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Product research tips, TikTok Shop data, and seller strategy from the Delzonic team.

Seller Guides

Why Your GMV Max ROI Is Overstated (2026)

Short answer: the ROI figure GMV Max shows you is almost certainly higher than the return you are actually getting. GMV Max reports ROI as gross revenue divided by cost, and the gross revenue it counts includes both paid and organic orders for the products in the campaign while that campaign is running. TikTok can attribute an order even when the buyer never viewed or clicked an ad. So sales you would have made anyway get added to the numerator. The number is not dishonest, it is just answering a different question to the one you are asking. What the reported number actually measures What GMV Max reports What you want to know Numerator All revenue on those products during the campaign Revenue the ads caused Denominator Ad spend Ad spend Answers Total sales per dollar spent Extra sales per dollar spent Those two questions give the same answer only if you had zero organic sales before the campaign. For almost every established seller, they do not. The arithmetic, with numbers Say a product was selling $10,000 a month organically before you touched ads. You turn GMV Max on with $2,000 of spend and total revenue for that product reaches $14,000. Calculation Working Result Reported ROI $14,000 / $2,000 7.0 Incremental revenue $14,000 minus $10,000 $4,000 Actual return on spend $4,000 / $2,000 2.0 A reported 7.0 that is really a 2.0. Both figures are arithmetically correct. Only one of them tells you whether to increase the budget. Why this matters more than it sounds A reported 7.0 looks like free money and invites you to scale. If the true incremental figure is 2.0 and your margin after the 6% referral fee, cost of goods, commission and shipping is thinner than 50%, you are buying revenue at a loss while the dashboard congratulates you. The error does not show up as a bad number, it shows up as a good number and a shrinking bank balance. How to work out your real return You do not need attribution software. You need a baseline. One. Measure before you start. Record 14 to 28 days of revenue for the specific products you are about to advertise, with no ads running. This is the single step people skip, and without it the rest is unknowable. Two. Run the campaign on those products only. If GMV Max is spanning your whole catalogue, you cannot isolate anything. Three. Subtract. Incremental revenue is total during the campaign minus your baseline, adjusted for anything obvious like a seasonal spike or a video that went viral on its own. Four. Divide by spend. That is your real return, and it is the number to compare against your margin. Pro tip Run the test in reverse if you are already spending. Turn GMV Max off on one product for two weeks and watch what happens to its revenue. If it barely moves, the ads were mostly claiming credit for organic sales. That experiment costs you two weeks of ad spend on one product and can save you months of it across a catalogue. What is the break-even you actually need? Work from margin, not from a target ROAS someone quoted you. Margin after all costs Incremental ROAS needed to break even 20% 5.0 30% 3.3 40% 2.5 50% 2.0 Read that against the example above. An incremental 2.0 breaks even at 50% margin and loses money at anything below it, while the dashboard reports 7.0. This is the specific way GMV Max campaigns quietly go underwater. Is GMV Max still worth running? Yes, for most sellers, and not because of the reported ROI. Since GMV Max became the default and only supported campaign type for TikTok Shop Ads, the alternatives are Search Ads for keyword intent and Spark Ads for boosting organic videos. Manual Video, Product and LIVE Shopping Ads can no longer be created. So the question is not whether to use GMV Max, it is whether you are reading its output correctly. Reported gains of around 30% higher GMV against the old manual Video Shopping Ads are plausible, because automated bidding genuinely does beat most manual setups. Just do not confuse a better campaign type with a better measurement. Frequently asked questions Does GMV Max count organic sales in its ROI? Yes. Reported gross revenue includes paid and organic orders for the campaign’s products while it runs, and an order can be attributed without the buyer viewing or clicking an ad. Is the reported ROI wrong? It is accurate for what it measures, which is total revenue per dollar spent. It is the wrong metric for deciding whether to scale, because that needs incremental revenue. How do I measure incremental revenue? Take a 14 to 28 day baseline on the specific products before advertising them, then subtract that baseline from revenue during the campaign. What ROAS should I target on TikTok Shop? Whatever breaks even against your margin. At 30% margin that is an incremental 3.3, not a reported one. Can I turn off GMV Max and use manual targeting instead? Not within Shop campaigns. Manual Video, Product and LIVE Shopping Ads were retired when GMV Max became the only supported type. Search Ads are the remaining keyword option. Why does my reported ROI drop when I scale? Often because the organic baseline stays fixed while spend rises, so the inflated portion becomes a smaller share of the total. The reported figure falling towards your real figure is a sign the measurement was flattering you before. Before you raise the budget Scaling spend on a product that is already past its peak is the most expensive version of this mistake, because the organic baseline is falling at the same time as your spend is rising. Install the Delzonic Chrome extension and revenue, sales and trend direction appear on the TikTok Shop listing itself, free, so you can see whether the underlying product is still climbing before you spend against it. Related reading: the GMV Max setup

