Share of Voice by Serge

Make the number
earn your trust.

We build AI visibility reports you can inspect. Field notes explains how to read them—and when you do not need to buy one.

Who is behind this?

Share of Voice is a product by Serge, operated by Superstellar LLC. We measure brand mentions and recommendations across selected model APIs, preserve the answers, and connect findings to practical marketing work.

Our reports describe a defined question set and test conditions. They do not claim to capture every AI conversation or certify a universal brand ranking. The measurement method explains what we collect and what the numbers can establish.

What makes a field note worth publishing?

A clear question, an answer a reader can use, and enough evidence to check the important claims. A worked calculation, a reusable audit sheet or a concrete decision rule earns its space. A longer introduction does not.

Public marketing discussions help us find questions. We check platform claims against primary documentation. A Reddit reply can be a useful lead; votes and tool recommendations do not turn it into proof.

The rules we write by

  • Show assumptions and denominators. Label fictional examples and distinguish API benchmarks from consumer apps.
  • Link factual platform claims to their sources. Keep publication and substantive update dates visible.
  • Do not invent authors, customer stories, tests or results. Guides carry our organizational byline.
  • Separate observed evidence from interpretation and suggested work. Explain when doing nothing is a reasonable choice.
  • Keep the commercial interest visible: we sell reports. A free manual check may be enough for your current decision.

Corrections are part of the job.

If a claim is wrong or out of date, send the page and the evidence to hello@shareofvoice.app. We review corrections and update the guide when warranted. Substantive changes receive a new update date; publishing an unrelated article does not refresh the dates on everything else.