How popular isDataform in search?
In August 2026, there were an estimated 6.6K branded searches for Dataform worldwide which is down 18.5% over the last 11 months. Dataform holds 33.8% estimated Share of Search among analytics engineering platforms worldwide and is ranked 2nd of 5 competitors for search popularity. These are worldwide searches for English-language branded terms.
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Which analytics engineering platforms compete with Dataform?
Share of Search by month for Lightdash, Dataform, SQLMesh. The figures are in the table below the chart.
View monthly share of search table
| Month | Lightdash | Dataform | SQLMesh | Coalesce | dbt |
|---|---|---|---|---|---|
| Oct 2025 | 30.7% | 37.7% | 30.7% | 0.98% | — |
| Nov 2025 | 38.9% | 38.9% | 21.2% | 1% | — |
| Dec 2025 | 38.9% | 38.9% | 21.2% | 1% | — |
| Jan 2026 | 35.7% | 43.8% | 19.4% | 1.1% | — |
| Feb 2026 | 40.6% | 40.6% | 18% | 0.85% | — |
| Mar 2026 | 43.8% | 35.8% | 19.5% | 0.93% | — |
| Apr 2026 | 48.8% | 32.6% | 17.8% | 0.84% | — |
| May 2026 | 43.9% | 35.7% | 19.5% | 0.92% | — |
| Jun 2026 | 43.9% | 35.8% | 19.5% | 0.76% | — |
| Jul 2026 | 45.7% | 37.2% | 16.3% | 0.79% | — |
| Aug 2026 | 50.7% | 33.8% | 14.9% | 0.56% | — |
| Sep 2026 | — | — | — | — | — |
| Rank | Brand | Share of Search | Estimated monthly branded searches | vs prior month | Share change |
|---|---|---|---|---|---|
| 1, held 1st | 50.7% | 9.9K | +22.2% | +5.1 points | |
| 2, held 2nd | 33.8% | 6.6K | 0% | -3.4 points | |
| 3, held 3rd | 14.9% | 2.9K | 0% | -1.5 points | |
| 4, held 4th | 0.56% | 110 | -21.4% | -0.2 points | |
| —, not measured this month | — | — | — | — |
50.7%
Held 1st. 9.9K estimated branded searches, +22.2% vs prior month. Share +5.1 points.
2.Dataform
33.8%
Held 2nd. 6.6K estimated branded searches, 0% vs prior month. Share -3.4 points.
3.
SQLMesh14.9%
Held 3rd. 2.9K estimated branded searches, 0% vs prior month. Share -1.5 points.
4.
Coalesce0.56%
Held 4th. 110 estimated branded searches, -21.4% vs prior month. Share -0.2 points.
—.
dbt—
Not measured this month. — estimated branded searches, — vs prior month. Share —.
Compare search popularity between Dataform and its closest rivals
How has branded search demand for Dataform changed worldwide over the last 12 months?
4 findings
- Across the 11 months ending August 2026, estimated monthly branded searches for Dataform worldwide fell from 8.1K to 6.6K.
- Across the 11 months ending August 2026, Dataform’s estimated Share of Search among analytics engineering platforms worldwide decreased from 37.7% to 33.8%.
- Across the 11 months ending August 2026, Dataform’s estimated Share of Search among analytics engineering platforms worldwide peaked at 43.8% in January 2026 and was lowest at 32.6% in April 2026.
- Across the 11 months ending August 2026, Dataform fell from 1st to 2nd among analytics engineering platforms worldwide.
How did search popularity change for analytics engineering platforms worldwide in August 2026?
4 changes
In August 2026, Lightdash gained estimated Share of Search among analytics engineering platforms worldwide, from 45.7% to 50.7%.
In August 2026, Dataform lost estimated Share of Search among analytics engineering platforms worldwide, from 37.2% to 33.8%.
In August 2026, SQLMesh lost estimated Share of Search among analytics engineering platforms worldwide, from 16.3% to 14.9%.
Estimated monthly branded searches for Coalesce worldwide fell 47.6% over 11 measured months, from 210 to 110 in August 2026.
How is Dataform measured?
Brandwave collects information about searches that people make online using Dataform’s name. When viewed over time, estimated search volumes for this branded term can be used to understand whether interest in the brand is growing, holding steady, or fading.
1 branded search term
- dataform
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Is Dataform your brand?
Put your own campaigns, spend and outcomes next to this demand line, so you can see which of your marketing lined up with the movements above.