Forensic Local Visibility & Citation Intelligence
Verifiable evidence behind every recommendation, with deep forensics for multi-location brands.
- Next-generation Citation Intelligence: identifies which publishers and directories route AI agents to competitors, with auto-generated outreach playbooks per domain.
- Forensic Local Dashboard: Winning, Losing, and Why tabs layer geospatial, network, and linguistic views on top of every multi-location query.
- Hallucination Catalog: every fabricated AI claim is logged, traceable to its source query, and linked to ground-truth proof for evidence-based reporting.
- Provider Attribution & Trust Tiers: every competitor mention now carries a corroborated, single-source, or unverified label.
- Cross-audit memory keeps citation and competitor knowledge persistent across time.
- Self-healing pipelines auto-recover stalled jobs and reconcile incomplete runs without operator intervention.
- Onboarding now auto-discovers a brand’s own physical locations from historical search signals.