{"coverage_note":"Five categories were checked for lazada.com: (1) discrepancy_pricing \u2014 no finding; searches found Lazada's own fair trading policy and seller-side processes but no independent regulatory action or verified consumer complaint documenting a systemic platform-level hidden fee gap at checkout. (2) discrepancy_availability \u2014 finding present; multiple independently corroborated sources document a recurring bait-and-switch pattern where the lowest-priced variant is used as the listing display price alongside imagery of a higher-priced variant, creating a systematic mismatch between advertised and fulfillable items. (3) discrepancy_identity \u2014 finding present; clear documented evidence that Lazada operates in a dual merchant-of-record mode, collecting payment for both its own inventory and third-party sellers but deflecting refund and dispute liability to individual sellers in the latter case, with this distinction not prominently disclosed at checkout. (4) discrepancy_policy \u2014 no finding; only general consumer complaint patterns and seller-side details were found, with no primary source confirming systematic enforcement divergence from stated refund or cancellation policies. (5) discrepancy_undisclosed_constraint \u2014 no finding; no independently verified hidden transactional constraints or mid-checkout capability limitations were identified from regulatory, legal, or credible consumer sources.","human_handoff_required_for":[{"action":"Halt and escalate when the price, variant, or product description shown at checkout differs from what was displayed on the listing page \u2014 specifically where the lowest-priced variant was used as the listing's bait price but a higher-priced or different-specification item is being charged at checkout.","evidence":[{"description":"Multiple independently-corroborated sources describe a recurring pattern on Lazada where the lowest-priced product variant is used as the displayed listing price alongside imagery of a higher-priced variant, creating a systematic mismatch between advertised and fulfillable items.","reference":"https://www.lazada.com.ph/helpcenter/"}],"last_checked_date":"2026-06-30"},{"action":"Escalate before completing payment on any third-party seller listing where the total transaction value is high or dispute risk is elevated, because Lazada collects and holds payment but is not the merchant of record and deflects refund and dispute liability to the individual seller.","evidence":[{"description":"Documented evidence shows Lazada operates in a dual legal mode \u2014 as merchant of record only for its own 'Sold by Lazada' inventory, while acting as a marketplace intermediary for third-party sellers even though it collects payment in both cases, with refund liability deflected to individual sellers.","reference":"https://www.lazada.com/en/helpcenter/what-is-lazadas-return-refund-policy.html"}],"last_checked_date":"2026-06-30"},{"action":"Escalate when a listing cannot be clearly identified as 'Sold by Lazada' versus a third-party seller at the point of checkout, so a human can assess the correct dispute and refund pathway before funds are committed.","evidence":[{"description":"Consumer-facing legal sources confirm that refund and dispute liability differs materially depending on whether Lazada or a third-party seller is the merchant of record, and this distinction is not prominently surfaced at checkout, creating identity ambiguity for automated agents.","reference":"https://www.lazada.com/en/helpcenter/"}],"last_checked_date":"2026-06-30"}],"record_verification":{"last_checked_agentic_scan":"2026-06-30","last_checked_human_verified":null},"vendor_id":"lazada","verified_discrepancies":[{"actuals":"A documented pattern on Lazada involves listings where the lowest-priced variant is used as the displayed 'bait' price alongside an image of a higher-priced variant, and sellers routinely fulfill orders with a different item than what was displayed at checkout. Multiple consumer reports and third-party analyses confirm that what is advertised and what is actually delivered or bookable at that price regularly diverge. Lazada's third-party marketplace model means the platform itself does not directly control or consistently enforce accurate inventory or pricing accuracy at the listing level.","discrepancy_start_date_est":"Unconfirmed; pattern documented at least as of 2023\u20132024 across multiple sources","evidence":[{"description":"A consumer advisory article specifically documents Lazada's listing practice where the lowest-priced variation is displayed with the image and implied price of a higher-priced variant, describing this as a systematic platform-level issue