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Seller Guides

TikTok Shop Search Ads (2026): Keyword Targeting Guide

Short answer: Search Ads are now the only way to target keywords on TikTok. Since GMV Max became the default and only supported campaign type for TikTok Shop Ads, manual targeting disappeared from Shop campaigns entirely, and a Search Ads Campaign is what replaced it. They appear in TikTok’s search results when someone types a query, priced on keyword relevance, ad quality and bid. For sellers this is the intent surface: a person typing “running shoes for flat feet” has already decided what they want, which is a completely different buyer to someone scrolling a feed. Why Search Ads matter more now GMV Max handles bidding, placement and audience selection automatically, with zero manual targeting. That is fine when the algorithm is right about you and useless when you need to reach a specific query. So the current split is simple: What you want Where it lives now Automated scaling on your catalogue GMV Max Keyword or intent targeting Search Ads Campaign Boosting an existing organic video Spark Ads Manual Video, Product or LIVE Shopping Ads No longer available The reason this catches people out Most TikTok Shop ad guides still describe Video Shopping Ads and Product Shopping Ads as live options. They are not. If you are following a tutorial that tells you to pick your audience manually inside a Shop campaign, it predates the GMV Max change and the option it describes has gone. How keyword matching works Three match types, and using only one is the most common setup mistake. Match type Triggers on Example Broad Your keywords in any order, plus synonyms and variations “running shoes” can trigger on “best sneakers for jogging” Phrase Your words in order, with words allowed before or after “running shoes” triggers on “best running shoes 2026”, not “shoes for running” Exact Precise matching only Highest control, lowest volume TikTok recommends leaning on broad match, because it gives the campaign more data to learn from. That advice is correct and incomplete: broad match without negative keywords is also how you spend a week’s budget appearing against searches that will never buy. Negative keywords are not optional on broad match. Add them from day one and keep adding as the search terms report fills in. Setup numbers worth knowing Setting Recommendation Why Keywords per ad group At least 20 at launch Too few and the campaign cannot exit learning Budget relative to bid Around 20x your bid A budget too close to the bid throttles delivery Match type at launch Broad, with negatives Maximises learning data Creative per ad group Multiple Spark Ads and Carousel Image Ads both supported The budget rule is the one people break. Setting a $20 daily budget against a $5 bid leaves almost no room to buy impressions, and the campaign looks like it failed when it was simply never allowed to run. Pro tip Write the creative for the query, not for the feed. A search ad has 2 to 3 seconds to confirm it answers what the person just typed, so put the match in a text overlay in the opening frame. Feed creative that opens with a hook and reveals the product at second six converts badly here, because the viewer is checking whether you have the thing they searched for. What kind of results should you expect? Better click-through and lower cost per result than non-search campaigns, because you are buying stated intent rather than inferred interest. One published case, Opendoor, reported a 539% higher click-through rate and 66% lower cost per result against their non-search campaigns. Treat a single case study as a direction rather than a forecast. What generalises is the mechanism: intent converts better than interest, everywhere, on every platform. What does not generalise is the multiple. How to structure your first Search Ads campaign One. Pull the queries you already appear for. If you have organic TikTok Shop traffic, those are your proven keywords and they cost nothing to identify. Two. Build one ad group per product cluster, not one per product. Twenty keywords across a cluster works; five keywords for a single SKU does not. Three. Launch broad, with a negative list already in place for the obvious mismatches: free, cheap, DIY, review, and competitor brand names if you do not want to bid on them. Four. Set the budget at roughly 20x your bid and leave it alone for the learning period. Five. Read the search terms report weekly and move winners into phrase or exact, while adding losers to negatives. This is the whole job after launch. Frequently asked questions Can I still use keyword targeting on TikTok Shop ads? Through a Search Ads Campaign, yes. Inside GMV Max Shop campaigns, no, because GMV Max uses no manual targeting. How many keywords should I start with? At least 20 per ad group. Fewer and the campaign struggles to gather enough data. Do Search Ads support Spark Ads? Yes, and Carousel Image Ads are supported too, so you can run an authorised organic video as a search ad. What budget do Search Ads need? Set the daily budget around 20 times your bid. Anything closer to the bid restricts delivery. Should I use broad or exact match? Broad at launch for the learning data, with a negative keyword list from day one. Tighten to phrase and exact once the search terms report shows what converts. Are Search Ads better than GMV Max? They do different jobs. GMV Max scales across your catalogue automatically. Search Ads reach a specific query. Most sellers running both use GMV Max as the base and Search Ads for high intent terms. Before you bid on anything Paid traffic makes a good product profitable and a bad product expensive faster. The cheapest step is confirming the product is still selling before you put budget behind it. Install the Delzonic Chrome extension and price, sales, revenue, rating and an AI review summary appear on any TikTok Shop listing, free. Related reading: the GMV

