Visibility Coverage
Evaluate representation in AI outputs, source citations, and search-surface placements across prioritized geographies and query classes.
P10 GEO Auditor
P10 GEO Auditor
P10 GEO Auditor is the agency platform for measuring and improving AI-era visibility across model answers, search surfaces, and supporting source ecosystems.
It is built for controlled, repeatable audits: scoped by organization, team, project, and site; backed by invite-only access; and designed so every recommendation can be traced to evidence.
Operational Controls
Manage teams, projects, sites, schedules, and role-based access with invite-first onboarding and auditable account changes.
Evidence Traceability
Preserve recommendation lineage with captured observations, structured metadata, and action logs for review, QA, and stakeholder reporting.
Process Depth At A Glance
A high-level view of audit complexity and validation depth derived from the narrative run architecture.
20+
Stage Gates
Narrative flow checkpoints from intake through learning feedback
3
Model Authority Lanes
Primary, challenger, and fallback analysis chain
3
Extraction Passes
Strict, lenient, and fallback signal extraction modes
4
Primary GEO Layers
Coverage, diversity, authority, and concentration anchored by technical quality
2
Search Surfaces
Google and Bing enrichment paths when enabled
9
Learning Signals
Profiles, facts, hypotheses, families, deterministic deltas, outcome deltas, lifecycle outcomes, memory, and scoring history
3
Tuning Controls
History-gated tuning status, robustness guardrails, and optional bounded safe-apply policy
Built for Repeatable Improvement
GEO performance is tracked across repeated runs so teams can compare results over time, identify priority actions, and validate improvement with clear evidence.
Recommendation outputs are kept client-actionable even when noisy runs occur, and tuning guidance is constrained by site-history robustness guardrails before any bounded apply policy is used.
Each run is structured for operational follow-through: auditable outputs, accountable ownership, and measurable progress.