Guide
Tattoo Machine Source Confidence Guide
Source confidence explains how much trust to place in a machine profile. A strong profile should separate official specs, seller listings, complaint signals, and creator or owner references instead of blending everything into one label.
What Source Confidence Tracks
The index checks whether a machine has official specs, seller listings, source-level extracted fields, complaint context, and video or owner references where available.
Source Coverage is separate from Data Match. A machine can look close on specs but still have a lower source-coverage label if key fields conflict or sources are thin.
Why It Matters for Source Review
Transparent source confidence helps users understand why one profile is more reliable than another. It also prevents the site from presenting data profiles as undisclosed hands-on reviews.
When source logs are complete, future corrections and updates become easier to audit.
How To Read a Profile
Prefer profiles with official spec sources, clear seller records, known reported issue data, and no unresolved conflict flags.
Treat C or D confidence as a prompt to verify official pages and exact model names before relying on the profile.
Indexed Machines Snapshot
A live slice from the machine index. Open a profile to inspect source logs, reported issue signals, and seller availability.
Cheyenne
HAWK Pen
Issue signals Reported issue signal: higher · Source coverage A
Sources
14 sources
Data Match
Limited
Cheyenne
HAWK Thunder
Issue signals Reported issue signal: moderate · Source coverage A
Sources
6 sources
Data Match
Limited
Mast
Mast Archer
Issue signals Reported issue signal: lower · Source coverage A
Sources
10 sources
Data Match
Partial
Mast
Mast Tour
Issue signals Reported issue signal: moderate · Source coverage A
Sources
9 sources
Data Match
Partial
Cheyenne
SOL Nova Unlimited
Issue signals Reported issue signal: higher · Source coverage A
Sources
9 sources
Data Match
Partial
Ambition
Soldier
Issue signals Reported issue signal: higher · Source coverage A
Sources
9 sources
Data Match
Limited
Spektra
Spektra Xion
Issue signals Reported issue signal: moderate · Source coverage A
Sources
5 sources
Data Match
Partial
Bishop
Wand
Issue signals Reported issue signal: moderate · Source coverage A
Sources
5 sources
Data Match
Partial
FAQ
What should I know about what source confidence tracks?
The index checks whether a machine has official specs, seller listings, source-level extracted fields, complaint context, and video or owner references where available.
What should I know about why it matters for source review?
Transparent source confidence helps users understand why one profile is more reliable than another.
What should I know about how to read a profile?
Prefer profiles with official spec sources, clear seller records, known reported issue data, and no unresolved conflict flags.
Next step
Compare the indexed machine profiles
Use the machine database to compare stroke, weight, motor type, RPM, voltage, seller records, and source coverage side by side.