What problem does it solve?
Marketing and PR content often fails to surface in AI answer systems like ChatGPT, Google AI Overviews, and other answer engines because it lacks extractable answers, clear attribution, and entity clarity. This Skill audits, questions, suggests, or rewrites your press releases, blog posts, and contributed articles so AI systems can more easily retrieve, understand, quote, and cite them—without inventing facts or degrading human readability.
Core Features & Use Cases
- Fact-Preserving Rewrites: Builds a fact ledger of every number, date, entity, and claim before editing, ensuring no statistic, caveat, or attribution is lost or fabricated during revision.
- Evidence-Labeled Recommendations: Ranks up to three highest-leverage changes, each labeled supported, promising, or speculative, with explicit tradeoffs.
- Honest Scope Separation: Distinguishes writing-level improvements from retrieval and authority limits (indexing, backlinks, publisher reputation) that prose edits cannot fix.
- Use Case: Before publishing a product announcement, run an AI visibility audit to identify buried answers, ambiguous entities, and promotional claims lacking evidence—then apply a safe rewrite that keeps every verified fact intact.
Quick Start
Audit this press release for AI search visibility and suggest the highest-leverage fact-preserving edits before publication.