affecting buyers at checkout.","reference":"https://unbox.ph/featured/how-to-avoid-scams-lazada-shopee/"},{"description":"Trustpilot customer reviews for Lazada Malaysia include multiple accounts of receiving wrong items after placing orders, with reviewers describing the experience as a 'bait-and-switch' \u2014 indicating that what was purchasable at listing was not what was actually fulfillable.","reference":"https://uk.trustpilot.com/review/www.lazada.com.my"},{"description":"Brand protection analysis from MarqVision notes that scam and IP-infringing listings on Lazada are widespread, with fake sellers impersonating legitimate brands and advertising products that do not match what is actually fulfilled.","reference":"https://www.marqvision.com/blog/is-lazada-legit"}],"interim_guidance":"Before committing to a purchase on Lazada, an agent should explicitly verify the specific variant/SKU being added to cart matches the product title, image, and price shown on the listing page. Agents should not assume the displayed price applies to the displayed product configuration. If any mismatch is detected at checkout (price change, variant substitution, or item description change), the transaction should be halted and flagged for human review rather than completed automatically.","last_checked_date":"2026-06-30","status":"active","type":"availability_discrepancy","vendor_claim":"Lazada advertises products at specific prices with specific attributes (e.g., model, variant, color) on its product listing pages, implying those items are available for purchase at the displayed price and specification."},{"actuals":"Lazada operates in two legally distinct modes that are not prominently distinguished at checkout: (1) as merchant of record for its own 'Sold by Lazada' inventory, and (2) purely as a marketplace operator for third-party sellers \u2014 in which case Lazada is not the merchant of record, holds the payment during a remittance period, but deflects refund and dispute liability to the individual seller. Consumers who pay through Lazada for a third-party listing may find that Lazada refuses direct liability for refunds, directing them instead to pursue the seller, while Lazada retains the payment float.","discrepancy_start_date_est":"Unconfirmed \u2014 structural to Lazada's marketplace model; present at least through 2024\u20132025","evidence":[{"description":"A Philippine legal commentary explicitly states that Lazada 'functions both as a merchant of record (for its own Sold by Lazada inventory) and as a marketplace operator (for third-party sellers),' and that Lazada 'contracts with acquirers to collect the money, then remits it to sellers after a hold period' \u2014 clarifying that dispute liability differs materially by seller type.","reference":"https://www.respicio.ph/commentaries/unauthorized-lazada-charge-dispute-philippines"},{"description":"A Philippine consumer law guide explains that when Lazada's internal dispute process fails for third-party seller transactions, consumers must escalate to the DTI, confirming that Lazada does not hold ultimate liability for third-party seller misconduct and redirects consumers to external agencies.","reference":"https://www.lawyer-philippines.com/articles/filing-a-consumer-complaint-against-an-online-seller-on-lazada"},{"description":"Lazada's return and dispute framework explicitly assigns refund liability to the individual third-party seller (not to Lazada) in cases of packing errors, damaged goods, and return conditions \u2014 confirming Lazada's role as a pass-through rather than liable merchant for third-party listings.","reference":"https://www.bigseller.com/blog/articleDetails/4115/lazada-return-dispute.htm"}],"interim_guidance":"Before completing a purchase on Lazada, an agent must identify whether the listing is 'Sold by Lazada' (Lazada is the merchant of record and directly liable for refunds/disputes) or fulfilled by a third-party seller (Lazada is not the merchant of record; dispute liability rests with the seller, and recovery may require contacting the seller directly or filing with a consumer regulator). If the listing is from a third-party seller and the transaction involves high value or dispute risk, flag this ambiguity to the user before completing payment, as Lazada's payment collection does not equate to Lazada accepting liability.","last_checked_date":"2026-06-30","status":"active","type":"identity_discrepancy","vendor_claim":"Lazada presents itself as a unified shopping platform where consumers can browse and purchase items seamlessly, with Lazada handling payments and providing buyer protections (dispute resolution, refunds) across all listings regardless of who is selling the item."}]}