---|---|---|
| Core question | Which channel creates revenue? | What should we improve? | What happened in the product? | Why did a ready-to-buy user stop or pay? |
| Native capture moment | Visit → signup → payment attribution | In-product feedback anywhere | Events, funnels, surveys, experiments | Pricing, checkout, paid, and cancel moments |
| Default evidence | UTM, referrer, journey, revenue | Screenshot, DOM, console, recording | Events, properties, replay, cohorts | Reason, plan, usage, channel, money, Stripe status |
| Agent workflow | MCP, API, and CLI for analytics | Skill, MCP, and CLI turn feedback into code | Analytics and experimentation workflows | Pick the highest-value blocker, ready it, release through a SHA |
| Proof after shipping | Channel and campaign revenue | Feedback moved to shipped and reporter notified | Funnel and experiment metrics | Blocked revenue plus 7/14/30-day paid lift for the release |
| Best fit | Marketing allocation | Broad product feedback | Product analytics platform | Paywall conversion work for SaaS and AI products |