The Ecomm Analyst

If you are evaluating Domo right now, there is a piece of news sitting on the company’s own website that should change how you run the evaluation. Progress Software has announced an agreement to acquire Domo’s AI and data platform business for $400 million. That banner is on the pricing page itself, which is an unusual place to find out that the product you are about to sign a multi year contract for is changing hands.

I am not going to predict what happens to the product. Acquisitions cut both ways and plenty of tools come out the other side fine. But it is a reason to ask harder questions about contract length and roadmap than you otherwise would, and it is a reason a lot of people are searching for alternatives this month.

The second thing worth knowing is that Domo does not publish a price. The pricing page offers a 30 day free trial and a custom quote, built on a credit based model where credits are consumed by storing data, updating tables, running workflows, and running machine learning in the pipeline. Users are unlimited and there is no per seat charge, which sounds generous until you realize the meter is running on activity instead. Every dollar figure you will find for Domo online comes from third party estimates, not from Domo.

1. ThoughtMetric

ThoughtMetric, which sponsors this blog, is the opposite trade from Domo in almost every dimension. Domo is a general purpose platform that can model anything and requires you to decide what to build. ThoughtMetric arrives already knowing what a Shopify order is, what an ad platform reports, and where those two disagree.

Pricing is $99 a month based on pageviews, or $83 a month on annual billing, with all features included at every tier and a 14 day free trial. No credits, no consumption meter, no quote process.

The honest limit is scope. If you need to blend inventory, wholesale, and finance data into one governed model for a 200 person company, this is not that. For a DTC brand where the dashboard question is really a marketing measurement question, it removes most of the build.

2. Klipfolio

Klipfolio is the closest thing on this list to a small business Domo. It is a dashboard builder with a wide connector library, aimed at teams that want custom metric displays without standing up a warehouse first. Pricing is published, which after two paragraphs about Domo feels worth mentioning.

The tradeoff is that you are still building. Klipfolio gives you the canvas and the data connections, and what goes on the canvas is your problem. I covered that category in more depth in Klipfolio alternatives for e-commerce dashboards and reporting.

3. Databox

Databox is built around the idea that most people want a small number of numbers on a screen, checked often, ideally on a phone. It connects to the usual marketing and commerce sources and leans on prebuilt templates rather than asking you to design from scratch.

It is a good fit if the actual requirement is executive visibility rather than analysis. It is a poor fit if you need to interrogate the data, because the ceiling on custom logic is low compared to a real BI tool.

4. Looker Studio

The free option, and the one most brands should try before spending anything. Looker Studio connects natively to Google’s own products and to a long tail of sources through third party connectors, and it will produce a perfectly serviceable dashboard for a store doing a few million a year.

The costs are real but indirect. Performance degrades on large data sets, the connector ecosystem is a paid dependency you do not control, and blending across sources gets awkward fast. Plenty of brands outgrow it. Plenty of others convince themselves they have outgrown it when the real problem was that nobody defined the metrics.

5. Metabase

If you already have a warehouse and someone comfortable with SQL, Metabase is the low friction way to put a query interface in front of it. It is open source with a self hosted option and a managed cloud version, and it is genuinely pleasant to use compared to most tools in this category.

It also assumes the hard part is already done. Metabase queries a warehouse. It does not fill one, and it does not reconcile your ad platform numbers against your store for you.

Picking between these

Domo’s real customer is a company with a data team, many sources, and governance requirements. If that is you, the alternatives worth your time are the other enterprise platforms, and the acquisition news is a reason to negotiate a shorter term rather than a reason to leave.

If you are a DTC brand who ended up on Domo’s pricing page because you wanted better reporting, the mismatch is the whole story. Start with Looker Studio to find out what you actually look at. If the answer turns out to be marketing performance, a purpose built attribution tool gets you there faster than any dashboard builder. If the answer is genuinely broad business reporting across a warehouse, Metabase over your own data is cheaper and more durable than a credit meter you cannot forecast.