REPLACEMENT BRIEF

analytics

Can AI replace DataFast?

EDITORIAL ANSWERKINDACurated prompt

The pageview half is the same weekend build as any Umami clone. Revenue attribution is where it stops being a weekend: the visitor who tapped your launch post on a phone must recognizably be the customer who pays on a laptop three weeks later, and the naive localStorage-plus-email version an agent hands you under-counts every cross-device path and every cleared browser. You can build the dashboard in a weekend; trusting it enough to move ad spend keeps costing you weekends.

Record pageviews with their UTM and referrer channel, bind the anonymous visitor to a customer at signup, then take Stripe webhooks and show revenue per channel.

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AT A GLANCE

price
$9/mo
listed annual price
$108/yr
replaceable scope
Record pageviews with their UTM and referrer channel, bind the anonymous visitor to a customer at signup, then take Stripe webhooks and show revenue per channel.
build time
weekend for the dashboard, multi-day to trust the numbers
Build promptreviewed prompt · not run

the prompt

Curated prompt
Build me a revenue attribution dashboard for one site, to replace DataFast. Requirements:

- Node + Express + better-sqlite3, one process behind Caddy on my own VPS.
  Server-rendered pages, no frontend framework, no build step.
- A tracker snippet under 2 KB: navigator.sendBeacon sends path, referrer and
  any utm_* params, keyed to a first-party visitor id in localStorage. No
  third-party cookies.
- Attribution is the whole point. Per visitor store first-touch and last-touch
  channel, from utm_source/utm_medium/utm_campaign, else by parsing the
  referrer host into google / x / reddit / hn / direct. Never overwrite
  first-touch.
- An /identify endpoint I call after signup with the user's email, which binds
  the anonymous visitor id to a customer row.
- A Stripe webhook for checkout.session.completed, invoice.paid and
  customer.subscription.deleted: verify the signature, match on email, write
  revenue against that visitor. Webhook secret and API key from .env.
- Dashboard on localhost behind one bearer token from .env: a channel table
  with visitors, signups, customers, MRR and revenue per visitor over 7/30/90
  days. Tables and one inline SVG bar chart, nothing else.
- Drop known bots against a user-agent blocklist before anything is counted. No
  accounts, no telemetry, one SQLite file I can copy off the box.
- Out of scope: cross-device identity stitching, multi-touch models, the live
  visitor feed, purchase-likelihood scoring, team seats and an MCP server. One
  domain, single-touch, single-device.
- README: the script tag, the /identify call, `stripe listen` for testing
  webhooks locally, and an honest paragraph on where the numbers lie · a
  phone-to-laptop journey counts as two visitors, cleared localStorage counts
  as a new one, and a customer who pays from a different address never matches
  at all.
Copy or open in an agent

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what AI can build

Record pageviews with their UTM and referrer channel, bind the anonymous visitor to a customer at signup, then take Stripe webhooks and show revenue per channel.

The prompt was editor-reviewed; no completed build is recorded.

The honest tradeoff

why people still pay

An attribution number you don't trust is worse than none — you spend against it. Paying keeps someone else maintaining bot filters, Stripe and Shopify connectors, and the identity stitching while you sell, and $9 a month beats the quarterly weekend of keeping your own honest.

what you lose

identity stitching across devices, browsers and cleared storage

bot and AI-crawler filtering that stays current without you

one-click installs for Shopify, Webflow, WordPress and 20 other platforms

the live visitor feed and purchase-likelihood scoring

the hosted MCP server and CLI for querying the data in plain English

EVIDENCE LEDGER

What this page can prove

The verdict judges replaceability. The evidence level records what DeepFeather actually checked.

Read the methodology →
evidence level
Curated prompt

The prompt was editor-reviewed; no completed build is recorded.

replacement boundaryRecord pageviews with their UTM and referrer channel, bind the anonymous visitor to a customer at signup, then take Stripe webhooks and show revenue per channel.

known limits · identity stitching across devices, browsers and cleared storage; bot and AI-crawler filtering that stays current without you

editorial reviewawaiting manual review

BUILD FEEDBACK

Did you try this build?

Report the outcome. Submissions enter a manual evidence queue and never auto-upgrade the verdict.

questions

Can AI replace DataFast?

Possibly for a narrower core workflow, but this catalog judgment is not a verified build. Expected gaps include: identity stitching across devices, browsers and cleared storage, bot and AI-crawler filtering that stays current without you. Validate the prompt against your own acceptance criteria before committing.

How much does DataFast cost?

DataFast is listed at about $9/month (Starter, checked 2026-08-02), or $108 per year. This is a pricing reference, not evidence of a completed replacement or realized savings.

What do I lose by replacing DataFast?

Honestly: identity stitching across devices, browsers and cleared storage; bot and AI-crawler filtering that stays current without you; one-click installs for Shopify, Webflow, WordPress and 20 other platforms; the live visitor feed and purchase-likelihood scoring; the hosted MCP server and CLI for querying the data in plain English. If any of those are load-bearing for you, keep paying.

Is there an open-source alternative to DataFast?

Yes — PostHog (Open source and self-hostable, with revenue analytics and channel attribution already built), Plausible (Open source analytics with goals and revenue goals; the Stripe join is still yours to write), Umami (Lightweight self-hosted analytics with UTM tracking and no revenue side at all). Using prior art is also a valid exit; the prompt is for when you want it exactly your way.