AI visibility monitoring that shows what changed — and why it matters
A single AI visibility score tells you where you stood on one day. Monitoring repeats the same measurement for the same brand, market, language and buyer questions, so you can see when competitors gain ground, when you lose a recommendation, and which opportunities are worth acting on.
Why a one-off score is not enough
AI answers vary from run to run, and engines change their models and sources without notice. A score taken once cannot tell a real shift apart from normal variation, and it says nothing about the direction you are moving in. Repeated, comparable measurement is what turns a number into a trend you can act on.
- A competitor can start being recommended for your most important buyer questions without any visible change in your web analytics.
- An engine can stop citing your website as a source after a model or index update.
- An improvement you published only means something if the same questions are measured again afterwards.
Same brand, market, language and questions — every time
Every monitoring run repeats the scope of your Full Baseline: one exact Brand + Market + Language context, the same buyer questions, and the same five engines — ChatGPT, Gemini, Claude, Perplexity and Google AI Mode. Because the scope stays fixed, a change in the result reflects a change in the AI answers, not a change in what was asked.
Competitive changes, backed by evidence
Monitoring tracks more than your own score. It records which competitors are mentioned and recommended for the same questions, which sources the engines cite, and the actual AI answers behind every observation — with prompt, engine, model and date — so any movement can be checked against the evidence.
Monitor vs Autopilot
| Monitor | Autopilot | |
|---|---|---|
| Recurring, comparable measurement | Yes | Yes |
| Competitor and source tracking | Yes | Yes |
| Prioritised opportunities | Yes | Yes |
| Implementation-ready improvements prepared for you | — | Yes, where supported |
| Re-measurement of the questions an improvement targeted | — | Yes |
How often measurement runs depends on the plan. With either plan, Conviora never changes your website: you review and approve every improvement, and you or your team implement it.
Acting on what monitoring finds
- 01
Spot the gap
See the buyer questions where you are missing, or where a competitor is recommended instead.
- 02
Prioritise
Focus on the opportunities with the clearest evidence and buyer intent.
- 03
Approve and implement
Review prepared work, approve it, and publish it on your own website.
- 04
Re-measure
Compare the targeted questions in the same scope. Movement is an observation, not proof of cause.
Start monitoring from a real baseline
Every monitoring trend begins with a Full Baseline. Run yours for free, then choose Monitor or Autopilot. Free account required, no payment card.
Get a free AI visibility baseline