Last-Mile Delivery Customer Intelligence:
SEA Buyer Landscape 2025–2026

The SEA last-mile market has three distinct buyer types, and they make decisions in fundamentally different ways. Marketplace platforms — Shopee, Lazada, TikTok Shop — are the most powerful buyers. They negotiate directly with carriers at scale, set the SLAs that sellers must meet, and in some markets effectively mandate which logistics provider a seller uses. Shopee's SPX Express and J&T together handled more than half of Shopee's parcel volume[Momentum Works]. When J&T ended its exclusive Shopee Indonesia partnership in April 2025[Mordor Intelligence], it was a platform-level event that rippled down to merchants who had no part in the decision.

SME e-commerce merchants — solo sellers, small brands, Shopee and Lazada shop owners — are the most numerous buyer segment and the most reactive. They work within whatever carrier ecosystem the platform sets, and they make independent choices only at the margins: which carrier to use for off-platform orders, or which to switch to after a failure. Their decisions are driven by cost per parcel, ease of pickup, and whether COD payouts arrive on time. Enterprise shippers — consumer goods companies, regional retailers, manufacturers — are the smallest segment by count but the highest by contract value. They negotiate on coverage breadth, SLA guarantees, and systems integration. Thailand's manufacturing sector, which accounted for 32.2% of 2025 logistics revenue[Mordor Intelligence Thailand], anchors much of the enterprise demand in that market.

Southeast Asia's e-commerce boom has produced millions of new SME sellers across Malaysia, Indonesia, Thailand, and Vietnam. Malaysia's e-commerce market was valued at RM60 billion in 2025[Market Data Forecast]. Indonesia's logistics market reached USD 6.4 billion driven substantially by last-mile demand[Market Data Forecast]. The sellers feeding this growth — small brands, direct-to-consumer businesses, social commerce sellers — are growing faster than the enterprise base, and they have delivery needs that are qualitatively different from both platforms and large shippers.

The structural problem is that most carrier offerings were designed around one of two models: platform-integrated high-volume processing (J&T, Ninja Van's core business), or premium enterprise SLA contracts (DHL eCommerce, Janio). SME merchants fall between these poles. They need affordable per-parcel pricing, simple COD collection and fast reconciliation, real-time tracking they can share with customers, and API connectivity to Shopee, Lazada, and their own webstores — without an enterprise-level technology team to implement it. The Thailand wholesale and retail sector's 6.4% CAGR projected to 2031[Mordor Intelligence Thailand] is largely driven by exactly these buyers. The gap is not that providers lack SME products — it is that those products are often bolt-ons rather than native designs.

The research does not contain named founder case studies or quoted merchant interviews describing a specific switch moment — that data does not exist in public sources at the level of detail this question deserves, and rating this section anything above MEDIUM confidence would be dishonest. What the available evidence does show is a consistent structural pattern across the region.

Peak demand variability is the single most disruptive force in SEA logistics operations[Ramco/Egon Zehnder]. Carriers that perform adequately at normal volume frequently break during Hari Raya, 11.11, or Tet — the moments when failure is most visible and most costly to the seller. A parcel that arrives three days late in February is an operational annoyance. A batch of orders that goes untracked during a festival sale, with customers messaging the seller directly, is a reputational event. The emotional sequence — months of friction accumulating, then one visible failure that tips the seller into action — is what the platform penalty structure (Shopee's visibility ranking, Lazada's seller score) makes unbearable. The cost of a bad delivery is not just one unhappy buyer. It is a ranking drop that suppresses all future sales.

For enterprise shippers, the trigger is different: it tends to be a compliance or audit event, a carrier that cannot demonstrate proof of delivery at scale, or a rate renegotiation that breaks the commercial model. Formal RFPs are more common here, but even enterprises in the region show evidence of reactive rather than proactive switching — the 72% of Chief Supply Chain Officers who cited financial pressures as the primary driver[Egon Zehnder via Ramco] suggests cost pressure, not strategic planning, as the dominant trigger.

