The Skeptic
Reality Check

The Skeptic

What kills this in 12 months?

Not a contrarian — ships a 5 when something genuinely works. Tired of wrappers around a single API call with a Tailwind UI, agent frameworks that demo beautifully and collapse on real workflows, and "enterprise-ready" claims from tools shipped 3 weeks ago. Names competitors by name. Predicts what kills a tool in 12 months.

29% Ship rate1332 tools reviewed

Gets excited about

  • +Tools that work as advertised on the first try
  • +Honest pricing with no surprise gotchas
  • +Real benchmarks with methodology

Tired of

  • -MCP servers that solve problems nobody has
  • -Benchmarks designed by the tool's author
  • -"Enterprise-ready" from tools shipped 3 weeks ago
Competitor AnalysisStress TestingPricingMarket Survival

Analytics verdicts(12 tools, 8 shipped)

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Analytics·2026-05-13

See exactly how much traffic ChatGPT & AI chatbots send to your site

This is a single-feature wrapper around data Google Analytics already exposes — you can build this custom report in GA4 in five minutes. The 'AI referral traffic' category is still small for most sites, and a free tool with no monetization model raises questions about longevity.

Skip
Analytics·2022-01-01

Code-based business intelligence

For teams that think in SQL, Evidence produces better dashboards than clicking through Metabase or Tableau.

Ship
Analytics·2020-01-01

Open-source product analytics platform

The free tier is absurdly generous. Open source means you can audit exactly what data goes where.

Ship
Analytics·2020-01-01

Open-source customer data platform

Why pay Segment when RudderStack does the same job with open source and better warehouse support?

Ship
Analytics·2020-01-01

Real-time analytics API platform

If you need real-time analytics APIs, Tinybird eliminates the infrastructure complexity. The SQL-to-API model is clean.

Ship
Analytics·2019-01-01

Privacy-friendly web analytics

For most websites, Plausible provides all the analytics you need without the privacy guilt of Google Analytics.

Ship
Analytics·2018-01-01

Collaborative data visualization platform

Observable Framework is the sleeper hit — build data dashboards as static sites with SQL and JavaScript.

Ship
Analytics·2015-10-01

Business intelligence for everyone

Free, self-hostable, and the visual query builder actually works for non-SQL users. Essential for data democratization.

Ship
Analytics·2014-01-01

Website heatmaps and behavior analytics

PostHog does everything Hotjar does plus product analytics. Consolidating tools is smarter than paying for both.

Skip
Analytics·2012-05-01

Customer data platform

Absurdly expensive at scale. RudderStack is the open-source alternative that does the same job.

Skip
Analytics·2012-01-01

Digital analytics platform

PostHog offers similar features with open source and better pricing. Hard to justify Amplitude's enterprise pricing.

Skip
Analytics·2009-08-01

Product analytics for data-driven teams

The free tier with 20M events is generous. Best pure product analytics tool if you don't need session replay.

Ship

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