Thoughts & Perspectives
Building in public
Can AI Actually Value a Property? AVMs, CMAs, and What Still Needs a Human
The honest answer on AI property valuation in 2026 — how AVMs actually work, where they fall apart (condition, renovations, micro-location, thin markets), how AVMs differ from a CMA and an appraisal, what AI really does in mortgage underwriting, and the draft-and-approve valuation workflow for agents.
Who Do AI Engines Actually Cite? What 74 Tracked Buyer Queries Show (July 2026)
Original tracking data from 74 commercial buyer queries run weekly against Perplexity and ChatGPT. Perplexity's top source is YouTube. ChatGPT's is Business Insider, then Reddit. Reddit is the only domain in both top three. And unknown niche sites regularly out-cite Forbes.
AI for Bookkeeping: What It Actually Does Well (and What Stays Human)
AI for bookkeeping in 2026 — the honest answer on whether it can replace your bookkeeper, the four things it genuinely does well, the three ways it quietly goes wrong, what the draft-and-approve setup actually costs in money and weekly minutes, and what this means if you're the bookkeeper.
The Systems a One-Person Business Actually Runs On (2026)
A one-person business is five systems with one approver: content, sales follow-up, delivery, books, and the AI draft-and-approve layer that ties them together. Here's each one with real tools, real monthly costs, a realistic week, and where the model breaks — from someone running two businesses solo.
How I Evaluate a Product Project in 30 Minutes
The exact 30-minute sequence I run when a founder asks me to look at their product: who it's for, whether anyone has paid, what's actually shipped versus what's in the deck, the one metric that matters, and the verdict — kill, focus, or ship this week. Plus the red flags that end an evaluation in the first five minutes.
What Should You Automate First? The Impact-Ordered Answer
Not the coolest workflow — the highest hours per week × repetition × low judgment. A scoring framework you can run yourself in 30 minutes, worked examples of what wins (intake and follow-up) and what always loses (pricing, hiring), the first-automation candidate by business type, and what not to touch first.
From AI Ideas to AI Systems Your Team Actually Uses
You already know where AI could help. The gap is turning that list into something the team does on a Tuesday. The five-step conversion: one impact-ordered workflow, draft-and-approve with a named owner, wired into the inbox or CRM you already live in, measured in drafts approved per week — then workflow number two.
AI Automation for Multi-Brand Businesses: How to Roll It Out Across Two Companies (2026)
You own two companies that share clients but run different processes — separate CRMs, a shared back office, two pipelines, two staffs. Here's the rollout order that works: shared layer first, brand-specific pipelines second, CRM consolidation last (or never). From someone running two businesses on one AI layer.
What Is a Solopreneur? The One-Person Business, From Someone Running Two (2026)
What a solopreneur actually is in 2026 — the real definition, how it differs from traditional entrepreneurship, the characteristics that matter (not the Instagram version), honestly-ranked business ideas, and how AI changed the one-person ceiling. From someone running two businesses solo.
How to Start a SaaS in 2026: The Version From Someone Who's Shipped 50+ Products
How to start a SaaS in 2026, without the guru course: the seven steps in the right order, what a business plan actually needs, real startup costs (way under $100/month), the AI-era build path — and the mistakes that kill most SaaS ideas before customer one.
AI for Property Management: What to Actually Install First (2026)
AI for independent property management companies in 2026 — why the software listicles miss the point, why maintenance-request triage and tenant communication are the workflows to install first, the two AI aisles to stay out of entirely, and real costs from about $40/month.
How Much Does AI Consulting Cost? Real Prices From a Consultant Who Publishes His (2026)
What AI consulting actually costs in 2026 — assessments, implementations, rescues, and ongoing help — with real published prices instead of "book a call to find out." From a consultant who thinks hidden pricing is a tell.
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