Octopus Deploy vs semantic-release:Which is more popular?
In September 2026, Octopus Deploy had more branded searches than semantic-release among release automation tools worldwide. Octopus Deploy had about 6,600 branded searches, while semantic-release had 4,400. Octopus Deploy made up 2.9% of all release automation tool searches we track, and semantic-release accounted for 1.9%. When we asked ChatGPT and Google AI Overviews about release automation tools, Octopus Deploy appeared in three of the five answers and semantic-release in two. Octopus Deploy and semantic-release were each mentioned first in two of the four answers that named either.
Who do people search for more?
Octopus Deploy, about 50% more searches than semantic-release
Who does AI mention more?
Octopus Deploy, mentioned in 3 of 5 answers, semantic-release in 2
Who does AI recommend more?
Each is named first in 2 of 4 answers.
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Top release automation tools in ChatGPT and Google AI Overviews
In three ChatGPT questions and two Google AI Overviews, Octopus Deploy was mentioned in three out of five: in two of the three ChatGPT answers and in one of the two Google AI Overviews. semantic-release was mentioned in two out of five: in two of the three ChatGPT answers, but not in either of the two Google AI Overviews. Octopus Deploy and semantic-release were each listed first in two of the four answers that named either.
Most recommended by AI
Brands get a higher ranking if they are mentioned earlier in the answers.
Mentioned by AI
Each dot is one answer, filled in when that answer mentions the brand.
GitHub Actions5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
GitLab5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
Argo CD3 of 5Named in 2 of 3 ChatGPT answersNamed in 1 of 2 Google answers
Octopus Deploy3 of 5Named in 2 of 3 ChatGPT answersNamed in 1 of 2 Google answers
Harness3 of 5Named in 2 of 3 ChatGPT answersNamed in 1 of 2 Google answers- Release Please2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
- semantic-release2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
- Changesets2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Spinnaker1 of 5Named in 0 of 3 ChatGPT answersNamed in 1 of 2 Google answers
LaunchDarkly0 of 5Named in 0 of 3 ChatGPT answersNamed in 0 of 2 Google answers
See every answer about release automation tools
5 answers
Asked ChatGPT
“Which release automation tool should I use?”
Asked ChatGPT
“What are the best release automation tools?”
Asked ChatGPT
“What's the best release automation tool for software deployment?”
Searched Google, AI Overview
“deployment automation software”
Searched Google, AI Overview
“continuous delivery tools”
Not named in any answer:
Brands are shown in the order each answer named them. The survey took place in the United States on October 21, 2026.
Is Octopus Deploy or semantic-release more popular in search?
This chart shows how often people search Google for Octopus Deploy and semantic-release by name. Each line represents a brand's share of searches for all 11 release automation tools we track, month by month, from English-language searches worldwide.
Share of searches by month for Octopus Deploy, semantic-release. The figures are in the table below the chart.
View monthly share of searches table
| Month | GitHub Actions | Argo CD | LaunchDarkly | GitLab | Octopus Deploy | Release Please | semantic-release | Changesets | Codefresh | Harness | Spinnaker |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Oct 2025 | 34.4% | 31.4% | 18.8% | 4.6% | 4.6% | 1.4% | 3.1% | 0.91% | 0.72% | 0.03% | 0.02% |
| Nov 2025 | 37.3% | 34.1% | 13.6% | 5% | 4.1% | 1.5% | 2.7% | 0.99% | 0.66% | 0.04% | 0.02% |
| Dec 2025 | 40.9% | 30.5% | 15% | 4.5% | 3% | 1.3% | 3% | 1.1% | 0.72% | 0.03% | 0.02% |
| Jan 2026 | 36.5% | 33.3% | 16.3% | 4.9% | 3.3% | 1.5% | 2.7% | 0.97% | 0.64% | 0.04% | 0.02% |
| Feb 2026 | 36.3% | 33.2% | 16.3% | 4.9% | 3.3% | 1.8% | 2.7% | 0.96% | 0.64% | 0.04% | 0.02% |
| Mar 2026 | 45.1% | 27.7% | 13.5% | 4.9% | 3.3% | 1.8% | 2.2% | 0.8% | 0.54% | 0.03% | 0.02% |
| Apr 2026 | 41.3% | 31.1% | 15.2% | 3.7% | 3% | 1.7% | 2.5% | 0.9% | 0.6% | 0.03% | 0.02% |
| May 2026 | 42.8% | 32.2% | 12.9% | 3.9% | 3.2% | 1.7% | 2.1% | 0.74% | 0.51% | 0.04% | 0.02% |
| Jun 2026 | 37% | 33.8% | 16.5% | 4% | 3.3% | 1.8% | 2.2% | 0.78% | 0.53% | 0.04% | 0.02% |
| Jul 2026 | 39.4% | 31.2% | 17.6% | 3.5% | 2.9% | 1.9% | 1.9% | 0.83% | 0.57% | 0.05% | 0.02% |
| Aug 2026 | 45.6% | 29.7% | 13.7% | 2.7% | 3.4% | 1.8% | 1.8% | 0.79% | 0.41% | 0.05% | 0.02% |
| Sep 2026 | 39.8% | 31.5% | 17.8% | 2.9% | 2.9% | 1.9% | 1.9% | 0.7% | 0.44% | 0.04% | 0.03% |
How has the Octopus Deploy and semantic-release comparison changed over the last 12 months?
3 findings
- Octopus Deploy was ahead of semantic-release in every measured month of the 12 months ending September 2026.
- Across the 12 months ending September 2026, Octopus Deploy’s share of searches among release automation tools worldwide moved from 4.6% to 2.9%, and its estimated monthly branded searches moved from 12.1K to 6.6K.
- Across the 12 months ending September 2026, semantic-release’s share of searches among release automation tools worldwide moved from 3.1% to 1.9%, and its estimated monthly branded searches moved from 8.1K to 4.4K.
How did search popularity change for release automation tools worldwide in September 2026?
2 changes

In September 2026, Octopus Deploy fell from 4th to 5th among release automation tools worldwide.
Estimated monthly branded searches for semantic-release worldwide fell 45.7% over 12 measured months, from 8.1K to 4.4K in September 2026.
How are branded searches counted?
2 search terms
Brandwave collects information about searches that people make online using Octopus Deploy’s and semantic-release’s names. When viewed over time, estimated search volumes for these branded terms can be used to understand whether interest in the brands is growing, holding steady, or fading.
Octopus Deploy
1 branded search term
- octopus deploy
semantic-release
1 branded search term
- semantic release
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