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Stats & Trends

TikTok Shop Malaysia Statistics 2026: GMV and Sellers

Short answer: TikTok does not publish a Malaysia specific seller count or a Malaysia GMV figure, and anyone quoting you an exact number for either is estimating. What is reliably reported is the shape of the market: Malaysia is growing at roughly 48% year on year, it generates less than half of Indonesia’s GMV, and it carries an unusually dense seller base for its size. That last point is the one that should change your decisions. Malaysia is not an underserved market you are early to. It is a small pie with a lot of forks already in it. What is actually published, and what is not Figure Status Malaysia seller count Not published by TikTok Malaysia GMV, exact Not published by TikTok Malaysia growth rate Reported around 48% year on year Malaysia vs Indonesia GMV Reported at under half Southeast Asia GMV Reported around US$45.6 billion in 2025 Global GMV, 2026 Projected around US$112 billion Global active sellers Estimated 15 million or more Treat everything in the reported rows as industry estimate rather than disclosure. Different trackers produce different numbers because they model from public signals, and none of them see TikTok’s ledger. Why nobody can give you the seller count TikTok reports regionally, not per country, and the regional figures it does share are usually GMV rather than seller numbers. Estimates you find for Malaysia are derived by apportioning Southeast Asian totals, which means they inherit the assumptions of whoever did the apportioning. A number without a stated method is worth very little. The number that actually matters: seller density Southeast Asia accounted for roughly 70.9% of global TikTok Shop GMV in 2025, having doubled year on year to about US$45.6 billion. Within that, Malaysia is a mid sized market by revenue but a crowded one by participation. The consistent finding across trackers is that Malaysia has outsized seller density relative to its GMV. Put plainly: more sellers are competing for each unit of spend than in neighbouring markets. What that means Practical consequence More sellers per unit of GMV Price competition arrives faster Product runs get discovered quickly Shorter windows before saturation Casual selling does not survive Consistency beats opportunism 48% growth still absorbing entrants Room exists, but not for long on any single product How to read a Malaysian product properly High seller density changes which signals matter. In a thin market a strong sales figure means demand. In a dense one it means demand and forty competitors who already noticed. Trend direction matters more than volume. Compare 7 day movement against 30 day. In a crowded market a flat recent week under a big monthly number means the run is over, and it happens faster here than elsewhere. Count the competing listings before anything else. If the same item appears across dozens of shops, the margin is already gone regardless of what the sales figure says. Check who is generating the revenue. Revenue concentrated behind a single creator video is borrowed. In a dense market it is also the version competitors copy fastest. Pro tip Do not use Indonesian or global benchmarks to judge a Malaysian product. Indonesia’s GMV is more than twice the size, so a sales figure that signals a strong product there can signal a saturated one here. Compare a Malaysian listing against other Malaysian listings or you will systematically misread it. Is Malaysia worth entering? It depends entirely on whether you are bringing something or chasing something. Worth it if you have a differentiated product, a supply advantage, or you are already operating in a neighbouring market and can extend. Forty eight percent growth is real and it is absorbing new sellers. Not worth it if the plan is to find a trending generic product and list it. The seller density means that specific strategy fails faster in Malaysia than almost anywhere else on the platform. Our guide to selling on TikTok Shop Malaysia covers the practical setup once you have decided. Frequently asked questions How many TikTok Shop sellers are there in Malaysia? No official figure is published. Estimates circulate but are derived by apportioning regional totals, so treat any exact number with caution. What is TikTok Shop Malaysia’s GMV? Not published separately. Malaysia is reported at under half of Indonesia’s GMV, within a Southeast Asian total of roughly US$45.6 billion for 2025. Is TikTok Shop Malaysia growing? Yes, at a reported 48% year on year, making it one of the faster growing markets on the platform. Is Malaysia competitive for TikTok Shop sellers? More than its size suggests. Seller density is high relative to GMV, so product runs saturate quickly. How big is TikTok Shop globally? Global GMV is projected at around US$112 billion for 2026, with Southeast Asia contributing the clear majority. Where can I get accurate Malaysian product data? Third party analytics tools estimate from public signals. They are useful for comparing products against each other and unreliable for absolute revenue. Check the market rather than the estimate Since no published seller count exists, the practical alternative is reading the competition on the listings themselves. Install the Delzonic Chrome extension and price, sales, revenue, rating and an AI review summary appear on any TikTok Shop listing, free, so you can judge saturation directly instead of from a regional average. Related reading: global TikTok Shop statistics, available countries, and the product research method. All figures are third party estimates reported as of September 2026, not TikTok disclosures. Trackers disagree, so treat them as directional.

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Seller Guides

TikTok Shop Final Sale Rules for Auctions and Pre-Owned (2026)

