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Revenue attribution for Stripe businesses

Attribution software
without the enterprise tax

Attrifast is attribution software that ties every Stripe payment to the marketing channel that earned it — for $9.99 a month, not $500. First-touch and last-touch models, UTM revenue mapping, and AI traffic broken out by engine.

Start 7-day free trial →

$0 due today · $9.99/mo after trial · cancel anytime

What this page answers

Attribution software records where each paying customer came from and assigns their revenue to that source — organic search, paid ads, email, referrals, or AI engines like ChatGPT. Unlike web analytics, which stops at visits and pageviews, a marketing attribution platform joins traffic data to payment data, so reports show revenue per channel instead of traffic per channel.

Key takeaways

  • • Attribution ≠ analytics: analytics counts visits; attribution software connects visits to revenue.
  • • Pricing spread is extreme: as of July 2026, incumbents run from $57/mo to $1,500+/mo. Attrifast starts at $9.99/mo.
  • • Multi-touch is usually overkill below serious multi-channel ad spend — first-touch plus last-touch answers most SMB budget questions.
  • • AI traffic needs its own rows: 34% of GA4 "Direct" is actually AI-referred (Attrifast 200-site benchmark).
  • • Setup should take minutes: one script tag plus a Stripe connection, not a data-warehouse project.

What attribution software actually does

Strip away the vendor language and every attribution tool performs the same three-step join. The differences are in price, models, and what payment data it can read.

1

Capture the visit

A script on your site records each visitor’s source: referrer, UTM parameters, click IDs, and the landing page. Attrifast does this with a first-party random ID in localStorage — no cookies, no fingerprinting.

2

Capture the payment

When a customer pays, the payment processor reports it. Attrifast listens to Stripe webhooks (configured automatically from a restricted API key) and ingests Shopify orders.

3

Join and report

The payment is matched to the visitor’s session history and credited to a channel under a first-touch and a last-touch model. The dashboard reports revenue and RPV per channel in real time.

That is the whole product category. The reason marketing attribution tools carry some of the highest CPCs in SaaS advertising is not technical complexity — it is that the incumbents priced for enterprises and pass the acquisition cost back to you.

How much do marketing attribution tools cost?

Starting prices as of July 2026, taken from each vendor's public pricing page. Vendors change pricing — always confirm on their site before buying.

ToolStarting priceAttribution modelsTrialBuilt for

Attrifast

From $9.99/mo ($99.90/yr)

First-touch + last-touch

7-day free trial, $0 due today

Stripe SaaS and digital-product businesses that want every payment attributed to a channel

SegMetrics

From $57/mo; advanced reporting from $197/mo

Funnel + LTV attribution

14-day trial

Creators, coaches, and agencies running funnel builders and email platforms

Triple Whale

Free plan; paid from $179/mo, scales with GMV

Multi-touch attribution

Free plan available

Shopify brands that want an all-in-one ecommerce operations layer

Wicked Reports

From $499/mo (tiered by annual revenue)

Multi-touch + cohort LTV

Demo-based

Ecommerce brands that need cohort LTV reporting across many paid channels

Northbeam

From $1,500/mo (under $1.5M/yr ad spend)

Multi-touch + media mix modeling

Demo-based

High-spend ecommerce teams optimizing six-figure monthly ad budgets

Attrifast

Starting price: From $9.99/mo ($99.90/yr)

Models: First-touch + last-touch

Trial: 7-day free trial, $0 due today

Built for: Stripe SaaS and digital-product businesses that want every payment attributed to a channel

SegMetrics

Starting price: From $57/mo; advanced reporting from $197/mo

Models: Funnel + LTV attribution

Trial: 14-day trial

Built for: Creators, coaches, and agencies running funnel builders and email platforms

Triple Whale

Starting price: Free plan; paid from $179/mo, scales with GMV

Models: Multi-touch attribution

Trial: Free plan available

Built for: Shopify brands that want an all-in-one ecommerce operations layer

Wicked Reports

Starting price: From $499/mo (tiered by annual revenue)

Models: Multi-touch + cohort LTV

Trial: Demo-based

Built for: Ecommerce brands that need cohort LTV reporting across many paid channels

Northbeam

Starting price: From $1,500/mo (under $1.5M/yr ad spend)

Models: Multi-touch + media mix modeling

Trial: Demo-based

Built for: High-spend ecommerce teams optimizing six-figure monthly ad budgets

Prices verified on vendor pricing pages, July 2026. Wicked Reports tiers by annual revenue and Northbeam by ad spend; Triple Whale pricing scales with GMV.

