Research
What AI Overviews Did to Organic Traffic
When Google began answering questions at the top of the page, many feared clicks would vanish. Here is what the data now shows about which pages lost traffic.
What a Good Conversion Rate Actually Looks Like
A good conversion rate depends entirely on what you are measuring and which industry you work in. Here is how to read benchmarks without fooling yourself.
Do Online Reviews Actually Move the Needle?
The honest answer is yes, but not the way most marketing decks suggest. Reviews clearly shape what people buy, though the effect is never a straight line.
The Real Cost of Acquisition, by Channel
Most teams describe acquisition with one blended number. Why that average hides what each channel really costs and how to break the figure apart by channel.
Trust Signals That Actually Convert
What stalls a buyer at the decision is usually risk and doubt, not price. A trust signal earns its place when it answers that doubt at the right moment.
Where Brand Perception Actually Forms
Most of what people believe about a brand is decided in places the brand cannot control, while budgets keep flowing to owned surfaces that are easy to measure.
Where Your Buyers Actually Hang Out
Most marketing plans start with a guess. Someone decides the audience is "on social," picks two or three platforms by habit, and starts posting.
Why Reddit and Community Content Show Up So Often in AI Answers
Community discussion, especially Reddit, is one of the largest sources of citations in AI answers. Here is why that happens and where the work has to go.
