AI Visibility Analyst Certification

Level

intermediate

Modules

Runtime

118

minutes

Price

Free

Credential

Yes

Peer review

Outcomes

Deliverables

Modules

1
Prompt cohort design
Choose prompts that reflect demand, buyer language, and business risk.
18 min · video
2
Source and citation reading
Separate owned-page gaps from third-party authority gaps.
20 min · lab
3
Competitor share of voice
Compare brand mentions, sentiment, answer position, and topic coverage.
22 min · worksheet
4
Confidence, variance, and caveats
Use sample size and overlap signals to avoid false precision.
20 min · video
5
Analyst exam
Build a measured report from a sample AI visibility data set.
38 min · quiz

Exam and badge

Questions

Validity

months

Labs

Quizzes

Badge: Certified AI Visibility Analyst

Evidence checklist

Downloadables

AI visibility scorecard worksheetcompetitor gap memo worksheetmethodology footnotes worksheetproduct surface checklist

Product surfaces

/ai-visibility/ai-visibility/evidence/topic-health/benchmarks

Competitive benchmark

Ahrefs Brand RadarSemrush AI Visibility ToolkitPeec dashboards