Listing and title signals
Brand terms, product naming, title structures and visible claims that need comparison against the references the brand provides.
Scope: which marketplaces and which signals
The base methodology is built around two marketplaces used heavily by Malaysian health, pharmacy, supplement and personal-care shoppers: Shopee MY and Lazada MY. Other marketplace coverage is available as separately scoped work and is described as such rather than listed under the base scope.
Within those marketplaces, signals are grouped into seven reviewable categories. Each category is a reason a listing, shop or product detail is worth a closer look by the brand team. The methodology is intentionally narrow: surface what is visible, describe why it deserves review, and stop short of any conclusion that requires the brand's own verification.
Seller profile context
Shop identity, presentation, visible product volume, ratings and other visible profile details that help a team interpret findings.
Image and copy overlap
Official-looking graphics, product copy or title structures reused by a seller whose relationship to the brand is unclear.
Price-floor context
Visible pricing and discount presentation compared against the retail or promotional range the brand supplies.
Authorised-channel match
Whether a visible shop, URL pattern or seller detail matches the official store or authorised seller list provided by the brand.
Repeat-seller patterns
Reused photos, repeated wording, similar seller naming or relisted products that may indicate a single operator across multiple shop identities.
Inputs requested from the brand before a scan
The strongest input is a short, well-organised reference pack. Better inputs lead to a more useful review and a lower rate of false positives. The methodology assumes the brand can supply most of the items below; missing items are noted in the report so the team knows where reference is partial.
Official store links
Shopee MY and Lazada MY store URLs that the brand considers authoritative. Used to distinguish official sellers from lookalike identities.
Product or SKU list
The specific SKUs or product names in scope. A concise list is more useful than a long one because it bounds the review.
Authorised seller list (optional)
Distributors, retailers or sub-distributors known to be approved. Missing lists are recorded as such, not assumed.
Retail and promo price ranges
The expected retail and typical promotional range for each SKU. Without this, price-floor signals can only be flagged as visibly low.
Known lookalike terms or pages
Specific brand terms, store names or product pages that have previously caused customer confusion. They are weighted in the review.
Reporting preferences
Format (PDF, spreadsheet, evidence folder), cadence (one-time or recurring), and any internal terminology your review team already uses.
Where a brand has no authorised seller list or price floor available, the report states this explicitly. The methodology never invents reference data, and never asserts unauthorised status from absence alone.
Evidence captured for each finding
Every priority finding is captured as a record with the same structure, so the receiving team does not have to reformat each item before reviewing. URLs and seller names are redacted only in the free preview; the methodology itself does not rely on redaction for paid reports.
Timestamped screenshot
A screenshot of the visible listing or shop profile state at scan time, stored as evidence and used as the basis for the finding.
URL and seller identifiers
The product URL, shop URL and any visible seller identifier captured at scan time, so the record can be re-located later.
Visible pricing and activity
Listed price, any visible discount presentation, and visible sold or activity signals where shown on the listing.
Risk reason in plain language
A short reason the item was prioritised: lookalike naming, asset reuse, below-floor pricing, seller identity mismatch or repeat pattern.
Reference context
The official or authorised reference used to interpret the finding: official store URL, authorised seller match, expected price range, or absence noted.
Recommended next action
A suggested next step from a controlled list: monitor, verify relationship, test-buy, preserve record, prepare marketplace report, or escalate internally.
Review and ranking process
The methodology treats signals as signals, not as conclusions. Each finding is human-reviewed and ranked by evidence strength before it is included in a report. The review process has three guardrails that a brand team can ask to be applied to their scan.
1. Source capture before interpretation
Every visible detail used in a finding is captured first, then described. This means the screenshot and URL exist before any written interpretation is added, so the receiving team can confirm or challenge the wording against the source.
2. Evidence-strength ranking
Findings are ranked from highest to lowest evidence strength, not by volume. A small number of well-supported findings is more useful than a large list of weak ones. Reports make the ranking visible.
3. Conditional, evidence-first wording
Findings are written as risk indicators that require brand verification, not as accusations. Words like "may indicate", "appears", "not on provided list" and "worth verifying" are used in place of conclusions about the seller or the product.
What the methodology deliberately does not do
Setting clear limits is part of the methodology. The items below are out of scope for a standard marketplace scan and require separate work, separate authority, or a different type of evidence entirely.
- The scan does not confirm that any listing or product is counterfeit. Authenticity decisions belong to the brand, distributor or an appropriate testing process.
- The scan does not contact sellers, marketplaces or regulators on the brand's behalf without written approval for that specific step.
- The scan does not assert regulatory, legal or consumer-safety findings. Those decisions require a different evidence basis and authority.
- The scan does not perform a product test, batch-number check, or chemical or microbiological analysis. Test-buy support is available as separately scoped work.
- The scan does not promise that every seller risk in scope is found. Marketplace listings change; the methodology documents a snapshot in time.
- The scan does not invent reference data when authorised seller lists or price floors are missing; the absence is recorded in the report.
Recommended next actions after a finding
A finding should support a decision, not force one. The methodology proposes a small, controlled list of next actions so the receiving team can move from finding to decision without improvising language that may overstate what the evidence shows. The right next action depends on the facts, the brand's own process and any regulatory considerations, not on the scan output alone.
Monitor
Record the seller or listing on a watchlist and recheck on the agreed cadence. Useful when the signal is present but not yet sufficient to act.
Verify relationship
Check the seller against distributor records, official retailer records or prior approval documentation before taking any further step.
Test-buy
Arrange a purchase for the brand's own batch-number, packaging or authenticity check. Coordinated as separately scoped work.
Preserve record
Keep the screenshot, URL and visible context for an internal or external review process that may need evidence later.
Prepare marketplace report
Use the evidence pack as the basis for a takedown or policy report to the relevant marketplace, prepared and submitted with written approval.
Escalate internally
Route the finding to legal, regulatory, distributor or brand-protection leads when the brand's own process requires it.
How the methodology fits the rest of the site
The methodology is the base layer under the two category-specific pages published from this site: the Malaysia-wide brand-protection overview and the pharmacy, supplement and personal-care category focus. The Shopee and Lazada monitoring page describes the seller-by-seller workflow that the methodology supports. The free redacted risk snapshot uses a deliberately limited version of the same evidence-first wording, so a team can judge the methodology from a small sample before agreeing to a broader scan.
Methodology FAQ
Is the methodology different for one-time scans vs. recurring watches?
The base evidence-capture process is the same. The difference is cadence, the size of the watchlist, and how repeat patterns are tracked between scans. One-time scans describe a snapshot; recurring watches compare successive snapshots.
What happens if the brand cannot supply an authorised seller list or price floor?
The scan still runs. The report records the absence so the receiving team knows where reference is partial. Price-floor and authorised-channel signals are then limited to visibly extreme cases and clearly framed as conditional.
How is evidence retention handled?
Screenshots, URLs, visible seller context and timestamps are retained only for the agreed scope and duration. Previews and redacted samples do not include full URLs or seller identifiers.
Can the methodology be extended to a new marketplace?
Yes, as separately scoped work. The same seven-signal grouping adapts, but marketplace-specific anti-bot measures, account access and reporting channels change the work required.