// Blog

Notes from the field.

Long-form writing on AI search visibility for B2B SaaS. Methodology, industry data, and what's actually working with retainer clients.

Publishing cadence: roughly one deep piece per month. Faster once retainer load stabilises.

// Methodology
What 40 B2B SaaS audits taught me about getting cited in ChatGPT
After running 40 audits, the same seven mistakes show up in 33 of them. Here's the pattern, why it persists, and the order to fix it.
May 5, 202611 min read

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