Comparisons

Compared, including where we lose.

Six platforms people evaluate alongside us, grouped by what they actually are. Every comparison names what the competitor does better and who should stay with them, because a page that claims to win on everything is worth nothing to you.

Before you compare anything

Most bad software decisions in this category are made before the shortlist, by comparing products that were never solving the same problem. A connector tool and an answer layer are not competitors; one feeds the other. Work out which category you need first, then compare inside it. The buyer's guide covers that in full.

Where we sit: an answer layer with 12 connectors, from $49 a month, that reconciles channels to CRM revenue and explains why results moved. We are not the broadest, and several products below beat us on connector count alone.

Ecommerce attribution

Built around the purchase event and, usually, around Shopify.

Agency reporting

Assemble and deliver client-facing reports across a roster.

Data pipelines and connectors

Collect and deliver marketing data. The analysis stays with you.

Enterprise data platforms

Extraction, governance and warehouse delivery at organisation scale.

Pricing and features on these pages were verified from each vendor's own materials on the date shown. Vendors change both, sometimes without announcement, so check their site before you decide. If you spot something out of date here, tell us and we will fix it.

Or skip the comparison entirely.

The demo is live and needs no login. Twenty minutes on real data beats any page written by a vendor about itself.