Why Did My AI Visibility Results Change?
Symptom: Your scores moved between reports without an obvious cause.
This is normal. AI answers are probabilistic and shift as models and their sources update. A change can come from model variability, source updates, a competitor move, or your own published change. Read the trend across several reports rather than reacting to a single one.
What this page covers
Section titled “What this page covers”- Why results change
- How to tell signal from noise
- What to do about a real change
Why results change
Section titled “Why results change”- Model variability. The same prompt can produce different answers on different runs.
- Source updates. The pages and listings models rely on change over time.
- Competitor moves. A competitor publishing or earning citations can shift answers.
- Your changes. A page you shipped can move the prompts it targets, after a delay.
How to tell signal from noise
Section titled “How to tell signal from noise”A single report that differs from the last is usually noise. A change that holds across several reports is signal. Use the weekly brief to see sustained movement, and open the prompts behind a change to read the actual answers.
What to do about a real change
Section titled “What to do about a real change”If a sustained drop is yours, check whether a page changed or became less crawlable. If it is a competitor, find the prompts and sources where they gained and contest them.
Frequently asked questions
Section titled “Frequently asked questions”My score dropped but I changed nothing. Why?
Section titled “My score dropped but I changed nothing. Why?”AI answers shift as models and sources update. Confirm the change holds across reports before acting.
How many reports should I wait before reacting?
Section titled “How many reports should I wait before reacting?”Look for a change that persists across at least a few reports.