Serum · SKU → country version → compatible reference
Box, label, batch, barcode, pump, cap, seal, typography and bottom mold.
Open beauty lab ↗EVIDENCE-LED PRODUCT AUTHENTICATION
Product authentication,
grounded in evidence.
We begin with the exact beauty product and version, obtain usable physical evidence, compare with a qualified reference, and state the limits of each conclusion.
Try the four-direction 360° sample ↗Synthetic experience preview · No live authentication is performed here
REFERENCE CANDIDATE01 / 03
⌖Compare the same visible feature on both specimens↗
VISUAL EVIDENCE / 001
TWO CORE INDUSTRIES / DEMONSTRATION
One standard of evidence.
Two distinct protocols.
01 / BEAUTY & COSMETICS
Packaging, batch and formula identity
Box · label · lot · seal · pump · cap · country and packaging variation
Explore beauty authentication ↗ 02 / FASHION & ACCESSORIESStructure, material and workmanship
Geometry · leather · stitch · edge paint · hardware · serial · 360° detail
Explore fashion authentication ↗Initial focus: brands in Korea, Japan, Taiwan and China; physical evidence capability in China. Service availability depends on specimen and reference quality.
01 / FROM PRODUCT TO REPORT
One connected path.
Clear limits at every step.
A visual assessment begins with a particular physical specimen. Capture and comparison are inputs; findings, expert review and a report are separate stages.
- 01Identify productModel and variant
- 02Capture evidenceWhole views, details, optional 360°
- 03Qualify referenceMatching comparison basis
- 04Analyze & reviewAI-assisted observations, human judgment
- 05Explain resultFindings, uncertainty, claim limit
CORE INDUSTRY / BEAUTY & COSMETICS
Beauty evidence.
Version-aware comparison.
A bottle that looks similar can belong to another SKU, market or production version. Beauty assessment needs a matching reference, known authentic variation and physical context alongside visual comparison.
Exact product identitySKU, size, market, production period and packaging version
Visible evidenceContainer, cap, pump, seal, label, typography and batch marking
Qualified comparisonReference source, version match and normal manufacturing variation
Initial product focus · An individual assessment still depends on the exact reference and evidence available.
01 / BEAUTYSynthetic category image · not a verified reference
AUTHENTICATION LABS / DEMO
The right reference for the right specimen.
A cosmetic batch and a leather bag require different photographs and known authentic variations.
Bag · geometry → materials → construction
Front, rear, bottom, interior, leather, stitch, edge paint, hardware, engraving and serial.
Open fashion lab ↗01 / INTERACTIVE DEMONSTRATION
Examine the difference.
Keep the conclusion separate.
A synthetic example shows how a reference and a candidate can be compared feature by feature. Select an observation to inspect its evidence.
EXAMPLE CASESYN-001
PRODUCTFictional skincare serum and carton
REFERENCE ELIGIBILITYNot established in demo
EVIDENCE COVERAGEOne view · incomplete
01REFERENCE
02CANDIDATE
Single-view image example. A full assessment requires suitable angles, detail images and an eligible reference.DEMO / SYN-001
EVIDENCE QUALITYIllustrative only
PRELIMINARY RISKNot computed
EXPERT REVIEWNot performed
FINAL OPINIONNot issued
02 / INSPECTION TOOLS
Inspect the object.
Record its origin.
Explore two focused workspaces. The viewer handles a sequence of product angles; the map records where a shipment was said to originate. Neither creates an authenticity conclusion.
TOOL / 01
360° specimen viewer
Try the three-height synthetic sample immediately, or load your own matching photo sets. Drag in four directions and pinch to zoom.
Open workspace ↗ TOOL / 02Shipping origin map
Place a marker or record an address without coordinates. Preserve the declared source and the limits of location evidence.
Open workspace ↗03 / THE METHOD
A clearer path from object
to evidence.
The process starts with a real, identifiable specimen. The system organizes its evidence; analysis and expert review then address only what that evidence can support.
Identify the object
Record the product, variant and individual physical specimen. A seller's claim is context, not proof.
Capture the evidence
Submit whole-object and detail views. Check focus, coverage and missing angles before comparison.
Compare with a reference
Match the right product variant to qualified reference evidence. Document visible similarities and differences.
Review and report
Separate AI-assisted findings, preliminary visual risk and any expert opinion. Preserve the limits of the result.
THREE DISTINCT ROLES
People obtain and review.The system preserves and connects.AI assists with visual differences.
