{"slug":"tech-leads-club-tlc-generative-engine-optimization","source_name":"tech-leads-club/tlc-generative-engine-optimization","name":"Tech Leads Club/Tlc Generative Engine Optimization","description":"Generative Engine Optimization (GEO) specialist — the technical, on-page publishing work that makes a given page or site discoverable, understandable, trustworthy, quotable, and fresh for AI answer engines (Google AI Overviews, ChatGPT Search, Bing Copilot, Perplexity). Use when asked to 'optimize this page/site for GEO', 'optimize for AI search / answer engines', 'get my page cited by ChatGPT/Perplexity', 'improve AI visibility/citability', 'write an llms.txt', 'add citation-ready structure or ","version":1,"lift":{"pass_rate_delta_pts":13.64,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":57.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-09T10:11:43.149802+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.64,"with_pass_pct":90.9,"without_pass_pct":77.3,"tokens_delta_pct":57.3,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-09T10:11:43.149802+00:00","run_id":"6b1cafea-9400-4f98-9930-9ba37b2f1255","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"4d340890bd3ba3455a5525ad887e7215df2054c1f6417195595f5f23c446c4ab","raw_url":"https://app.decimal.ai/s/tech-leads-club-tlc-generative-engine-optimization/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/tech-leads-club-tlc-generative-engine-optimization"}