App store and review platform data from 2024–2025 — drawn from Google Play, the Apple App Store, G2, and Capterra for Ninja Van, J&T Express, Lalamove, and Janio — reveals a consistent pattern across carriers: the features buyers mention most positively are not the ones providers lead with in their marketing. Ninja Van users on Google Play cite tracking accuracy as the primary value driver, with one reviewer noting GPS updates every five minutes eliminated the guesswork for customer communication[Statista App Review Tracker]. J&T users across Indonesia and Vietnam highlight on-time delivery rate above 95% and the absence of hidden fees — fixed pricing across borders during peak holidays (Tet, in one cited review) was described as a positive surprise[Statista App Review Tracker]. Lalamove reviews from Bangkok and Singapore emphasise instant driver matching and professional vehicle quality — one Ho Chi Minh City café owner described the availability of clean, air-conditioned vans for food delivery as beyond what they expected from an on-demand platform[Statista App Review Tracker]. Janio, which serves a B2B cross-border audience, receives its strongest reviews around customs clearance automation and API ease — a Singapore logistics manager noted a one-day API integration to Shopify as a positive surprise[Statista App Review Tracker].

The pattern is revealing. Buyers across all four platforms describe the same emotional dynamic: they expected a logistics company to behave like a logistics company — reactive, hard to reach when things go wrong, opaque on status. When a carrier auto-refunded a delay without being asked, or called to reroute around traffic, reviewers described this as exceptional rather than standard. That gap — between what buyers expect (mediocre) and what they celebrate (proactive) — is the clearest signal of where the market has under-invested. The providers who will win the loyalty of SME merchants are not those with the lowest per-parcel rate. They are the ones that make sellers look competent to their own customers.

Cash-on-delivery remains the default payment method across much of Indonesia and Vietnam. This creates a dynamic that is entirely absent from developed-market logistics analysis: the carrier is not just a service provider — it is temporarily holding the seller's working capital. A carrier that collects COD payments and reconciles weekly is creating a seven-day float that the seller cannot access. For an SME doing high volumes during a festival sale, that float can represent the cash they need to restock inventory. The problem compounds when failed deliveries occur: if a COD parcel is returned undelivered, the seller has paid the carrier for the attempt, waited for the return, and still has no sale. Multiply this across dozens of parcels during a peak period and the financial impact is immediate and concrete.

The broader frustration landscape — from structural research rather than named reviews, because granular review data citing COD specifically is not available at the confidence level this report requires — centres on five recurring failure modes. These are not theoretical risks. They are the failure modes that, based on available structural evidence, most reliably trigger the switch decision described in the previous section. What is notable is that none of them are about the core logistics act of moving a parcel from A to B. They are about information, money, and communication — the parts of the service that touch the seller's relationship with their own customers.

The SEA last-mile market is often discussed as a single region, but buyer experience and the structural constraints on providers vary sharply by country. Indonesia's archipelago geography means that outside Jakarta, Surabaya, and Bandung, order density drops steeply — drivers cover more kilometres per delivery and the economics of same-day or next-day delivery become untenable[MarkNTel]. This is not a technology problem or a carrier investment problem. It is a geography problem that no carrier has solved. Buyers in tier-2 and tier-3 Indonesian cities have fundamentally different service expectations than buyers in Singapore, not because they want less, but because the market cannot sustainably deliver more.

Malaysia's rising e-commerce volumes — driven by a RM60 billion market[Market Data Forecast] — are compressing fulfilment timelines and pushing warehouses toward greater automation. Malaysian buyers are notable for the Shopee SLA enforcement dynamic: Shopee's early-day dispatch cutoffs mean that carrier pickup reliability is a platform-survival issue, not just a service preference. Singapore buyers have different expectations again — higher willingness to pay for premium delivery windows, and more enterprise B2B logistics demand than consumer-facing parcel delivery. Vietnam and Thailand share the COD dependency structure but differ in their manufacturing-to-e-commerce ratio: Thailand's manufacturing base (32.2% of logistics revenue[Mordor Intelligence Thailand]) produces enterprise shipper demand alongside consumer e-commerce, while Vietnam's market is more heavily weighted toward consumer goods and marketplace commerce.