MARKETPLACE → PHYSICAL SAMPLE / ILLUSTRATIVE TIMELINE
A listing becomes traceable physical evidence.
- Listing captured
- Seller identified
- Purchase requested
- Purchased & shipped
- China local receipt
- Unboxing recorded
- Sample registered
- 360° & macro capture
- Authentication ready
DEMO ONLY · Production events require a timestamp, source, status and linked evidence.
PHYSICAL EVIDENCE ROUTE
A listing can lead
to a real specimen.
When a brand cannot obtain the suspected item directly, a controlled sample purchase can establish what object was actually inspected. Source records and custody must accompany the images.
Locate & acquire
Record the listing, seller, price and purchase source before acquiring a sample.
Receive & document
Keep packaging and delivery context with the identifiable object and its photographs.
Compare & report
Use eligible references, evidence-linked findings and expert review within a stated claim limit.
This is a service workflow description. The public preview does not place an order or create a case.
Explore interactive intelligence dashboard ↗
COUNTERFEIT INTELLIGENCE / DEMO · ILLUSTRATIVE DATA
Patterns accumulate across qualified cases.
Historical seller context does not decide the authenticity of a new product.
Seller profile
Marketplace · store · first/last seen · acquired samples · cases · related SKU · reappearance
CF-BEAUTY-017 ILLUSTRATIVE
A repeated physical pattern across qualified samples.
V1 → V2 → V3
Batch printing changes; pump structure changes; bottom mold remains distinct.
2026 Q1 → Q2 → Q3
Observe feature changes over time.
Trend dimensions
New and repeat sellers · samples · families · versions · affected SKU · marketplace
Illustrative concepts only.
04 / DECISION STANDARD
A conclusion is earned
at each gate.
Similarity is not authenticity. Before any assessment, the system must establish whether the comparison is valid and the evidence is sufficient. Expert review remains a separate decision.
Reference eligibility
Confirm the source, product identity, variant and normal manufacturing variation of the comparison material.
Evidence readiness
Check the required views, focus and coverage. Ask for additional images when a significant feature cannot be inspected.
Opinion and claim limit
Keep AI observations, preliminary visual risk and a reviewed final opinion as distinct records.
A valid result can be “inconclusive.”The process should reveal uncertainty rather than disguise it as a numerical probability.
05 / PRODUCT SUPPORT
Can your product
be assessed visually?
Select a category to see a likely evidence route. Actual eligibility depends on the exact model, reference availability and the physical question being asked.
Beauty packaging
Footwear
Synthetic, unbranded product visuals · Category examples, not eligible references
TYPICAL VISUAL EVIDENCE
IMPORTANT LIMIT
EVIDENCE GRAPH / CONCEPT
Trace a finding to its source.
RESULTFINDING F-03CANDIDATE E-08 ↔ REFERENCE R-12KNOWN AUTHENTIC VARIATIONEXPERT REVIEW
Concept preview; IDs are illustrative.
06 / RESULT EXPERIENCE
A report you can
trace back to evidence.
A result should explain what was inspected, what differed, what remains uncertain and who reviewed it. This preview illustrates the report structure.
GoodsInspect / SAMPLE
SYN-001 / V1Visual evidence assessment
Synthetic example · No authenticity opinion issued
ILLUSTRATIVE REPORT PREVIEW · NO REAL PRODUCT ASSESSED01 / 03
Open the complete sample report ↗Versioned HTML example · Printable in your browser
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When evidence or the reference is insufficient, the right result is to request more evidence or withhold a conclusion.
REPORT CENTER / FUTURE OUTPUTS
One verified record. Purpose-specific reports.
Authentication ReportTest Purchase ReportMulti-Seller Comparison ReportSeller Intelligence ReportCounterfeit Family ReportCounterfeit Evolution ReportQuarterly Counterfeit Intelligence ReportEnforcement Evidence PackExecutive Brand Protection Report
SYSTEM = source of truth · GPT = language and structure.
View the existing sample report ↗BRAND USE CASES
From authentication
to responsible action.
For beauty brands, a traceable record can connect product identity, marketplace context, acquired samples and evidence-linked reports. Each use still depends on qualified case evidence.
Beauty brand review
Compare the correct SKU and packaging version with an eligible reference.
Sample purchase context
Connect seller, listing and purchase records to an identifiable physical sample.
Action-ready reporting
State findings, uncertainty and the review scope for brand or counsel use.
A longer view of counterfeit patterns
Repeated, qualified cases could later reveal trends by SKU, seller, marketplace, region and price. This preview does not present live intelligence or validated statistics.
GoodsInspect