Home/Answers
Answers
Artificial intelligence is changing how people research businesses. Some of these questions have straightforward answers. Others are complicated, because AI keeps moving. This is where I explain what we know today, what we're still learning, and why it matters to your business.
Choose a question
Thirty years of digital marketing, no software vendor behind me, and no ranking promises to protect.
Read the answer → 02You can. One question on one day is an anecdote, the value lives in the comparison.
Read the answer → 03A written record of what three specific AI systems currently believe about your company.
Read the answer → 04One model gives you an opinion. Three give you a disagreement worth investigating.
Read the answer → 05Audits score you and hand you a task list. This is evidence, not a scorecard.
Read the answer → 06Because a person spends hours on it, one business at a time, by hand.
Read the answer → 07Often, yes, but not by guessing at what needs changing.
Read the answer → 08The findings are yours. Act on them internally, hand them off, or simply file them.
Read the answer → 09It will. That's precisely why a dated snapshot is worth having.
Read the answer → 10Where the raw material comes from, and how a model decides which sources to believe.
Read the answer → 11Category confusion is the most common and most expensive misreading I find.
Read the answer → 12Different training data, different weighting, different conclusions about the same company.
Read the answer → 13Recognition and recommendation are two separate problems. Most owners only test the first.
Read the answer → 14What the current evidence supports, and where the claims get ahead of the research.
Read the answer → 15One is generated in seconds by software. The other is read and written by a person.
Read the answer →Next step
Artificial intelligence has already formed an understanding of your company. The only question is whether it matches reality. Find out before your next customer does.