
Protocol Deviation
Attrifast
Undebt.it
EveryDollar
Google Analytics
BudgetAI.ai
BudgetLabs
Plausible.io
XYZ Lab
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Attrifast's answer:
Attrifast's answer:
Attrifast is the only analytics tool in its price range that joins three layers most vendors sell separately: cookieless web analytics, AI visibility monitoring (does ChatGPT recommend you or a rival?), and payment-verified revenue attribution. Every paid order or Stripe subscription is matched server-side to the visitor session that produced it, so channels — including AI engines like ChatGPT, Perplexity, Claude, and Gemini — are reported as revenue lines, not session counts. The tracking script is about 4 KB, sets no cookies, and needs no consent banner in most jurisdictions.
Attrifast's answer:
Pick by job. GA4 is free but files most AI-referred visits under "Direct" and never sees your Stripe revenue. Privacy tools like Plausible or Fathom are excellent at pageviews but stop before the payment. Attribution suites like Triple Whale, Hyros, or Northbeam do the revenue join but start at $219–$1,500/month and are built for paid-media teams. AI visibility tools like Otterly monitor mentions but can't tell you what a mention earned. Attrifast does the session-to-payment join with AI engines split out, at $9.99/month — if you need deep ad-creative analytics or enterprise media mix, the tools above are the better fit, and we say so in our comparisons.
Attrifast's answer:
Bootstrapped SaaS founders running on Stripe, Shopify and ecommerce store owners, and small marketing agencies reporting revenue to clients — typically 1–50 person companies where the founder or one marketer owns growth. The common trait: they need to know which channel actually produces paying customers, find GA4 overkill, and can't justify enterprise attribution pricing.
Attrifast's answer:
Founder Vincent Ruan spent two years duct-taping GA4 exports to Stripe payouts for the Shopify store he co-ran, then watched Safari's ITP quietly erase 30%+ of his paid-search attribution overnight. When AI assistants started sending traffic that landed in GA4 as "Direct," the gap became the product: he wrote a ~4 KB first-party tracking script, wired it to Stripe webhooks, and built the channel-to-revenue join he'd been faking in spreadsheets. Attrifast also publishes original research from a 200-site Stripe-connected benchmark cohort at attrifast.com/research.
Attrifast's answer:
Next.js on Vercel for the frontend, a Node.js API with PostgreSQL, and a dependency-free ~4 KB vanilla JavaScript tracker. Attribution runs server-side: Stripe and Shopify webhooks are joined to first-party session records, with AI-engine detection based on referrer and user-agent fingerprinting rather than third-party cookies.