Last-mile delivery costs average $1.20 to $2.80 per parcel across the region[Tier 2 estimates], representing 15–25% of order value. J&T Express sits at the competitive end of this range — reportedly below the $2.20 benchmark for comparable carriers[Mordor Intelligence]. The per-parcel cost is not the real switching cost for most SME buyers. The real switching cost is the operational reset: reconnecting a new carrier's tracking to the store's customer notification system, reconfiguring pickup schedules, retraining whoever handles returns, and absorbing a period of uncertainty while the new carrier proves itself. For sellers without technical resources, this is a several-day disruption. For sellers with a custom-built integration, it can be weeks.

Carriers understand this, and the integration race — making API connections to Shopee, Lazada, TikTok Shop, Shopify, and WooCommerce as frictionless as possible — is partly a lock-in strategy, not just a service improvement. Janio's Shopify integration received explicit praise in G2 reviews for one-day setup[G2]. Flash Express in Thailand markets its API simplicity to webstore owners[Flash Express]. The pattern is consistent: the easier the onboarding, the harder the exit. For buyers, this means the carrier decision is more consequential than it appears at the point of signing — a frictionless entry can become a sticky relationship quickly.

The gap between what buyers in this market say they need and what providers currently deliver is not primarily about speed or price — the two dimensions most marketing material focuses on. It is about the quality of information buyers receive, the speed at which problems are resolved without the buyer having to escalate, and the reliability of financial flows in COD-heavy markets. DHL's finding that 81% of shoppers abandon carts without their preferred delivery option[DHL 2025] is often read as a mandate for speed. It is better read as a mandate for choice and predictability. Consumers are not abandoning carts because delivery takes three days. They are abandoning them because the delivery experience is opaque and they do not trust the outcome.

The most important insight from the available review data is that buyers who encountered a problem and received a proactive, unprompted resolution — an automatic reroute, an instant refund before they asked, a call from the carrier — became advocates. This is not a high bar. It is the bar most carriers fail to clear. The buyers who wrote the most positive reviews were not the ones who had perfect deliveries. They were the ones who had a problem handled better than they expected. That gap — between expected mediocrity and actual competence — is the clearest market opportunity in this landscape, and it is available to any carrier willing to invest in customer communication infrastructure rather than just delivery infrastructure.

The structural dynamics of this market favour providers that have already secured platform-level relationships. Shopee and Lazada collectively account for the majority of e-commerce parcel volume across Malaysia, Indonesia, and Thailand[Momentum Works]. A carrier that is certified on Shopee's logistics panel does not need to win SME merchants one at a time — it receives a steady allocation of volume as the default option. A carrier not on that panel is effectively excluded from a substantial portion of available demand. This is why J&T's April 2025 end to its Shopee Indonesia exclusivity[Mordor Intelligence] was significant: it opened volume to competing carriers at the platform level, which flows down to merchants as expanded choice.

Buyer power at the SME level is low individually, but high collectively — carriers cannot afford to lose a critical mass of small sellers, even if each individual account is small. The mechanisms through which collective displeasure surfaces are peer recommendation channels: Facebook seller groups, LINE and WhatsApp communities, Shopee seller forums. A carrier that becomes known as unreliable in these channels loses volume without a single formal complaint being filed. Enterprise buyer power is meaningfully higher — large contracts create leverage for SLA demands and pricing negotiation. But the most powerful buyers in the entire system remain the platforms, and their decisions create the conditions within which every other buyer relationship exists.