The honest framing: these are different tools for different jobs. If your revenue runs through Stripe and you want channel-level answers, you do not need to pay ecommerce ad-optimization prices to get them.

Revenue attribution software, reduced to what SMBs use

Every feature below ships in the $9.99/month Starter plan. Pro ($49/month) adds deeper AI visibility — 30 prompts, scans every 10 days, sentiment, topics, gap analysis — plus 3 websites, 100k events/mo, 5 seats.

Stripe-native revenue attribution

Connect Stripe with a restricted API key and webhooks are configured automatically. Every payment, subscription, and invoice is matched to the visitor session that produced it.

Revenue Per Visitor by channel

RPV is the core metric: dollars generated per visitor from each channel. It exposes channels that look big on traffic but contribute little revenue.

First-touch and last-touch models

See which channel created demand (first touch) and which closed it (last touch), side by side. No black-box algorithmic weighting to second-guess.

AI engines as separate revenue lines

ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, and Copilot each get their own revenue line — not lumped into Direct or Referral.

UTM campaign revenue mapping

Every utm_source, utm_medium, and utm_campaign is tied to the Stripe revenue it produced, so campaign reports show dollars, not clicks.

Cookieless and privacy-first

Visitor identity is a random first-party ID in localStorage. No fingerprinting, no cross-site tracking, and no consent banner needed in most setups.

Shopify order tracking

Selling on Shopify instead of (or alongside) Stripe? Orders flow into the same channel-level revenue reporting.

Real-time dashboard

Traffic and revenue update live. Launch a campaign and watch attributed revenue arrive — no 24-48 hour processing delay.

2-minute setup

One script tag plus a Stripe connection. No tag manager, no data warehouse, no onboarding call required.

Do you need multi touch attribution tools?

Plain answer: Attrifast does first-touch and last-touch attribution. It does not do algorithmic multi-touch, and we would rather say that here than let you find out in a trial.

When first + last touch is enough

  • ✓You run a handful of channels — content, one or two paid channels, email, referrals.
  • ✓Your decisions are budget-shaped: which channel to double down on, which to cut.
  • ✓First touch answers "what creates demand"; last touch answers "what closes it." For most SMB decisions, that is the whole question.
  • ✓You would rather have two transparent models you can explain than one weighted score you cannot audit.

When you genuinely need multi-touch

  • —Many overlapping paid channels where mid-journey touches carry real spend decisions.
  • —Long enterprise sales cycles with dozens of touches across a buying committee.
  • —Ad budgets large enough that a few percentage points of credit reallocation moves real money — the Northbeam and Wicked Reports use case.
Read the full breakdown: first-touch vs last-touch attribution →

The attribution gap most tools miss: AI traffic

Older attribution software predates AI referral traffic and lumps it into Direct or Referral. From the Attrifast 200-site benchmark:

2.7% vs 1.4%

AI traffic converts at 2.7% vs 1.4% for Google organic on B2B SaaS sites

34%

of GA4 "Direct" traffic is actually AI-referred — invisible without AI-aware attribution

$1.42 vs $0.87

Perplexity RPV vs ChatGPT RPV — AI engines are not interchangeable

64%

median undercount of AI traffic by SMBs relying on default analytics groupings

Source: Attrifast 200-site benchmark — first-party data across sites using Attrifast.

When to pick a different attribution tool

Attrifast is deliberately narrow: revenue attribution for Stripe and Shopify businesses. Four things it does not do, and what to use instead.

