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Evidence Desk

How HubSEO structures, deduplicates, and prioritises findings. Every claim is traceable.

Zero Synthetic DataTraceable Evidence

The Evidence Desk is the layer between raw measurements and the report you read. It merges detector output into findings, keeps every claim traceable to its evidence, and ranks what matters.

The finding structure

Every diagnostic finding answers five questions, in this exact order:

What is happening · the measured observation, with the evidence that produced it.
Why it matters · the consequence for growth, crawlability, or AI visibility.
How important it is · a human severity label.
What should happen next · the concrete change.
Can HubSEO prepare the fix · whether an AI-ready fix pack can be generated.

Human severity labels

Severity is written for humans, not dashboards:

Critical Barrier

Fix this first

A blocking issue. Crawlability, Core Web Vitals, or organic indexing is measurably constrained.

High Leverage

Important improvement

Clear, evidenced value in fixing soon. Directly impacts visibility or user experience.

Moderate Priority

Worth improving

Real but lower-leverage. Solves secondary audit findings and schema completeness.

Refinement

Optional polish

Cosmetic or marginal enhancements with minimal ranking delta.

Deduplication and merging

The same problem can surface from three sources: the fix pack, the SEO check groups, and Lighthouse audits. The presentation layer merges these by topic so you see one finding with combined evidence, not three near-duplicates. The desktop report adds a sticky side index: overview, growth barriers, working well, review later, verification.

Statuses and what they mean

StatusMeaning
passMeasured, and met the standard.
warningMeasured, partially met. Half credit in check-set scoring.
failMeasured, not met.
infoEvidence unavailable. Excluded from scores, never counted as failure.

Check results can carry an evidencePath pointing at the exact captured artefact that produced them.

What Evidence Desk is not

The Evidence Desk is per-URL, per-scan. It is not a rank tracker, not a backlink index, and not a web-wide crawler. HubSEO measures your verified properties and your selected competitor domains, deeply. Read Boundaries for the full list of deliberate limits.

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