Tools extracted from the work.

These are the parts of my advisory work that turned out to be repeatable enough to build. If I do something by hand for three clients and see the same pattern, I try to build it instead of keep doing it manually.

Available now

GTMTools.io

Eight AI-powered diagnostic instruments — market/industry analysis, ICP/JTBD, messaging architecture, pricing, sales & marketing strategy, KPIs, and voice-of-customer.

Built for fractional CMOs, agencies, consultants, and in-house marketing leaders
Same playbook used inside advisory engagements
Self-serve subscription

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Coming soon

AEO / GEO Tooling

Self-serve AI-visibility tracking for agencies managing multiple client accounts — subscribe, monitor how your clients show up across AI answer engines, and export reports under your own brand. Extracted directly from the Agency AI Advisory work.

In development · Launch timing TBD

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Advise first

Tools follow the engagements.

If you need hands-on diagnosis before a self-serve instrument, start with Advise.

See engagements