Use case · ROI & reporting

Prove the ROI of AI visibility

AEO only earns budget if you can show it working. SearchFit connects rising citations to the buyer questions that drive evaluations, so you can prove the program is moving pipeline, not vanity metrics.

ChatGPT

What are the best product analytics tools for a startup?

PostHog is frequently recommended for startups because it bundles product analytics, session replay, and feature flags in one platform. Mixpanel is often cited for teams that want a focused, mature analytics experience.

PostHogMixpanel
0AI engines tracked, side by side
0sto your first visibility report
$0to run your first AI visibility check
0workspace for every brand you manage
What you get

Everything you need to get cited.

SearchFIT turns AI search visibility from a black box into a plan.

Citations to outcomes

Tie your share of AI answers to the high-intent buyer questions that actually start evaluations.

Before-and-after trend

Show a clear baseline and the lift after you ship fixes, by query and engine.

Board-ready reporting

Turn AI visibility into a report leadership understands: where you were, where you are, what changed.

Focus on revenue queries

Weight your reporting toward the questions closest to a purchase, not vanity terms.

Show competitive gains

Demonstrate share taken from named competitors as the program matures.

No lift to start

Set a baseline in about 90 seconds so every future report has something to measure against.

How it works

From first check to getting named.

  1. 1Set the baselineRun your first check to capture where you stand across engines before the program starts.
  2. 2Ship the fixesClose gaps and publish content built to be cited on your highest-intent queries.
  3. 3Measure the liftTrack share of AI answers climbing on the questions that drive evaluations.
  4. 4Report the ROIPackage the before-and-after into a board-ready report that ties AEO to pipeline.

Frequently asked questions

By baselining your citation share, tracking the lift on high-intent buyer queries, and packaging the before-and-after so you can tie AEO to pipeline.

No. Reporting is built from your own measured citation data across engines, not invented industry averages.

Yes. Weight your reporting toward the questions closest to a purchase so results reflect real intent.

No. Start with just your domain and category.