Short answer: TikTok Shop has added Final Sale treatment to Live Auction orders, Collectibles and Pre-Owned items, which means buyers can no longer return them simply because they changed their mind. Buyer protection still applies where there is a genuine order issue: item not as described, not delivered, damaged or counterfeit. This is a meaningful change for anyone selling in those categories, because change of mind was the return reason that made auction and secondhand selling financially unpredictable. It also raises the stakes on listing accuracy, since “not as described” is now the route a dissatisfied buyer will take. Which categories are affected Category Change of mind return Valid order issue Live Auction orders Not accepted Still protected Collectibles Not accepted Still protected Pre-Owned items Not accepted Still protected Everything else Unchanged Unchanged If you do not sell in those three categories, nothing here applies to you. If you do, it changes your economics immediately. Why this matters more for auctions than anything else Auction pricing depends on the winning bid being binding. When a buyer could return on change of mind, every auction carried the risk that the winner reconsidered once the adrenaline wore off, and the seller absorbed the loss on an item already committed. Final Sale removes that, which is the difference between auction selling being viable and being a lottery. What buyers can still claim Final Sale is not a shield against your own mistakes. Buyer protection remains for: Item not as described. Condition, authenticity, completeness, dimensions. On pre-owned and collectibles this is the big one, because condition is subjective and disputed constantly. Item not delivered. Unchanged. Damaged in transit. Unchanged, and worth noting that collectibles and pre-owned goods are disproportionately fragile or irreplaceable. Counterfeit. Always actionable, and in collectibles it is the accusation that does real damage to an account. What this means for how you list Removing change of mind returns does not reduce your risk, it relocates it. A buyer who would previously have clicked “changed my mind” will now claim the item was not as described, because that is the only route left open. So the defence is documentation. Photograph every flaw, not just the item. On pre-owned goods the flaw photos are what win disputes. A listing showing only flattering angles is an invitation. Describe condition in specifics, not adjectives. “Good condition” means nothing in a dispute. “Two hairline scratches on the base, photographed, no other marks” is defensible. State what is included. Box, papers, accessories, certificates. Missing accessories is a common not-as-described claim on collectibles. Keep the listing images with the order. If a dispute arrives weeks later, the listing may have been edited. Your own copy of what the buyer actually saw is the evidence. Pro tip Over-disclose flaws to the point it feels like it costs you the sale. It does cost you some sales, and those are the buyers who would have opened a dispute. On pre-owned goods the buyer who reads a blunt condition note and buys anyway is the buyer you want, because expectations are already set and no claim is coming. The fee angle worth knowing Collectibles and pre-owned goods also sit outside the standard fee structure. Selected pre-owned and collectible subcategories qualify for a 5% referral rate rather than the standard 6% in the US, and for qualifying sales above $10,000 the rate drops to 3% on the portion above that threshold. On a $25,000 collectible that difference is material, and it is the kind of detail that decides whether high value secondhand selling makes sense on the platform at all. Check whether your specific subcategory qualifies before pricing. What to do this week Re-read your condition descriptions in these three categories. They were written when change of mind was an escape valve for both sides. Add flaw photography to your listing process. Not optional now. Check your subcategory’s referral rate. If you are selling high value pre-owned goods at 6%, you may be paying more than you need to. Watch your not-as-described rate. If it rises after this change, that is displaced change of mind returns, and it tells you your listings are under-describing. Frequently asked questions Can buyers return Live Auction items on TikTok Shop? Not for change of mind. They can still claim where there is a genuine order issue such as not as described, not delivered, damaged or counterfeit. Does Final Sale apply to all my products? No. It covers Live Auction orders, Collectibles and Pre-Owned items. Everything else follows the normal return rules. What counts as not as described? Condition, authenticity, completeness or specification differing from the listing. On secondhand goods this is the most disputed area, which is why specific condition notes matter. Do collectibles have different fees? Selected pre-owned and collectible subcategories use a 5% referral rate, and qualifying sales above $10,000 use 3% on the portion above that. Does a not-as-described claim hurt my account? Upheld claims feed your Account Health Rating. See violations and ban triggers. Should I still offer voluntary returns? Some sellers do to protect ratings. It is a commercial choice now rather than an obligation, which is the entire point of the change. Before you source secondhand stock Condition disputes are the main cost in these categories, and the reviews on comparable listings tell you which items generate them before you buy. Install the Delzonic Chrome extension and an AI summary of the reviews appears on any TikTok Shop listing, free. Related reading: returnless refunds, chargebacks and disputes, and the full fee breakdown. Based on publicly reported TikTok Shop aftersales policy updates as of September 2026. Rules vary by market, so confirm in your own Seller Center.

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Seller Guides

TikTok Shop Tracking Accuracy Rules (2026)

Short answer: TikTok Shop is now enforcing against tracking numbers that do not reflect what actually shipped. That includes uploading a tracking number before the parcel exists, using a number that never scans, and reusing or generating numbers to stop the dispatch clock. The two metrics it feeds are a 4% Late Dispatch Rate threshold and a 2.5% Seller Fault Cancellation Rate threshold, and both now sit on your Account Health Rating for a rolling 180 days. The old trick of marking an order shipped to buy yourself a day has stopped working and started costing. What counts as abusive tracking Behaviour Why it gets flagged Uploading tracking before the parcel exists First scan arrives days after the number Numbers that never scan at all No carrier activity ever recorded Reusing a number across orders One shipment mapped to several orders Numbers from an unrelated carrier Tracking does not match the declared route Marking shipped then cancelling Dispatch recorded for an order that never moved None of these require intent to be caught. A 3PL that generates labels in a nightly batch but collects twice a week produces exactly the pattern above, and the seller usually has no idea until the metric moves. The gap that catches honest sellers The problem is rarely fraud. It is the distance between when a label is created and when the carrier actually takes the parcel. If you print labels on Friday afternoon for a Monday collection, every one of those orders shows a tracking number with no movement for three days. That is the same signal a fake number produces. The two thresholds that matter Metric Threshold What it counts Late Dispatch Rate 4% Orders not dispatched inside the committed window Seller Fault Cancellation Rate 2.5% Cancellations caused by you, usually stockouts Run the arithmetic on your own volume before assuming you have room. Monthly orders Late dispatches allowed at 4% Seller fault cancellations allowed at 2.5% 100 4 2 250 10 6 500 20 12 1,000 40 25 At 100 orders a month you get two seller fault cancellations before you are in trouble. One supplier failing over a weekend spends the entire allowance. This is why the metric punishes small sellers disproportionately: the percentage is the same but the absolute headroom is tiny. Why the 180 day window changes the maths Under the old violation points system, records reset every 90 days. Since July 2026 the Account Health Rating runs on a rolling 180 day window that compounds instead of counting down. For a rate metric that is a meaningful difference. A bad fortnight used to wash out in a quarter. Now it stays in the denominator for six months, and the only way to dilute it is clean volume accumulating alongside it. You cannot wait it out, you have to out-ship it. Pro tip Move label generation to the moment of handover rather than the start of the picking session. It sounds trivial and it is the single change that fixes most tracking accuracy problems, because it closes the gap between the number existing and the parcel moving. If your 3PL will not do that, ask them to suppress tracking upload until first scan. How to fix a damaged rate Find which metric is actually damaged. Late dispatch and seller fault cancellation have different causes and opposite fixes. Guessing wastes weeks. If it is late dispatch, extend your promise. The rate is measured against what you committed to, not against some universal standard. A conservative window you always hit beats an ambitious one you usually hit. This is the fastest lever available and most sellers never touch it. If it is cancellations, delist earlier. Pull a listing while stock is uncertain rather than accepting orders you might not fill. A day offline costs sales. A cancellation costs six months of record. Audit the carrier handoff, not the warehouse. Most tracking accuracy problems live in the gap between your operation and the carrier’s first scan, not inside either one. Frequently asked questions What is the TikTok Shop Late Dispatch Rate threshold? A reported 4%, measured against the dispatch window you committed to on the listing. What is the Seller Fault Cancellation Rate threshold? A reported 2.5%. Stockouts are the most common cause. Can I upload tracking before I ship? You should not. A number with no carrier activity is the exact pattern the enforcement targets, whatever your intention was. What happens if my tracking is flagged? It feeds your Account Health Rating, where restrictions escalate at 150, 100, 50 and 0. See violations and ban triggers. How long do these metrics stay against me? A rolling 180 day window, double the old 90 day reset. Does a buyer cancellation count against me? Seller Fault Cancellation Rate is specifically the ones caused by you. Buyer initiated cancellations are treated separately. The upstream fix A large share of seller fault cancellations trace back to products chosen without checking whether supply could keep up with a spike. Products in a fast rise are exactly the ones most likely to strand you mid run. Install the Delzonic Chrome extension and sales, revenue and trend direction appear on the TikTok Shop listing itself, free, so you can see how fast something is moving before you commit stock to it. Related reading: the fulfilment mandate reversal, how to increase your health score, and violations and ban triggers. Thresholds reflect publicly reported TikTok Shop seller performance rules as of September 2026 and vary by market. Confirm in your own Seller Center.

