Blog.

Watching public prices is legal, scraping is a gray zone, and coordinating with rivals is a cartel, even via software. The full framework, plus realistic profit numbers for dynamic pricing.

AI product descriptions don't raise your marketplace ranking directly. Here's what they do change, what belongs in the prompt, and what one invented attribute costs.

Your reviews are a data goldmine nobody's reading. Here's how AI turns theme and sentiment analysis into insight, which tools work, and where they fall short.

A phone photo can become a store-ready product image with the right AI tools. Here's which ones work, what they cost, and the risk to watch for.

By most available estimates, only a small fraction of AI users worldwide ever pay for it; the vast majority run their entire workflow on free tiers. That number alone is striking, but the real question is different: how free is that "free" tier actually, where does it quietly cap you, and at what...

Picture a neighborhood grocery store. In the back room, 40 cartons of milk are two days from their sell-by date and still sitting on the shelf, while the best-selling chocolate wafers have been out of stock for three days straight. The owner's only planning tool is a spreadsheet updated by hand: ...

You've decided to invest in an AI project, you've set aside a budget, and now comes the hard part: picking who actually builds it. Search "AI consultant" and you'll get dozens of agencies, freelancers, and self-proclaimed "transformation experts." Some run real engineering teams. Some are one per...