An AI agent audited Jim Klauck’s 42-year radio brand, typeset a 20-page PDF, and built his website live — Jim’s part: 30 minutes.
How We Audited Marko Sipila’s Personal Brand and Both His Companies with AI Agents — in One Afternoon
A 14-page authority audit of Marko Sipila, HVAC Quote AI, and CoatingLaunch — researched, scored, planned, and partially executed by AI agents in one afternoon. DR 40 with one keyword, a spam attack, a Finnish novelist holding his Knowledge Graph entity, and the 90-day fix.
How an AI Agent Audited George Leith’s Personal Brand — 30 Years of Authority, One Visitor a Month
George Leith built Vendasta’s revenue engine and hosted 250+ episodes — yet his entity home gets one visit a month and Google thinks he died in 1842. One agent session measured it, built the 16-page audit, and shipped the fixes.
How an AI Agent Built an Olympic Speed Climber’s Entity Home in One Day
Julian David is New Zealand’s first male Olympic speed climber – 84.6K Instagram followers, a Wikipedia page, a claimed Knowledge Panel, and until this week, no website anywhere on earth. Here’s how an AI agent built his seven-page entity home in a day, with the photo pipeline, the gotchas, and the token receipt.
An AI Agent Audited a 15-Person Accounting Firm in One Sitting: Every Step, Token, and Dollar
A Claude agent ran a complete personal brand and business audit on Humm Accounting founder Hunter Terpenny — 20 pages, 8 charts, ~2.6M tokens, about $30. The same scope by hand: 30.5 hours and $1,830. Here is the full step-by-step log.
How an AI Agent Audited a 15-Truck Electrician’s “SEO” in One Afternoon — and What It Found
NAZ Electric has the best reviews in Flagstaff and a website that gets 7 visits a month. The full build log of an AI agent’s 20-page audit: every tool, every finding, and the $13 bill vs the $1,560 human equivalent.
An AI Agent Audited a Million-Follower Doctor in One Afternoon — Every Step, Connector, and Token
We pointed an AI agent at Dr. Terry Shintani — Harvard-trained MD, Living Treasure of Hawaii, ~1M followers — and got a verified 15-page brand and monetization audit for about $29 in tokens. Here is every step, connector, skill file, and the human-cost comparison.
How We’re Helping Andrew Pickett Dominate Google’s Knowledge Panel with AI
Most people think of a Google Knowledge Panel as a vanity thing. You search your name, and there’s that nice box on the right side with your photo and bio. But it’s much more than that. A Knowledge Panel is basically a real-time rendering of what Google understands about you. And with two-thirds of search results now coming through AI …
What I Mean by RSI — and What I Don’t
No deployed model updates its own weights — the critics are right. What improves is the system: skills, SOPs, and memory, rewritten every run against a definition of done. Here is the precise claim, the receipts, and the corrections in both directions.
Five Duplicate Knowledge Graph IDs and an Invisible Family Business: The Ben Forstie Audit
Ben Forstie’s family built Durafoam Roofing – 4.7 stars, 59 reviews, DR 30, Phoenix’s foam-roofing leader since 1989. But Google holds five duplicate entities for Ben, zero public sources connect him to the family company, and all four family-name domains sat unregistered. The 15-page stoplight audit is at the bottom.
How an AI Agent Turned 1,873 Podcast Episodes Into 200 Live Guest Articles in One Day
Sean Kelly’s Digital Social Hour had 2,421 videos and zero articles. In one day, our AI agent inventoried all 1,873 long-form episodes, then wrote, fact-checked, and published 200 SEO guest features on seankelly.io – verified zero duplicates, zero broken links, all thumbnails. Here’s the full pipeline, including the identity catches that saved us.
3 Million Followers, Zero Search Keywords: Inside the AI Audit of Ryan White’s Digital Footprint
Ryan White of Social Revelation has 3 million verified Instagram followers – and zero organic keywords across all three of his websites. Our AI agent built a claims-vs-evidence proof ledger for his entire footprint in one session. The 15-page audit PDF, including the Authority Score rubric, is at the bottom.