Four steps, run every quarter: see what AI is saying, forecast what will change it, act, and measure the lift.
Buyers compared brands themselves. Everything competed in plain sight. You optimised the page.
AI reads the category and recommends one brand. If you're not in the answer, your funnel never starts.
A third of category research now starts with AI. Brands that aren't recommended get left behind.
Four moves, looped quarterly. Every cycle sharpens the next forecast.
Every engine, every buyer question, every claim about your brand and your competitors — in one view.
Every candidate investment is scored for expected lift before you commit budget. See the forecast, then decide.
Every action has a brief, an owner, a budget and a forecast — prioritised by expected impact.
Predicted vs actual lift after every action. Numbers your CFO can read.
Not named in any engine when buyers asked about ownership experience.
Named in 4 of 6 engines. Service trust now a positive signal.
Diagnosis, decision support, and an execution queue your team can work from.
Every source, citation and claim AI trusts in your category — mapped.
Score every campaign for expected lift before you commit budget.
One priority list across your team, agencies and partners — with owners, status and measured lift.
See what AI tells your buyers about your brand. A 30-minute walkthrough, your category already scanned.