AI Search Pipeline Forensics | 25 Brand-Free Buyer Consultations | Screaming Frog / Ahrefs Diagnostic Model
Screaming Frog / GSC style issue audit. Identifies queries where AI actively disqualified your product or recommended a rival.
| SEVERITY | BUYER SEARCH INTENT | STAGE | AI WINNER | DISQUALIFICATION & GAP FORENSICS | PROOF |
|---|---|---|---|---|---|
| Click "Execute Diagnostic Audit" above to run the 25-query diagnostic benchmark. | |||||
Multi-dimensional visual telemetry for Board and CMO reviews: Competitive Radar, Conquest Market Share, Stage Funnel, and Citation Graphs.
Side-by-side AI perception scorecards along the 5 attributes enterprise and SMB buyers compare.
Run audit to generate attribute battlecards.
Prescriptive, evidence-backed engineering and content fixes designed to recover disqualified queries.
Run audit to view ranked remediation plays.
Audits structured schema markup and machine endpoints required for LLM chunkers to ingest your specifications.