onvoyage-ai/gtm-engineer-skills

Audit Content verifies truthfulness, accuracy, and link integrity of content before publishing. It catches fabricated statistics, dead URLs, misattributed sources, and company claims that contradict the brand DNA.

Audit Website AEO audits a live website for AI-engine discoverability (AEO/GEO), crawls pages, runs 16 deterministic checks and a 6-dimension content evaluation, and outputs a scored A–F report with prioritized fixes. Use it to get a baseline before improve-aeo-geo or measure progress after changes.

Build Backlinks finds free backlink and brand mention opportunities across Hacker News, Quora, GitHub, directories, and niche communities, then outputs a prioritized action plan with draft responses ready to post.

Build Resource Pages builds production resource center pages on client websites using their existing tech stack and design system. It implements hub pages, section listings, article pages, and cross-linking for Blog, Guides, Learn, and Comparisons sections.

Create Geo Charts produces charts, graphs, and data tables optimized for AI engine parsing and citation, with inline SVG/HTML, text summaries, data tables, and JSON-LD so AI engines can quote the data. Use it when creating data visualizations for SEO or AI Overview content.

GEO Content Planning reads brand DNA, keywords.csv, and prompts.csv, then produces a plan.csv specifying which pages to create, for which keyword/prompt clusters, and in what build order. Use it to turn prior SEO and GEO research into a prioritized content architecture.

GEO Content Research discovers the exact natural-language questions people ask AI chatbots about a product category and emits a prioritized, strictly-formatted prompts.csv file for Generative Engine Optimization workflows.

Improve AEO GEO audits a website codebase and makes code changes so AI engines (ChatGPT, Claude, Perplexity, Google AI Overviews) can better discover, parse, quote, and cite the site. Covers structured data, content structure, technical signals, and freshness.

Reddit Opportunity Research researches Reddit using a brand's Brand DNA to find promotable pain-point discussions, target subreddits, and real user search language. Use it to prioritize helpful participation and content seeding opportunities.

Research Brand DNA crawls a company's website and searches the web to produce a Brand DNA file covering positioning, audience, competitors, voice, and messaging. Use it when starting work with a new brand or customer.

Research Keywords finds high-value SEO and GEO keywords using web search, AI analysis, and optionally paid tools like Ahrefs or Semrush. It produces a validated keywords.csv file with a fixed schema for downstream pipeline consumption.

SEO GEO Content writes product-led content pages optimized for both search engines and AI engine citations. Use it to create comparison, guide, use case, learn, or trust pages with verified sources and no fabricated data.