AI builder shootouts, honest build logs, and plain-English explainers on how AI search decides who to name. What we learn building for clients, written down.
What AI engines look for before they trust a source, and a step-by-step way to show experience, expertise, authority and trust on every page you publish.
What AI engines check before they name an expert, step by step.
FEB 17, 2026 · READ →Misaligned projects, messy data and no human oversight: the common ways businesses stay invisible to AI.
MAR 26, 2026 · MOVING TO THE LABMore customers, bigger transactions, more often, and why most implant practices only work the hardest one.
MOVING TO THE LABOne brief, three builders. What each got right, and what we'd actually ship.
IN THE WORKSBrief to checkout, with AI doing the heavy lifting and people making the calls.
IN THE WORKSHow AI answers turn a list of options into a single recommendation.
IN THE WORKSEverything in the Lab gets used on real client work. Start with a free market check.