In e-commerce, poor or inaccurate product visuals can lead to revenue loss, reputational damage, and even lawsuits
The latter is no exaggeration. The world’s largest stock image provider continuously pursues unauthorised image usage cases against retailers, with settlement demands routinely running into hundreds or thousands of pounds per image. And in May 2026, pop star Dua Lipa filed a $15 million lawsuit against Samsung over the alleged unauthorised use of a copyrighted image of her on TV retail packaging.
Thankfully, cases involving figures this high are relatively rare. But using the wrong image can still trigger a lot of hassle and wasted resources. This is usually unintentional. In a previous job, I pushed out a video in paid media only to discover – after a couple of days and about £3000 worth of spend – that there was a competitor’s logo smack bang in the middle of it.
Or take the retailer that’s invested big on a World Cup campaign. Racing against the clock, a poorly shot picture or one of a wrong or slightly different product slips through the net. Before anyone clocks the mistake, advertising spend is wasted and conversions are lost forever.
The power of presentation
Clearly content moderation is key to avoiding losses. But there are many business gains to be made when visual content is slick, attractive, and performs well for your site visitors. Moderating images for visual consistency reduces cognitive load for shoppers. It creates subconscious signals of professionalism, reliability and trust. And let’s face it: trust is scarcer precisely because shoppers now assume any image might be synthetic.
Successful bricks and mortar retailers have always understood this. There’s a reason why, when you walk into a Disney store, all of those towels are folded with the same image visible, or why, when you walk into a Levi’s store, all the jeans are folded in a particular way. Clean, consistent presentation all positively affect customer sentiment and behaviour, online and in-store.
If you are running a marketplace, this can be a real challenge. Product images can arrive from multiple sellers, agencies, partners and, increasingly, from customers themselves. Individually, those assets may look perfectly acceptable, but once combined on a marketplace or retail platform, if you don’t apply some consistency, then it can get messy very quickly: different backgrounds, different crop ratios, inconsistent lighting, wild variability in size of, say, the trainers, poor positioning – the list goes on.
Video: essential, but a moderation challenge
Shoppers want to see how products move, fit, behave and exist in the real world. This is why multiple surveys have shown video to boost conversion. And because shoppers trust seeing products used by real people, user-generated videos in particular have become one of the most valuable forms of social proof in e-commerce.
However, moderating videos, especially user generated ones, introduces greater risk and complexity. Retailers now need to police for fake profiles, stolen imagery, copyright infringement, not suitable for work images or references, impersonation attempts and unsafe content – often in huge volumes. Illegitimate sellers won’t use their real profile images, so sites risk being flooded with stolen photography and copied branding.
One size doesn’t fit all regions and regulations
Different industries and regions have completely different cultural norms and compliance requirements. France’s Loi Évin bans alcohol brands from sponsoring sporting events and restricts how alcohol can be advertised at all – which is why Heineken’s European rugby competition ran as the “H Cup” for years, stripped of the brand name. Brands that ignore these lines don’t just risk a bad campaign, they risk regulatory action.
Get it right and the creativity can become the story. Guinness rebranded plain water as “Guinness Clear” for its Six Nations responsible-drinking campaign – a tongue-in-cheek idea that landed so well it won a Cannes Lions. But that worked precisely because it was built for its audience. The same asset dropped into the wrong market, or stripped of context, can misfire badly. One size doesn’t fit all.
Automation is essential
To execute all the moderation required to run a safe, profitable ecommerce site with a great customer experience is a mammoth undertaking. Especially when you factor in marketplaces, paid media, social commerce, mobile experiences and increasingly AI-powered search environments. It’s not something remotely possible or even desirable to handle manually. Even if your processes mandated defined content uploads, checking and re-checking policies across your websites it could never be foolproof. It might work for a short time but will cost dearly. And the work would be tedious, repetitive and, frankly, mind-numbingly dull.
As technology transformed the way people shop it also created a landscape where content volumes, formats and risks proliferate at breakneck speeds. So there’s a certain symmetry in the logic of applying automation technology to help safeguard against legal risks and trust breaches in this same landscape.
With automation and AI tools retailers centrally set all the rules, copyright and provenance checks and filters they require. This ensures that every image or video shown to their audiences are high-quality, strictly on-brand, and fully compliant. More advanced tools are able to do things like detect AI images to identify synthetic images and conduct reverse image search to identify images that may already exist elsewhere on the internet.
Humans still play a vital role in this workflow, making final judgement calls on any assets flagged and quarantined by the moderation system.
No moderation workflow will ever be 100 percent bulletproof. However retailers stand much higher chances of delivering exceptional user experiences while safeguarding shopper trust and margins by applying the right mix of automated ‘heavy lifting’ and human judgement.
The post Why Content Moderation Has Become Critical Retail Infrastructure appeared first on 365 Retail – Retail News and Events.
