Is AEO just SEO?
Where the disciplines overlap, where they diverge, and why answer visibility requires a wider evidence system than rankings alone.
Read the perspectiveInsights
Clear thinking for decisions that cross functions.
Evidence-led perspectives on AI visibility, finance, growth, operating performance, technology, and the systems leadership needs to move important priorities forward.
Featured thinking
Start with the questions shaping the market now.
How do you measure AI search visibility?
A defensible measurement protocol separates time-bound observations from interpretation, priorities, and unsupported certainty.
Read the frameworkWhat is financial visibility?
Why reliable records alone are not enough, and how management finance connects actuals, drivers, scenarios, ownership, and decisions.
Read the explainerCoverage
The operating questions behind acceleration.
Executive leadershipStrategyRevenue & go-to-marketProduct & marketMarketing & brandFinance & performanceOperationsTechnologyArtificial intelligenceCapability developmentPortfolio value creation
Editorial trust
No invented proof. No false certainty.
SPG insights distinguish observation, interpretation, recommendation, forecast, and unknown. Platform examples are not partnership claims. Illustrative artifacts are labeled. Material client results, quotes, logos, or private information require documented permission before use.
Apply the thinking
Bring SPG the decision the business needs to make.
Insights are useful when they improve action. Start with the priority and the evidence available today.