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Comparison

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Total Cost of Ownership: Attribution Software for SMB Brands

Total cost of ownership for attribution software is the licence plus the contract you cannot leave, the pixel someone has to install, the onboarding weeks, the per-seat fees, and the reallocation you made on a number that was wrong. A worksheet with only sourced figures.

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Quick Answer·5 min read

Total Cost of Ownership: Total cost of ownership for attribution software is the licence plus the contract you cannot leave, the pixel someone has to install, the onboarding weeks, the per-seat fees, and the reallocation you made on a number that was wrong. A worksheet with only sourced figures.

Read the full article below for detailed insights and actionable strategies.

The attribution problem

One sale. Four channels. 400% credit claimed.

100
1 sale
Meta
100%
claimed
Google
100%
claimed
TikTok
100%
claimed
Klaviyo
100%
claimed

Reported revenue: 400 · Actual revenue: 100 · Gap: €300

The total cost of ownership of attribution software for an SMB ecommerce brand has six lines, and the licence is usually the smallest: the subscription, the contract length you cannot leave, the pixel or integration someone has to build and maintain, the onboarding weeks before the first usable number, the seats and add-ons, and the cost of the decisions made on a number that was wrong. Causality Engine's lines are EUR 99 once or EUR 299 a month, no contract, no pixel, 5 to 10 minutes to the first read, unlimited seats, and a refund if the first read does not pay for itself. The competitor figures below are only the ones that could be read from a vendor's own page, with the date.

The worksheet

LineWhat to put in itCausality Engine
LicenceThe published price on the tier you would actually buyEUR 99 per read, or EUR 299/month Pro (EUR 249/month billed annually)
ContractMinimum term and billing cadenceNone; Pro cancels any time
InstallationPixel or integration hours, at your developer's rateNone; a GA4 CSV export, no OAuth, no tag
Time to first numberWeeks of onboarding times the cost of deciding blind5 to 10 minutes from upload
Seats and add-onsPer-seat fees, methodology documents, support tiersUnlimited seats; methodology document on request
Cost of a wrong numberThe reallocation you would make on a claim that grades itselfInterval on every estimate; refund if the first read does not move a decision

Fill the same six lines for any vendor before comparing the first one.

The sourced competitor figures

As read from vendor pricing pages on 8 September 2026: Northbeam's Starter tier lists at $1,500 a month and Professional at $3,500 a month, with higher tiers quoted (northbeam.io/pricing). Cometly prices on monthly pageviews with no flat price published and states it has no free trial (cometly.com/pricing). Elevar, a tracking product rather than an attribution model, lists Core at $225 a month with a 15-day trial (getelevar.com/pricing). Triple Whale offers a free tier for smaller stores and prices paid tiers on annual GMV; its pricing page blocks automated reads, so no paid figure is quoted. Rockerbox and Measured do not publish pricing. Setup for the pixel-based tools is a pixel install and platform connections, one to two hours in Triple Whale's case and a managed onboarding for Northbeam, per their public materials. The comparison page carries each record with its source and capture date.

No figure for onboarding hours, seat prices or engineering time is quoted for any competitor here, because none was found on a vendor's own page. Put your own numbers in those lines.

The line that dominates for an SMB

For a brand spending between five and fifty thousand euros a month, the licence is not the largest line. The largest is the last one. A reported ROAS that grades itself, allocated on for two quarters, costs whatever share of the budget went to a channel that was claiming sales it did not cause. The Price of Being Found calls the compounding version of that marketing debt, and the arithmetic that sizes it is the claim ratio: summed platform claims over orders, computed in an hour from data you already hold. The one-hour claim ratio audit is the procedure; marketing debt is the concept.

The second largest line is usually time to first number. A tool that takes six weeks to produce its first read costs six weeks of deciding on the old number, and that cost is invisible on every invoice.

Where the EUR 99 read sits in the worksheet

It is designed to make five of the six lines zero or near it: no contract, no installation, minutes to the first number, no seat fees, and a refund on the sixth line's worst case. The remaining line, the licence, is EUR 99 once, or EUR 299 a month if you want the read to run continuously with automated ingestion, the full look-back, the chatbot and the API. Twelve months of Pro is EUR 3,588 on monthly billing. Whether that is cheap depends on the sixth line, and the read exists to make the sixth line visible.

The honest caveat is the fit floor. Below roughly 5,000 euros a month in paid spend, or 40 days of history, the intervals are usually too wide to move a decision, and the right TCO is zero because the right purchase is none yet.

What to do this week

  • If you own the budget: fill the six lines for your current tool, with your developer's hourly rate in line three and last quarter's claim ratio in line six.
  • If you have to defend the number: bring the worksheet to the renewal conversation. Vendors negotiate on line one; the worksheet moves the conversation to lines two and six.

The interactive demo shows the read with no signup, and Triple Whale alternative for a one-off attribution read is the same comparison for the most common SMB case.

Competitor figures are each vendor's publicly listed pricing as read on 8 September 2026 and change without notice; verify on the vendor's own site. Vendors without public pricing are marked as such. Causality Engine figures as stated on causalityengine.ai on 9 September 2026.

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Frequently Asked Questions

What is the total cost of ownership of attribution software?

The licence plus five lines the invoice does not show: contract length, pixel or integration installation, weeks of onboarding before the first usable number, seat and add-on fees, and the cost of decisions made on a number that graded itself. For an SMB brand the last line is usually the largest.

How much does Causality Engine cost in total?

EUR 99 for a one-time causal read, or EUR 299 a month for Pro (EUR 249 a month billed annually), with no contract, no pixel, no installation, unlimited seats, 5 to 10 minutes to the first read, and a refund if the first read does not pay for itself in one reallocation decision.

How do competitor attribution tools compare on cost?

As read on 8 September 2026: Northbeam Starter $1,500 a month and Professional $3,500 a month, Cometly usage-based with no flat price, Elevar Core $225 a month for a tracking product, Triple Whale a free tier with GMV-priced paid tiers not quoted publicly, Rockerbox and Measured quoted via sales. Onboarding, seats and engineering hours are not published by any of them.

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