Author: Chris Han

Learn how branded vs non-branded AI prompts differ, which metrics to track, and how to measure AI discovery and narrative accuracy reliably.

Learn AI prompt weighting with the IRAF framework: score buying intent, revenue, audience fit, and demand, then calculate auditable weighted visibility.

Learn how AI prompt deduplication removes reporting bias without hiding meaningful paraphrase effects, using a practical framework, thresholds, formulas, and example.

AI Prompt Version Control for Visibility Queries AI prompt version control is the practice of storing every material prompt and configuration as an im

Learn PDF SEO for AI search with a practical framework for making reports crawlable, extractable, verifiable, and easier for AI engines to cite.

Learn how YouTube videos appear in AI search and how transcripts, chapters, descriptions, recap pages, and controlled tests improve verifiable citations.

Learn podcast SEO for AI search: structure RSS, episode pages, transcripts, entities, schema, and tests so answer engines can retrieve and credit insights.

Learn webinar SEO for AI search: turn a replay into an indexable page with an edited transcript, timestamps, verified claims, schema, and measurement.

A Wikidata person entity tells AI who your founder is—role, company, expertise. Learn to qualify, build the item, and earn Knowledge Graph recognition.

AI answers quote named people, not just brands. Learn to get experts cited in AI search with expert commentary and HARO-style sourcing—then track the results.