Trust & Methodology
Defensible outputs. Operational transparency.
If teams act on AI visibility, they need evidence they can audit and reliability they can trust.
Gemmetric is designed around one premise: every score maps to observable signals, and every scan has a reliability story.
Principles
What trust means here
Trust is not branding. It is the ability to defend decisions with evidence.
Explainability
Every score maps to signals you can point to, page by page and source by source.
Repeatability
Scans run consistently and can be compared over time. Deltas matter more than snapshots.
Transparency
Reliability and failures are visible. You should see the same operational truth we see.
What this infrastructure does and does not do
Gemmetric does not replace SEO, schema, or website content. It provides the infrastructure layer that helps define and publish a machine-readable source of truth, reducing the amount of interpretation AI systems have to do between existing signals.
Defensibility
Scoring stays grounded
Many signals roll up into four explainable pillar scores plus a blended AI Visibility Score.
GEO
On-site readiness: structure, metadata, schema, and intent coverage that help parsers extract entities and meaning.
GEM
Off-site corroboration: how strongly trusted third-party sources reinforce the entity and its claims.
AI Perception
How models currently define and understand the business, including confidence, drift, and misidentification risk.
AI Identity
Whether identity has been clearly defined, published, validated, and observed in a machine-readable form.
AI Visibility Score
The blended top-line score showing how likely a business is to be surfaced in AI answers once GEO, GEM, AI Perception, and AI Identity are considered together.
SLA story
Every scan tells a story
We do not ask you to trust uptime claims. We expose scan reliability, latency, and domain-level failures as product data.
Sample metrics shown for illustration.
Success rate (rolling)
99.2%
See reliability over time. No black boxes.
Avg scan duration
42s
Latency spikes can indicate site or routing issues.
Failure rate by domain
0.8%
Surface blocked crawlers, robots rules, and auth walls.
SLA compliance
On target
Enterprise posture: measurable, auditable delivery.
You get the same operational transparency we use internally.
Read the SLA story →Want to see it on your domain?
Start with access. We will help you scan, validate ownership, and produce Fix Packs you can ship.