vladkomudrich

Run a full GEO audit on a target URL or brand. Orchestrates the technical, content, schema, and presence sub-skills in parallel; runs all verifier scripts; produces a single GEO Score (0-100) with five pillar breakdown and prioritized action plan. The audit output feeds directly into geo-report for MD + dual-HTML deliverables.

Content structure audit for GEO. Scores against the CITABLE framework (Clear-entity-BLUF, Intent architecture, Third-party validation, Answer grounding, Block structure, Latest timestamps, Entity schema). Counts tables, lists, average sentence length, passage lengths, front-loaded facts. Identifies the specific passages and headings that need rewriting to lift AI citation likelihood. Triggers on:

Verify real brand mentions in AI engine answers. Runs a curated set of category intent queries against ChatGPT, Claude, Perplexity, and Google AI Overviews (or their WebSearch proxies) and reports whether the brand appears in answers, whether the description is correct, and whether the sentiment is positive/neutral/negative. This is the only Pillar 5 ground truth — everything else is signal proxyi

Strategic 90-day GEO roadmap. Combines findings from technical, content, schema, and presence audits with the user's stated existing footprint to produce a sequenced plan: week-by-week actions, owners, expected score deltas, and verification checkpoints. Includes both technical fixes (robots.txt, schema, content rewrites) and creative work (Reddit cadence, Wikipedia draft, G2 review campaign, YouT

Trust-site presence verification. Checks Wikipedia, Wikidata, G2, Capterra, Trustpilot, Software Advice, GetApp, TrustRadius, LinkedIn for brand listings and aggregate ratings. Special focus on the "G2 ≥4.0 rule" — aggregate review score below 4.0 acts as a hard ChatGPT filter in competitive queries. Triggers on: G2, Capterra, Trustpilot, Wikipedia brand article, Wikidata, trust signals, review ag

Verify that a specific GEO technique was actually applied on a target URL or brand. Each technique has a dedicated verifier script that performs real checks (not hypothetical scoring). Use after implementing changes from an audit or plan to confirm the change landed. Triggers on: verify, check that, did I apply, was the change deployed, recheck.

Off-site GEO presence audit. Combines an interview about the brand's existing media footprint (what platforms, what subreddits, what listings) with automated checks across Wikipedia/Wikidata, G2/Capterra/Trustpilot, Reddit, YouTube, and LinkedIn. Produces a presence map and a prioritized to-do list of platforms to create or improve. Triggers on: off-site presence, brand presence, media footprint,

Reddit presence audit and organic posting strategy. Counts brand mentions across target subreddits over the last 90 days, evaluates sentiment, identifies subreddit-wiki entries, and produces a 6-step organic playbook (subreddit selection, account setup, cadence, extraction pipeline, late-stage targeting, tool-wiki entries). Triggers on: Reddit strategy, Reddit presence, subreddit, Reddit posting,

Technical GEO audit. Checks robots.txt for AI crawler accessibility (OpenAI three-bot family, Anthropic three-bot framework, Perplexity bots, Google-Extended, Apple/Meta/Mistral/Amazon), llms.txt presence and validity, server-side rendering vs JS-only rendering, sitemap fetchability, and Cloudflare Pay-Per-Crawl configuration. Triggers on: robots.txt, llms.txt, AI crawlers, GPTBot, ClaudeBot, Perp

Generate a GEO audit report from collected sub-agent + verifier-script outputs. Produces two artifacts: (1) Markdown audit document and (2) HTML technical guide (sidebar-navigated, scrollable, dark theme). Saves into the working directory with date-stamped filenames. Triggers on: GEO report, generate report, audit report, technical guide, share with team.

JSON-LD schema audit specifically for AI engines. Detects, validates, and generates Schema.org markup with GEO-priority properties: Organization.knowsAbout (#2 most important markup as of March 2026), Organization.sameAs (entity linking glue), Product/SoftwareApplication/ Service, FAQPage (for AI extraction even after May 2026 rich-results deprecation), Person (author), and entity chain depth (Pro

Generative Engine Optimization (GEO) — analyze and improve how AI engines (ChatGPT, Claude, Perplexity, Google AI Overviews + AI Mode, Gemini 3, Copilot) cite and recommend a brand or product. Full audits, technical checks (robots.txt for AI crawlers, llms.txt, JSON-LD schema with knowsAbout/sameAs, SSR), content structure (CITABLE/BLUF, tables, lists, passage length), off-site presence (Reddit, W