Forecast the lift — then prove it moved.
The category is entirely descriptive: it tells you where you are, never what a change will do or whether it worked. Seencite predicts the top levers and their estimated citation lift, then re-measures the realized before→after — the ROI number you can take to your boss.
Predicted top levers
From your audit and citation gaps, a ranked list of the fixes most likely to raise your citations — with an estimated lift per lever, labeled a model estimate.
Time-to-citation ETA
Not just what to do, but roughly how long it typically takes to show up in answers — so expectations are set honestly.
Realized before→after
Deploy the change, re-scan, and see the actual measured movement — a proven lift, not a screenshot or a promise.
A number for the boss
Turn “AI visibility” into a defensible before→after you can put in a report — the thing every marketer is asked for and can’t produce.
Descriptive is a commodity. Proof isn’t.
Anyone can show you a dashboard. Almost no one closes the loop from predict → deploy → verify. That loop is what makes AI visibility a budget line a CFO will renew, and it’s built into the product.
See what a fix is predicted to do
Free scan, no card — your GEO score in about a minute.
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