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Serp Intent Decoder

Agent skill
1 skill

Analyze 1-15 keywords to decode true search intent from the live SERP — not the keyword text alone. For each keyword, returns intent classification (informational, commercial-investigation, transactional, navigational, local), SERP feature profile (AI Overview, PAA, local pack, shopping, forums, featured snippet), the content format Google is actually rewarding, recommended word count, recommended angle, and explicit "don't bother" warnings when the SERP is unwinnable. Use this skill whenever a user provides a keyword or list of keywords and wants to know what to write, whether it's worth writing at all, what format to use, what SERP features are present, what intent the keyword really has, "should I target this keyword," "what format works for X," "what's ranking for Y," or any variant of "SERP analysis." Trigger before a content brief run when the user is still deciding which keywords are worth investing in. When a SearchAtlas MCP is connected, leverages SA tools (rank tracking, brand vault, GBP, OTTO, LLM Visibility) first before falling back to generic web search.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryGeneralStars0

About this skill

Analyze 1-15 keywords to decode true search intent from the live SERP — not the keyword text alone. For each keyword, returns intent classification (informational, commercial-investigation, transactional, navigational, local), SERP feature profile (AI Overview, PAA, local pack, shopping, forums, featured snippet), the content format Google is actually rewarding, recommended word count, recommended angle, and explicit "don't bother" warnings when the SERP is unwinnable. Use this skill whenever a user provides a keyword or list of keywords and wants to know what to write, whether it's worth writing at all, what format to use, what SERP features are present, what intent the keyword really has, "should I target this keyword," "what format works for X," "what's ranking for Y," or any variant of "SERP analysis." Trigger before a content brief run when the user is still deciding which keywords are worth investing in. When a SearchAtlas MCP is connected, leverages SA tools (rank tracking, brand vault, GBP, OTTO, LLM Visibility) first before falling back to generic web search.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

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Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 8c716bdade6827a98404b6dc7e0b68178db0c3e013013873b90565b283d4c58d

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About this listing

Category
General
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.