Prompt presence across the agreed test set.
Sample report
A Clear View of the Evidence Behind Every Finding
This page shows the report structure. Client findings are added only after a completed review.
01Evidence
Show what the AI answer actually said.
02Context
Explain why the finding matters for the project.
03Priority
Separate urgent issues from useful improvements.
04Action
Connect each finding to a practical next step.
How often a useful source appears in answers.
Which pages and domains support the answer.
A dated view of mentions within the same prompts.
What makes the report useful?
The same prompt set, source list, and date are kept with the delivery so a later retest can show what changed.
molthubSAMPLE DATA
WEB3 AI VISIBILITY AUDITEvidence before promises.
38%Prompt presence7 / 20Competitor mentions12 / 20Fact conflicts2 found
Page 01
Executive Summary
High-level findings, context, and priority view.
molthubSAMPLE DATA
WEB3 AI VISIBILITY AUDITEvidence before promises.
38%Prompt presence7 / 20Competitor mentions12 / 20Fact conflicts2 found
Page 02
Prompt Test Results
AI answer screenshots and structured observations.
Page 03
Competitor Comparison
Presence, positioning, source, and evidence comparison.
molthubSAMPLE DATA
WEB3 AI VISIBILITY AUDITEvidence before promises.
38%Prompt presence7 / 20Competitor mentions12 / 20Fact conflicts2 found
Page 04
Factual Errors
Incorrect, ambiguous, or conflicting project information.
molthubSAMPLE DATA
WEB3 AI VISIBILITY AUDITEvidence before promises.
38%Prompt presence7 / 20Competitor mentions12 / 20Fact conflicts2 found
Page 05
Citation Sources
Sources that influence how AI systems form answers.
molthubSAMPLE DATA
WEB3 AI VISIBILITY AUDITEvidence before promises.
38%Prompt presence7 / 20Competitor mentions12 / 20Fact conflicts2 found
Page 06
Website & Docs Findings
Clarity, structure, consistency, and evidence gaps.
BEFORE REVIEWCategory unclearSources conflictClaims are hard to verify
→AFTER IMPLEMENTATIONPositioning alignedCore facts verifiedEvidence is easier to cite
Report format. Project results are calculated separately.Page 07
Priority Action Plan
Recommended actions organized by impact and effort.
molthubSAMPLE DATA
WEB3 AI VISIBILITY AUDITEvidence before promises.
38%Prompt presence7 / 20Competitor mentions12 / 20Fact conflicts2 found
Evidence standard
Every score comes from a dated review.
Molthub publishes client work only with permission. Private reports remain private.
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