Real feedback from real users, in real-time

What changed

Two things shipped together because they only work as a pair:

1. Outcome chips at the bottom of every experiment, blog post, and tool page. Six tap-to-share chips: Recovered failed payments, Activated new users faster, Saved cancelling customers, Caught at-risk accounts earlier, Improved lifecycle emails, and Some conversion revenue. One tap, no typing.
2. A community toast. When someone votes, a small notification appears site-wide showing the company stage and the outcome. Real signal, not testimonials anyone wrote on their own.

Why it ships now

The retention space is full of tools that say they work. There's a lot less proof of which tactics actually moved the needle for which kind of team. That's the gap.

The chips solve a measurement problem: most readers won't write a paragraph telling you a guide helped them, but they'll tap one chip if it takes a second. Stage gets stamped from the Health Check cookie (founder, mid-market, enterprise) so signal is segmented automatically. The result is a slow-building dataset of "what actually worked for teams like yours," not five-star reviews.

The toast solves a discovery problem: most visitors leave a page without knowing whether anyone else found it useful. Real-time social proof from real users — not a hardcoded "5,000+ teams trust us" — keeps the loop visible.

The mechanic, end to end

• Visit any experiment, blog post, or tool page
• Read the content. At the bottom, you see "Did running this work for you?" with the six outcome chips
• One tap records a vote. You get a tailored next step ("looks like you needed Y — here's the page")
• The vote shows up in the community toast across the site, stamped with stage but not identifying info
• Outcome counts roll up into public leaderboards that show which tactics actually delivered which outcomes for which company stage

The leaderboards are the real long-term play. Once enough teams have voted, ChurnTools becomes the only place on the internet where you can see — segmented by company stage — which retention tactic actually delivered which result. That's a dataset no other tool can replicate.

Privacy details

• No login required
• No email, name, or identifying data captured at vote time
• Stage signal pulled silently from the Health Check cookie if present; otherwise omitted
• A visitor token lets us deduplicate repeat votes without identifying anyone
• Validated outcome keys only — no free-text submission, no abuse vector

Where to see it

Live everywhere already. Try it on a recent piece of content:

• The full experiment library — every playbook has chips at the bottom
• The blog — every post including the 34 new buyer's guides
• The tools directory — every tool detail page

What's next

• Public outcome leaderboards by experiment, tool, and tactic
• Segmented views: "What actually worked for SaaS teams under $5M ARR"
• Stage-aware recommendations on the Health Check result page driven by aggregated outcome data

Tiny change. Big compounding effect.