Developer ecosystem comparison
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Semrush vs Smoower - Mindshare index and developer tools

Developer ecosystem comparison across GitHub activity, SDKs, documentation, community, reach and momentum.

Semrush (We do love open source and have an opportunity to make it better from now.) and Smoower - Mindshare index and developer tools (Making DevRel efforts compare and measurable) both appear on the Smoower Developer Ecosystem Index.

Semrush (rank #317) holds a narrow lead over Smoower - Mindshare index and developer tools (rank #401) on the overall Smoower ecosystem score (44 vs 41). The gap of 3 points reflects composite signals across code, docs, community and reach.

On code quality (the state of repositories, tests, releases and polish), Semrush is slightly ahead of Smoower - Mindshare index and developer tools. On education (docs, guides and learning material for developers), Semrush is ahead of Smoower - Mindshare index and developer tools. On community (issue response, PR reviews and discussion health), Semrush is ahead of Smoower - Mindshare index and developer tools. On reach (how visible the ecosystem is beyond its own repos), Smoower - Mindshare index and developer tools is ahead of Semrush. On momentum (release cadence and how fast the ecosystem moves), Smoower - Mindshare index and developer tools is ahead of Semrush.

Semrush carries 454 GitHub stars across 11 public repos, with 2 repositories active in the last 90 days and 7 external contributors on record. Smoower - Mindshare index and developer tools shows 1 stars across 4 public repos, 4 active in the last 90 days and 1 external contributors. The star gap on its own does not decide the comparison, but Semrush's footprint is roughly 454.0x larger, which usually shows up in downstream signals like inbound issues and third party integrations.

Semrush is the stronger read for anyone weighting education. Smoower - Mindshare index and developer tools looks better where momentum is the deciding factor. The table below breaks the scores down pillar by pillar; the linked profiles cover the underlying repos, docs and community signals in full.

Side-by-side metrics

MetricSemrushSmoower - Mindshare index and developer tools
Ranking
Overall rank#317#401
Pillars
Overall4441
Code4442
Education6546
Community3620
Reach3544
Momentum3748
Builder experience00
Signals
Stars4541
Forks1240
Public repos114
Active repos (90d)24
External contributors71
Avg polish4851
Avg AI-readiness3228

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