Methodology: This check follows wSEO methodology 1.1. How the assessment works
AI Visibility Monitoring
Repeat the same controlled checks and show how mentions, citations, and competitors change over time.
- An agreed query and platform set
- Mentions, links, cited URLs, and competitors
- Factual errors and material changes
What to prepare
- the canonical URL and exact test journey;
- dated baseline evidence;
- a list of implemented changes;
- the same device, browser, region, and account where these affect the result.
Step-by-step verification
- Queries and test conditions are recorded
- Changes are compared with the prior period
- Normal response variability is identified separately
Repeat the check at least twice in a fresh window. For non-deterministic AI answers or experiments, use multiple repetitions and do not draw a conclusion from one response.
Acceptance criterion
A visibility history with recorded queries, platforms, dates, answers, and prioritized changes.
Save the URL, date, screenshot, HTTP response, or analytics event—the evidence type that directly proves the promised outcome.
This is not deterministic rank tracking; AI answers vary and may be personalized.
If verification fails
Do not hide the symptom with additional changes. Return to the baseline, check caching and configuration propagation, then compare the actual result with the agreed scope.