Ad-platform bid optimization

Attrifast reports which channels make money; it does not push conversion signals back into Meta or Google Ads to steer bidding. If you spend six figures a month on paid and need bid-level feedback loops, look at Northbeam or Triple Whale.

Call tracking

If your sales close over the phone and you need call recording and dynamic number insertion, Attrifast will not cover that. Pair a dedicated call-tracking product with your CRM instead.

Product analytics funnels and cohorts

Attrifast attributes revenue to marketing channels. It is not a product analytics tool — no in-app funnels, retention cohorts, or feature-usage analysis. Run it alongside a product analytics tool, not instead of one.

Competitor traffic estimates

Attrifast only measures first-party data from your own site and your own Stripe account. It has no panel data and will never estimate a competitor’s traffic.

If none of those four apply, an enterprise marketing attribution platform is mostly charging you for capabilities you will not open. The core join — payment to channel — works the same at $9.99/month.

Attribution software FAQ

What is the best attribution software for small business?

For small businesses on Stripe, the best attribution software is the one you will actually keep running: flat low pricing, setup in minutes, and revenue tied directly to channels. Attrifast is $9.99/month with a 7-day free trial and covers first-touch and last-touch attribution, UTM revenue mapping, and AI-engine revenue lines. If you spend six figures a month on ads and need media mix modeling, an enterprise platform like Northbeam is a better fit.

How much does attribution software cost?

As of July 2026, most attribution software costs between $57 and $1,500+ per month: SegMetrics starts at $57/mo, Triple Whale paid plans at $179/mo, Wicked Reports at $499/mo, and Northbeam at $1,500/mo. Attrifast starts at $9.99/month (or $99.90/year) for Starter — 1 website, 50k events/mo, 1 seat — and Pro is $49/month (or $490/year) for 3 websites, 100k events/mo, 5 seats.

What is the difference between an attribution tool and web analytics?

Web analytics counts traffic: visitors, pageviews, sessions, bounce rates. An attribution tool connects that traffic to money — it records which channel each paying customer came from and reports revenue per channel. Analytics tells you a page got traffic; attribution software tells you how much revenue that traffic produced.

Do I need multi touch attribution tools?

Usually not at SMB scale. Multi touch attribution tools split credit across every touchpoint, which matters when you run many overlapping paid channels at high spend. Most Stripe businesses run a handful of channels, where first-touch (what created demand) and last-touch (what closed the sale) answer the real budget questions. Attrifast ships both models and deliberately does not do algorithmic multi-touch.

Does attribution software need cookies to work?

No. Attrifast is cookieless: visitor identity is a random first-party ID stored in localStorage, with no fingerprinting and no cross-site tracking. That means no consent banner is needed in most setups, and attribution keeps working as third-party cookies disappear.

Can attribution software track revenue from ChatGPT and other AI engines?

Yes. Attrifast breaks out ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, and Copilot as separate revenue lines. In the Attrifast 200-site benchmark, AI traffic converted at 2.7% versus 1.4% for Google organic on B2B SaaS sites, and 34% of GA4 "Direct" traffic was actually AI-referred.

How long does attribution software take to set up?

Attrifast takes about 2 minutes: add one script tag to your site and connect Stripe with a restricted API key — webhooks are configured automatically. Shopify order tracking is also supported. The 7-day free trial requires $0 due today, and you can cancel anytime.

Related

Revenue AttributionBest Marketing Attribution Software 2026First-Touch vs Last-Touch AttributionAttribution Models ExplainedAttrifast for StripeAttrifast vs Google Analytics

Attribution software priced for the businesses it measures

Every Stripe payment attributed to its channel. One script tag, connect Stripe, done in 2 minutes.

  • ✓One script tag and a Stripe key — live in minutes
  • ✓Cookieless, so no consent banner for analytics
  • ✓Every AI referral matched to the payment it produced
Start 7-day free trial →

7-day free trial · $0 due today · then $9.99/mo · cancel anytime

Attrifast dashboard: prompt-level AI visibility with estimated value, revenue split by channel across ChatGPT, Google, Perplexity, Claude and Direct, competitor position tracking, and per-engine scan settings.