Instructions for prashishh/seo-geo-report-engine, covering seo-geo-report-engine — operating manual, operating model — the brain, not the builder, the layers, activating a project and data sources — priority order.
Instructions for prashishh/seo-geo-report-engine, covering seo-geo-report-engine — operating manual, operating model — the brain, not the builder, the layers, activating a project and data sources — priority order.
Content strategy specialist. Delegate when you need writer-ready content planning — single content briefs, topic clusters (pillar + supporting pages), an editorial/publishing calendar, or the plan for comparison ("X vs Y") and programmatic/bulk page sets. Turns a keyword map and competitive gaps into a prioritized…
Data pull + verification specialist. Delegate when you need clean, trustworthy numbers from across sources — Ahrefs MCP, Google Search Console, web analytics, and the open web — cross-checked against each other and returned as structured, source-and-date-stamped findings. Use it to gather the raw metrics that feed an…
AI-search / GEO specialist. Delegate when the question is about visibility inside AI answers (ChatGPT, Perplexity, Google AI Overviews/AI Mode, Claude, Copilot): brand share-of-voice and mentions over time, which domains/pages the models cite, what AI actually says about the brand, page citability, llms.txt, and…
Turns finished research into client-ready deliverable specs. Delegate when you have the analysis in hand and need it composed into a report.yml or proposal.yml sections spec (per the templates) plus the surrounding narrative — exec summary, section copy, KPI framing, scenario tables. Precise and conservative: it…
Technical, on-page, keyword, and rank analyst. Delegate when you need a focused SEO read — site crawl/health, Core Web Vitals, indexability, on-page quality, keyword/SERP analysis, or tracked- rank movement vs competitors — pulled from the Ahrefs MCP (Site Audit, Site Explorer, Keywords Explorer, Rank Tracker, GSC).…
Build or refresh the seo-geo-report-engine agency dashboard: a live operating console showing the framework, all client projects, status, blockers, research and deliverables produced, handoff readiness, and next actions. Use when asked for a dashboard, agency portal, project status overview, onboarding portal, client…
Run a fast SEO/GEO/AEO execution sprint that makes a product easier for AI engines to find, understand, cite, and recommend. Use when asked for an AEO sprint, AI citation sprint, GEO bootstrap, "be like AEO Engine", 100-day AI search plan, CITE-style audit, AI visibility execution roadmap, or an end-to-end product…
Robust, multi-source domain authority for a client AND all its competitors in one command. Pulls the authority number from every source we can reach (DataForSEO rank, Ahrefs DR, Open PageRank, Moz DA), normalizes each to 0-100, and reports a consensus plus the spread (where sources disagree). Use when asked to "get…
Produce the client-facing FIRST-SCAN "hook" report: a one-look teardown of a prospect's current digital footprint, who is winning their buyers, where they are absent, and the winnable opportunity. Use when asked to "make a first-scan report", "create the client hook / pitch report", "show a prospect their digital…
Rewrite and QA SEO/GEO drafts that read too obviously AI-generated, templated, fragmented, over-punchy, or generic. Use when asked to make programmatic SEO pages sound human, improve article flow, add realism, reduce AI-ish phrasing, apply editorial standards, run a human quality pass, or turn generated drafts into…
Measure whether a brand is mentioned or cited across every major AI answer engine at once, for a grid of money queries, and see who is named instead. One scan hits Google AI Overview + ChatGPT + Gemini + Perplexity + Claude (all via DataForSEO) and reports a per-query "present in N of M engines" score. Use when asked…
Turn competitor + keyword + GEO + demand diagnosis into a sized greenfield opportunity map and a concrete, sequenced capture plan to overtake competitors. Use when asked "where is the opportunity", "where can we win", "how do we get to #1 / beat ", "what should we build to win", "find the greenfield / whitespace"…
Choose and document the right SEO/GEO data source for a workflow. Use when asked about provider/ source choice, API limits, cost control, connector planning, how to reduce paid API calls, or "what source should this skill use". Reflects the committed stack: DataForSEO (backbone) + Ahrefs (cross-check + Brand Radar) +…
Live Google SERP + keyword + backlink + AI-answer intelligence via DataForSEO. Covers the Google AI Overview and who it cites, People-Also-Ask, ranking competitors, search volume, intent, and now keyword difficulty, keyword ideas, a domain's ranked keywords, competitor keyword gaps, backlink authority, and direct LLM…