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Seller Guides

TikTok Shop Fulfillment Mandate: Reversed (2026)

Short answer: you can still ship your own orders. TikTok Shop announced in early 2026 that it would end Seller Shipping in the US and move every merchant onto TikTok Shop Logistics Services, with a transition running 25 February to 31 March and full compliance by 1 April. On 17 February it sent a letter confirming the change would not go ahead. All four fulfilment options remain available: Seller Shipping, Upgraded TikTok Shipping, Collections by TikTok and Fulfilled by TikTok. The phrase to pay attention to is that it was paused “at this time”, which is not the same as cancelled. What was actually proposed Date What was announced Early 2026 Seller Shipping to be discontinued in the US 25 February to 31 March Existing sellers transition to TikTok Shop Logistics Services 1 April Full compliance required 17 February Letter issued confirming it would not proceed The reversal landed eight days before the transition was due to start, which tells you how quickly the pushback worked and how close sellers came to rebuilding their operations. Why it was reversed Brands said they would leave, and some began doing it before the deadline. The objections were consistent and financial. Mandatory platform logistics raises fulfilment cost, and on TikTok Shop that cost comes out of margin that was already funding the steep discounts buyers there expect. Merchants and agencies said they would have to narrow assortments, cut promotions, or exit outright. Reporting that brands were already pulling back appears to be what moved it. The part worth remembering The letter said the change would not move forward “at this time”. That is a pause, not a cancellation, and the original rationale for centralising logistics has not gone away. Anyone building a fulfilment strategy on the assumption that Seller Shipping is permanent is making a bet, not a plan. What your options are now Option Who ships Best for Seller Shipping You, with your own carriers Existing 3PL or in-house operations Upgraded TikTok Shipping You, on TikTok negotiated rates Smaller sellers without carrier rates Collections by TikTok TikTok collects from you Sellers wanting pickup without full outsourcing Fulfilled by TikTok TikTok, from its warehouses Sellers who want the whole thing handled All four are confirmed as still available. Nothing you currently do needs to change today. What you should do anyway The lesson of a mandate that arrived and vanished inside a month is not that you got lucky. It is that your fulfilment arrangement is a platform decision, not only yours. Know your real per order fulfilment cost. If you cannot state it, you cannot evaluate the next proposal when it arrives, and you will be deciding under deadline pressure rather than doing arithmetic. Understand what FBT would cost you. Not because you should switch, but because if a mandate returns you want the comparison already done. Sellers who had run those numbers were noticeably calmer in February. Keep your dispatch performance clean regardless. This is the part nobody can take away from you. The reported thresholds are a 4% Late Dispatch Rate and a 2.5% Seller Fault Cancellation Rate, and both feed your Account Health Rating on a rolling 180 day window. Pro tip If you ship your own orders, the strongest defence against any future mandate is a dispatch record good enough that centralised logistics would be a downgrade. Platforms centralise fulfilment because sellers collectively ship late. Being visibly not that seller is worth more than any argument you could make in an appeal. Does this affect margins now? No, and that is the point. The projected cost increase never landed, so anyone who repriced products or cut assortment in anticipation should revisit those decisions. Several brands narrowed their catalogues in February for a change that did not happen. If you paused a product launch or pulled SKUs, the constraint is gone for now. Frequently asked questions Do TikTok Shop sellers have to use TikTok fulfilment? No. The mandate was paused on 17 February 2026 and Seller Shipping remains available. Is the fulfilment mandate cancelled or paused? The letter said it would not proceed “at this time”, which reads as paused. Treat a return as possible. What fulfilment options does TikTok Shop offer? Seller Shipping, Upgraded TikTok Shipping, Collections by TikTok and Fulfilled by TikTok. Why did TikTok reverse the decision? Brands said the added fulfilment cost would squeeze margins and force them to cut promotions or leave, and some began pulling back before the deadline. Should I switch to Fulfilled by TikTok anyway? Only if the arithmetic works for your order profile. Run the comparison now while you are not under a deadline. What happens to my account if I dispatch late? Late dispatch feeds your Account Health Rating, with a reported 4% threshold. See our guide to violations and ban triggers. Protect the margin you just kept The fastest way to lose the margin this reversal preserved is stocking products that generate returns. Recurring quality complaints show up in reviews long before they show up in your cancellation rate. Install the Delzonic Chrome extension and an AI summary of the reviews appears on any TikTok Shop listing, free. Related reading: violations and ban triggers, how TikTok Shop works, and the 2026 AI content rules. Based on publicly reported coverage of the February 2026 announcement and reversal, accurate to September 2026. Confirm current policy in your own Seller Center.

