No public scoreboard. Still a verdict.
The board will not fund another keyword report—they want to know who AI recommends.
There is no leaderboard. There is still a winner.
What they need to prove
pick a platform that measures buyer situations
What has to be decided
compare tools on recommend and cite, not rank overlap
There is no public leaderboard for AI visibility—only the verdict buyers carry out of the room.
What "evaluate" means in practice: compare tools on recommend and cite, not rank overlap. Not another scorecard.
The board will not fund another keyword report—they want to know who AI recommends.
SEO Director still has to sign—and sign the story, not the spreadsheet.
If the pilot deck says go but the engines say wait—what proof would actually clear the room?
Heft turns pilots into drama you can read—not decks you can debate.