Guides

Practical playbooks for improving AI visibility and measuring what it drives.

These guides are written for developer tool teams that need to improve AI search visibility, separate AI traffic from traditional organic traffic, and turn content work into something measurable.

Improve AI visibility

Learn how to identify the prompts and citation sources that shape whether your developer tool appears in ChatGPT Search, Perplexity, Google AI Mode, Grok, and other answer surfaces.

Measure AI traffic

Separate AI referrals from organic search, direct visits, and community traffic so reporting connects visibility work to visits, trials, content engagement, and adoption movement.

Build answer-ready content

Use guides to turn docs, comparison pages, launch notes, and community evidence into assets that are specific enough for developers and structured enough for AI systems to reuse.