See new, won and lost rankings in context without confusing third-party estimates with first-party data.
Use Ahrefs data for monthly snapshots of keywords, rankings, traffic estimates, backlinks, competitors and AI visibility.
Use Ahrefs data for monthly snapshots of keywords, rankings, traffic estimates, backlinks, competitors and AI visibility.

Use Ahrefs data for monthly snapshots of keywords, rankings, traffic estimates, backlinks, competitors and AI visibility.
Initial trial snapshot and automatic monthly refresh
New, won, lost and declining keywords
Clear labelling of Ahrefs estimates
Every step stores source, timestamp, version and owner so output can be explained and rolled back.
Select the website, market and approved data source.
Normalise signals and expose missing evidence.
Review draft, evidence, changes and expected impact.
Compare before and after using consistent definitions.
No external write happens merely because a model suggests it. Risky changes require a preview, explicit approval, an audit trail and rollback.
AnalyseAhrefs
✓ApproveAI with human control
●MeasureAudit · version · rollback
↗Use Ahrefs data for monthly snapshots of keywords, rankings, traffic estimates, backlinks, competitors and AI visibility.
Yes. Metrics and recommendations activate only when relevant sources are connected. Missing data remains visible as a limitation.
Yes. The same workflow supports self-service, managed and hybrid delivery with clear ownership and approval.
Only through a tested write connector and according to the customer’s approval rules. Draft and human review are the default.