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Seller Guides

TikTok Shop AI Content Rules (2026)

Short answer: AI voices have been banned from TikTok Shop promotional livestreams since 23 May 2026, and the ban covers more than voices. Recorded narration, radio style audio tracks, slideshows, looping footage, screen recordings and screenshots of product detail pages are all prohibited in LIVE. Outside LIVE the rules are far looser: AI assisted editing, translation, dubbing, scripts and virtual demos remain allowed, but anything entirely AI generated or significantly AI altered has to be disclosed, and the label appears publicly on your content. Violations now feed your Account Health Rating on a rolling 180 day window, so a mistake here does not clear itself the way it used to. What is banned in LIVE The livestream rules are the strict ones, because TikTok treats a shopping LIVE as a person selling to you in real time. Anything that fakes that presence is out. Format Allowed in a promotional LIVE? AI generated voices No Pre-recorded audio played as narration No Radio style audio tracks No Slideshows No Looping footage No Screen recordings No Screenshots of product detail pages No Read that list again, because it is wider than the headline Most coverage reported this as an AI voice ban. In practice it outlaws the entire unattended livestream format. A stream that loops product footage under a recorded voiceover was never really AI, and it is banned anyway. If your LIVE strategy was “run it overnight without a person”, that strategy is finished regardless of whether you used AI to build it. What still works outside LIVE Short form video and product imagery keep a lot of latitude. Still permitted: AI assisted editing, translation, dubbing, script writing and virtual demonstrations. The boundary is fabrication. You can use AI to make your content clearer, faster to produce or available in another language. You cannot use it to show a result the product does not actually deliver. A translated voiceover of a genuine demo is fine. An AI generated before and after that never happened is not, and that is a misleading claims problem on top of an AI problem. What has to be disclosed Disclosure is required when content is entirely AI generated, or significantly edited with AI. TikTok names several categories explicitly. Content type Disclosure needed Synthetic faces Yes Voice clones Yes AI generated backgrounds Yes Photorealistic product images Yes Altering what someone says or does Yes Significantly changing someone’s appearance Yes Colour grading, trimming, captions No Once you enable the toggle, a label reading “Disclosed by creator as AI-generated” appears in the bottom left corner of the content. It is visible to buyers, which is the part sellers hesitate over and should not. The photorealistic product images line is the one that catches ecommerce sellers specifically. AI generated lifestyle shots of a real product are extremely common and they are squarely inside the disclosure requirement. Pro tip Disclose rather than gamble. The label costs you very little in conversion, because buyers are mostly looking at the product. An undisclosed synthetic image that gets detected costs you Account Health Rating points that now sit on your record for 180 days. The asymmetry is not close. How is this actually enforced? This is the part that changed the risk calculation. Enforcement has moved from a self declared toggle to automated detection, using C2PA provenance metadata, invisible watermarking, and computer vision classifiers. Practically, that means the metadata embedded by the AI tool you used can identify the content as synthetic even if you never ticked the box, and even if you cropped, re-encoded or re-uploaded it. Assuming nobody can tell is no longer a reasonable assumption. What happens if you get it wrong Violations feed into the Account Health Rating, which replaced the old violation points system in July 2026. Your account starts at 200 and restrictions escalate at 150, 100, 50 and 0, on a rolling 180 day window that compounds rather than resetting. The old system forgave you every 90 days. This one does not, so an AI disclosure slip in March is still on your record in August. Full detail in our guide to violations and ban triggers. What to change this week Audit your LIVE setup first. If any part of your streaming runs without a live human speaking, it is non compliant now. This is the highest risk item because LIVE is monitored closely. Go through your product imagery. Any photorealistic AI generated image of a product needs the disclosure. Most sellers have more of these than they remember. Check your translated and dubbed content. Still allowed, but if the AI altered what the speaker appears to say rather than simply translating it, that crosses into disclosure territory. Write the rule down for whoever makes your content. If you use freelancers or an agency, they are generating AI assets on your account’s risk. They will not be the ones losing Shop Tab recommendations. Frequently asked questions Can I use an AI voice on TikTok Shop? Not in a promotional livestream. Off LIVE, AI dubbing and voice work is permitted but a cloned voice requires disclosure. When did the AI voice ban start? 23 May 2026 for promotional livestreams. Do I have to label AI product photos? Yes, if they are photorealistic and AI generated. Ordinary editing like colour correction or cropping does not require a label. Does the AI label hurt conversion? Far less than an enforcement action. Buyers are evaluating the product; the platform is evaluating your compliance record for 180 days. Can TikTok actually detect AI content? It reads C2PA metadata, invisible watermarks and runs computer vision classifiers. Detection is automated rather than reliant on you declaring it. Are slideshows banned everywhere? They are prohibited as a promotional LIVE format. Short form video rules are separate and more permissive. While you are reviewing listings Compliance problems and product problems often arrive together, because items with recurring quality complaints generate the disputes that pull your score down from the other direction. Install the Delzonic Chrome extension

