From the author
We ran 20 prompts across three AI surfaces and tracked where the sources came from. Five prompts found 31 percent of the source universe, ten found 54, and the twentieth still added 14 new domains. There was no plateau.
OpenAI's September 8 update to ChatGPT images adds a template gallery, sketch-to-image on mobile, and shareable prompts. What each change is for, and why shared prompts are a small new distribution surface.
AI Overviews do not hit every query the same way. Informational queries lose 70-80% of clicks, commercial queries 35-45%, transactional 20-30% — and branded queries actually gain. A query-type survival matrix with a concrete move for each of the four intents, so you defend the right ones and let the others go.
Google now expands AI Overviews into full-page answers that push organic results below the fold. You cannot stop it, but you can decide what stays citable, what you measure, and which pages earn a place inside the answer. A seven-step playbook for holding visibility in the AI-overview era.
Seven SEO workflows you can run in DeepSeek Harness today: keyword clusters, intent breakdowns, content briefs, competitor gaps, refresh triage, topical maps, and meta polish. Each has a copy-paste prompt and a real output from a live session.
Use Codex to turn customer language, approved exports, and search-result notes into 30 real questions that can become useful SEO and GEO pages.
Turn your SEO keyword list into a GEO prompt map with Hermes: a 10-step workflow covering prompt types, page mapping, evidence, manual visibility checks, and a monthly review.
A buyer-focused guide to using Alexa for deal alerts, coupons, wish lists, price-drop reminders, cart review, and safer checkout without impulse purchases.
Use this GEO prompt library to test whether ChatGPT understands, mentions, compares, cites, or recommends your brand across brand, category, problem, comparison, and citation prompts.
A practical legal GEO playbook with 100 AI Search queries, law-firm page mappings, jurisdiction-aware content guidance, and a 30-day execution plan for improving AI answer visibility without turning legal content into generic keyword pages.
A practical healthcare GEO playbook with 100 AI Search queries, query types, page mappings, and a 30-day execution plan for medical brands that want to become easier for AI systems to understand and cite.
Prompt research shows how buyers ask AI systems before they compare, choose, or buy. Use it to map GEO content priorities, test AI visibility, and build pages around real questions instead of guessed keywords.
