
SEO Skill
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Open-source SERP API for SEO and AI automation
A normalized API and CLI for live results from multiple search engines, including answer boxes, related searches and AI summaries. Its documented capabilities include Multiple search engines, Normalized JSON API and SERP feature extraction.
OpenSERP provides inputs for research and prioritization. Its practical value depends on how well the resulting data is filtered, interpreted and connected to a concrete content, technical or competitive decision.

Use multiple search engines during discovery, when the team gathers evidence before deciding which opportunities, queries or competitors deserve deeper work.
Treat normalized json api as part of the integration layer. Confirm authentication, permissions, rate limits and deployment requirements against the current official documentation.
Use serp feature extraction during discovery, when the team gathers evidence before deciding which opportunities, queries or competitors deserve deeper work.
Treat self-hosted deployment as part of the integration layer. Confirm authentication, permissions, rate limits and deployment requirements against the current official documentation.
Use multiple search engines during discovery, when the team gathers evidence before deciding which opportunities, queries or competitors deserve deeper work.
Treat normalized json api as part of the integration layer. Confirm authentication, permissions, rate limits and deployment requirements against the current official documentation.
Use serp feature extraction during discovery, when the team gathers evidence before deciding which opportunities, queries or competitors deserve deeper work.