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Seller Guides

TikTok Shop Features and How It Works (2026)

Short answer: TikTok Shop is a storefront built inside TikTok, so buying happens without leaving the app. Products can be bought from four places: a video, a livestream, the Shop tab, and a seller’s own product page. That matters more than any feature list, because which of those four is actually generating a product’s sales is the difference between a business you can build and one that belongs to a creator who has already moved on. Sellers pay a 6% referral fee in the US with no separate transaction fee, and set their own affiliate commission, usually 5 to 25%. The four places a sale can happen Surface How the buyer arrives What it depends on Video Product tagged in a short video That video continuing to be pushed LIVE Product pinned during a livestream Streaming hours and the host Shop tab Browsing and search inside TikTok Your listing, price and rating Product page Direct link or shop profile Existing demand for you Read that table as a risk ladder rather than a feature list. Video and LIVE revenue is borrowed: it exists while someone keeps posting. Shop tab and product page revenue is earned: it keeps arriving because people are looking for the thing you sell. The one question worth asking about any product Where did its revenue actually come from? A product doing $80,000 a month with almost all of it behind one creator video is one creator away from zero. A product doing $30,000 spread across the Shop tab and a dozen creators is a far safer bet at half the headline number. Who does what Three roles, and people conflate them constantly. Sellers own the products. They list, hold or source inventory, ship, handle returns and customer messages, and carry the account health consequences if any of that slips. Affiliates own nothing. They pick products from the affiliate marketplace, make content, and earn a commission on sales they generate. No inventory, no returns, no platform fees. Creators is the broader term, and a creator may be an affiliate, may have brand deals, or may run their own shop. The label describes the audience, not the commercial arrangement. A full breakdown of the economics is in our guide to seller versus affiliate. What does it cost to sell? Cost Who pays Amount Referral fee Seller 6% in the US, 5% on selected jewellery Transaction fee Nobody None, payment processing is inside the referral fee Affiliate commission Seller 5 to 25%, you set it Shipping and returns Seller Varies Ads Optional Varies The absence of a separate transaction fee is genuinely unusual and makes the platform cut smaller than most marketplaces. New US sellers who make a first sale within 60 days of onboarding can get a reduced 3% rate for 30 days. The expensive part of selling here is not TikTok’s fee, it is inventory you bought before you knew it would move. The features that actually matter day to day Product listings with video attached. A listing is not a static page. Videos featuring the product appear on it, which means your listing quality and creator content compound rather than sitting separately. The affiliate marketplace. Where sellers publish commission rates and creators pick what to promote. Your rate is competing against every other seller’s rate for creator attention, so it functions as a bid rather than a cost to minimise. LIVE selling. Products pinned during a stream with real time purchasing. It rewards streaming hours and consistency rather than reach, which makes it a different job to short form content. Shop tab and search. The part that behaves like a conventional marketplace. This is where listing optimisation, price and rating do the work, and it is the revenue that keeps arriving when you stop posting. Account health. Not a feature you use, but the system that decides whether your listings keep getting shown. Since July 2026 this runs on the Account Health Rating rather than the old violation points, and it is worth understanding before it becomes urgent. See violations and ban triggers. Pro tip If you are starting out, ignore LIVE entirely for the first month. It is the most time expensive surface and the hardest to be good at cold. Video plus a well built listing will teach you what sells, and you can add streaming once you know which products deserve the hours. How a sale actually flows One. A buyer sees the product, in a video, a stream, or by browsing the Shop tab. Two. They buy inside TikTok. No redirect, no external checkout, which is the entire reason conversion here differs from social traffic sent to an outside store. Three. The seller ships within the committed window. Late dispatch is measured and feeds your account health. Four. The return window runs. Commissions and payouts settle after it closes, so there is a lag between the sale and the money. Five. The review lands, and it affects both future conversion and your metrics. Frequently asked questions How does TikTok Shop work for sellers? You list products, they become buyable from videos, livestreams and the Shop tab, and you handle fulfilment and returns. TikTok takes 6% in the US and you pay any affiliate commission you set. Is TikTok Shop free to use? There is no subscription. You pay the referral fee on sales, plus commission if you use affiliates. Do I need followers to sell on TikTok Shop? No. Sellers do not need an audience because sales can come from the Shop tab and from affiliates promoting your products. What is the Shop tab? The browsing and search surface inside TikTok, which behaves much more like a conventional marketplace than the video feed does. How long do payouts take? After the return window closes, so budget for the lag rather than expecting same week money. What is the difference between TikTok Shop and TikTok ads? Shop is the storefront and checkout. Ads are paid distribution you can point at your listings.

