Map every commercial role on the listing
An online offer can involve a brand owner, contract manufacturer, distributor, importer, marketplace operator, third-party seller, warehouse or fulfillment service, and payment provider. These roles can be held by one company or several. Create separate fields for each rather than using brand as a synonym for seller. The seller is typically the business offering the transaction, while the platform supplies the marketplace interface. The label identifies responsible businesses according to its market's rules, which may not be the same entity shown at checkout.
Record the wording around sold by, fulfilled by, shipped by, manufacturer, distributed by, imported by, and customer service. Capture the seller profile and checkout entity, not only the product page. A platform may rotate a featured offer among sellers while keeping one stable URL and shared reviews. Therefore, a comparison made on one date should identify the offer and seller observed at that time. A later visitor may see a different transaction even when the page title is unchanged.
Assign each claim to the party that made it
The product label is evidence of what the labeled responsible business declares. A marketplace bullet point may be written by the brand, seller, platform, or a shared catalog system. A certification directory belongs to the issuer. Shipping and return promises belong to the seller or platform policy named in the transaction. Preserve source attribution at field level so readers can tell whether information is printed on the package, stated by a seller, or verified through an independent directory.
When listing text conflicts with a label image, do not merge the favorable pieces into a composite product. Record the conflict and check whether the images represent another variation. A brand's general quality page does not verify that a particular third-party seller's stock matches the current package. Conversely, a seller's missing document does not prove the manufacturer never issued one. Precise attribution prevents both unjustified credit and unjustified criticism.
Compare seller-level transaction terms
Price, shipping, delivery estimate, subscription eligibility, return address, refund conditions, and customer support can differ by seller on the same marketplace page. Treat each seller offer as its own transaction row, even when the universal product code appears identical. Record whether the platform or seller handles returns and disputes. A marketplace guarantee can provide a transaction remedy while saying nothing about the package's documentation or contents, so keep protection fields separate from product fields.
Stock origin and storage claims also require attribution. Fulfilled by a platform explains logistics but may not identify where the seller obtained stock. Sold by the manufacturer is a stronger relationship claim only when the account is genuinely controlled by the manufacturer. Verify official-store links through the manufacturer's own site when possible. Do not infer authorization from a profile name or logo. If a relationship cannot be confirmed, use manufacturer relationship not confirmed rather than unauthorized seller.
Keep reviews and ranking widgets in context
Marketplace reviews may aggregate product variations, package revisions, countries, and sellers. A reviewer can comment on the item received without identifying which seller supplied it. Ranking labels such as bestseller, recommended, or platform choice are commercial interface features whose criteria can change. They should not enter MIHEN's documentation score or be repeated as independent quality evidence. If shown for transparency, capture the exact platform wording and observation date.
Seller feedback is more relevant to transaction performance than product composition, but even seller ratings need context: time period, number of ratings, platform verification method, and whether the profile recently changed ownership. Avoid converting a percentage into an authenticity claim. Reviews can generate questions to investigate, such as inconsistent packaging, but confirmation should come from traceable package evidence, the responsible business, issuer directories, or public authority notices.
Publish an offer record that can survive page changes
Save the page URL, offer identifier if available, seller profile URL, sold-by and fulfilled-by text, exact package, price, delivery and return terms, currency, region, and timestamp. Screenshots should include the seller area without capturing account or address information. If the featured seller changes, create a new observation rather than overwriting the old one. This history can explain price changes that would otherwise appear to come from the product itself.
A concise disclosure beside a comparison might read that product facts were taken from a named label, certification status from a named issuer, and price and delivery from a named seller on a date. That sentence helps readers evaluate the evidence chain. It does not guarantee the seller's future stock or conduct. MIHEN should avoid deciding which channel a person ought to use; its role is to show who participates in the observed offer, which statements each party made, and what could be independently verified.
- Separate brand, manufacturer, distributor, marketplace, seller, and fulfiller.
- Capture sold-by and fulfilled-by text with a timestamp.
- Attribute every label, document, price, and policy claim to its source.
- Create a separate transaction row for each seller offer.
- Verify official-store relationships through a manufacturer-controlled channel.
- Keep marketplace guarantees separate from product documentation.
- Do not treat shared reviews or ranking widgets as verification.
- Version the record when the featured seller changes.
Limitations
- Marketplace product pages can change sellers without changing URLs.
- Fulfillment identifies a logistics role, not necessarily stock origin.
- Reviews may combine sellers, variations, and package revisions.
- A dated seller check is not a permanent guarantee.
- This guide maps evidence and transaction roles rather than recommending a sales channel.
MIHEN / Sources
Sources
Sources mapped to the sections in this guide.
