Competitor GEO Benchmarking
Comparing recommendation rates against named competitors by funnel stage, customer segment, and platform, to find where they are weak.
Analogy Mental model
Sand table planning: the enemy has concentrated on the main road, and the valley on the flank is barely defended.
In practice What you actually do
Build a matrix with segments on one axis, competitors on the other, and colour the cells by recommendation share. The pattern usually shows the incumbents owning generic queries while specific verticals are contested weakly with poor sources, which is where a smaller brand can take a position outright.
Where people get burned Pitfalls
Segmentation is the only realistic route for a small brand against a large one. Competing for the generic category question means competing with brand recognition you do not yet have.
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