SearchestraSomeone Picked the Questions Behind Your AI Visibility Score. Was It You?
Every AI visibility score answers a hidden question: which prompts were tested? Different questions surface different brands, so whoever picked the prompt set effectively shaped your result. If a vendor chose them behind the curtain and will not show you, your flattering, or alarming, number could be an artifact of the questions, not reality.
The questions decide the answer
A prompt set weighted toward the questions you happen to win makes you look strong; one weighted toward a competitor's strengths makes you look weak. Neither reflects reality if the set is skewed. When you cannot see the prompts, you cannot tell whether the score is a measurement or a manufactured story.
Shown versus hidden prompts
| Disclosed prompt set | Hidden prompt set |
|---|---|
| You can judge the balance | You take the number on faith |
| Reproducible | Unverifiable |
| Reflects real intents | Could be cherry-picked |
Insist on seeing the questions
Searchestra uses a disclosed, brand-neutral prompt set spanning real buyer intents, so your score reflects how buyers actually ask, not a hidden set of questions chosen to shape the result.
Whoever picked the prompts shaped your AI visibility score; insist on a disclosed, balanced prompt set so the number reflects reality, not cherry-picked questions.
Frequently asked questions
Why does the prompt set behind my score matter?
Because different questions surface different brands. Whoever chose the prompts shaped your result, so a hidden set could skew it.
What if a vendor won't show me the prompts?
Treat that as a signal. An undisclosed prompt set makes the number unverifiable and possibly cherry-picked.
What should a trustworthy prompt set be?
Disclosed, balanced across real buyer intents, natural in phrasing, and stable, so your score reflects reality.