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Tools & Alternatives

EchoTik Pricing 2026: Plans, Limits and Best Value

Short answer: EchoTik costs $0, $13.90, $29 or $57 a month across Free, Basic, Pro and Enterprise. Billed annually those become $0, $9.90, $19.10 and $29.10 a month. The unusual thing here is that the annual discount gets better as you go up: about 29% off on Basic, 34% on Pro and roughly 49% on Enterprise. That makes Enterprise at $29.10 a month billed annually the standout deal in this whole category, because it includes unlimited history for less than most competitors charge for their entry tier. Every plan and what it costs Verified on EchoTik’s pricing page in September 2026. Plan Monthly Annual, per month Effective discount Historical data Free $0 $0 n/a Limited daily views Basic $13.90 $9.90 About 29% 30 days Pro $29 $19.10 About 34% 90 days Enterprise $57 $29.10 About 49% Unlimited Why the top plan is the best value, not the worst Most software discounts annual billing at a flat rate across every tier. EchoTik does not. Going annual on Basic saves you $48 a year. Going annual on Enterprise saves you $334. That inverts the usual advice: if you are going to pay for EchoTik at all, the Enterprise annual plan is the one where the discount actually does something, and it costs $29.10 a month against FastMoss Basic at $47. What are the real limits on each plan? EchoTik gates volume rather than features, so the plans look similar on a feature list and behave very differently in practice. Limit Free Basic Pro Enterprise Searches per day, each type 50 Limited 200 5,000 Leaderboard depth Top 100 Top 100 to 200 Top 1,000 Unlimited Detail page views per day Limited 100 pages 1,000 Unlimited Data exports per day None 100 items 2,000 items 60,000 products, 5,000 other Historical window Limited 30 days 90 days Unlimited Filter creators by contact info No No Yes Yes Export creator emails No No No Yes Browser extension Limited daily Limited Unlimited Unlimited Sub-accounts Not supported Selectable Selectable Selectable Regions All All All All Two rows decide most purchases. Creator email export is Enterprise only, so if affiliate outreach is why you are buying, Pro will frustrate you: you can filter for creators who have contact details but you cannot export them. And the 30 day window on Basic cannot answer the question a trend tool exists to answer, which is whether something is rising or already past its peak. All regions are available on every plan including free, which several competitors do not match. Is the free plan worth using? More than most free tiers in this category. You get registration, basic filters, leaderboards capped at the top 100, limited daily detail views, limited browser extension use, and 50 searches a day for each of products, shops, creators, videos and livestreams. Fifty searches a day per type is a genuine allowance rather than a teaser. What you do not get is any trend window, so it answers what exists but never whether it is climbing. Pro tip Start free and pay attention to which ceiling you hit first, because that is the only thing that should decide your plan. Hit the search count, Pro fixes it. Hit the historical window, you need Pro at minimum and possibly Enterprise. Hit export volume, only Enterprise will do. Buying the tier that fixes the wrong limit is the most common and most expensive mistake here. Which plan should you buy? Free if you are validating individual products rather than researching categories. It genuinely works for that. Basic at $13.90 is the awkward one. It is the cheapest paid tier in the market, but a 30 day window is short enough that you often cannot tell a rise from a plateau. Treat it as a slightly better free plan rather than a research tool. Pro at $29, or $19.10 annually, is the sensible default. It is the cheapest route to a 90 day window anywhere, and 200 searches a day covers most individual sellers comfortably. Enterprise at $57, or $29.10 annually, is the one to take seriously if you are paying anyway. Unlimited history, 5,000 searches a day and creator email export, for $10 a month more than Pro on annual billing. That is a small premium for removing every ceiling. How does it compare on price? Tool Entry paid plan Cheapest 90 day history Free tier EchoTik $13.90, or $9.90 annual $19.10 per month annually Yes, permanent FastMoss $49, or $47 annual $47 per month annually Trial only Delzonic Free, Pro $39 $62.30 per month annually Yes, permanent Kalodata Not published Not published Seven day trial On cost EchoTik wins clearly and there is no point pretending otherwise. What the more expensive tools offer is custom date range analysis, agency grade reporting and deeper creator datasets, none of which most individual sellers use. Frequently asked questions How much does EchoTik cost per month? Basic $13.90, Pro $29, Enterprise $57. Annual billing brings those to $9.90, $19.10 and $29.10 a month. Is EchoTik free? There is a permanent free plan with 50 searches a day per data type and top 100 leaderboard access. It has no trend window. Does EchoTik offer refunds? Selected paid plans carry a seven day unconditional refund, so you can test a paid tier without committing to a month. Which EchoTik plan gives unlimited history? Enterprise, at $57 monthly or $29.10 a month billed annually. Can I export creator emails on Pro? No. Pro lets you filter for creators who have contact details, but exporting the emails is Enterprise only. Is EchoTik cheaper than FastMoss? Substantially. EchoTik Enterprise at $29.10 a month annually costs less than FastMoss Basic at $47, and includes unlimited history against FastMoss Basic’s 90 days. Before you subscribe If your actual daily job is deciding whether one listing in front of you is worth pursuing, a quota based dashboard is the wrong shape of tool regardless of price. The Delzonic extension puts price, sales, revenue, rating and AI review insights on

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