Resources
Writing, notes, and useful references on AI websites, prospecting data, support, and the operating details that turn service work into tools.
Field note4 min read
What local businesses actually need from AI websites
A practical look at speed, trust, edits, and support after the site goes live.
Product note3 min read
Turning service work into a product loop
How repeated customer fixes become better defaults inside the tools.
Lead gen3 min read
Prospecting data is only useful when it is clean
Notes on enrichment, filtering, and making lead lists worth acting on.