NEWSAR
Multi-perspective news intelligence
SRCThe Guardian - World News
LANGEN
LEANCenter-Left
WORDS597
ENT2
SUN · 2025-12-14 · 07:00 GMTBRIEF NSR-2025-1214-2539
News/Beware five-star reviews: the scam write-ups that seek to tr…
NSR-2025-1214-2539News Report·EN·Economic Impact

Beware five-star reviews: the scam write-ups that seek to trap online shoppers

Online shoppers are being warned about the proliferation of fake five-star reviews, a scam that has persisted despite being banned in the UK in April. National Trading Standards (NTS) reports that criminals are using paid individuals, bots, and AI to generate these fraudulent reviews on a large scale, sometimes creating entire fake review websites.

Rupert JonesThe Guardian - World NewsFiled 2025-12-14 · 07:00 GMTLean · Center-LeftRead · 3 min
Beware five-star reviews: the scam write-ups that seek to trap online shoppers
The Guardian - World NewsFIG 01
Reading time
3min
Word count
597words
Sources cited
3cited
Entities identified
2entities
Quality score
100%
§ 01

Briefing Summary

AI-generated
NEWSAR · AI

Online shoppers are being warned about the proliferation of fake five-star reviews, a scam that has persisted despite being banned in the UK in April. National Trading Standards (NTS) reports that criminals are using paid individuals, bots, and AI to generate these fraudulent reviews on a large scale, sometimes creating entire fake review websites. These reviews often promote high-demand products like air fryers and vacuum cleaners, leading consumers to purchase low-quality, counterfeit, or non-existent items. Studies estimate that 11% to 30% of online reviews are fake, with AI-generated reviews becoming increasingly difficult to detect. Experts advise consumers to be wary of overly enthusiastic reviews lacking specific details or using phrases from product descriptions.

Confidence 0.90Sources 3Claims 5Entities 2
§ 02

Article analysis

Model · rule-based
Framing
Economic Impact
Technology
Tone
Mixed Tone
AI-assessed
CalmNeutralAlarmist
Factuality
0.70 / 1.00
Factual
LowHigh
Sources cited
3
Well sourced
FewMany
§ 03

Key claims

5 extracted
01

A 2023 UK government study estimated that 11% to 15% of all reviews were not real.

statisticUK government study
Confidence
0.90
02

Crooks are creating entire fake review websites linked to high-demand products.

factualNational Trading Standards (NTS)
Confidence
0.90
03

Criminals are using paid individuals, bots and AI to generate fake reviews on a mass scale.

factualNational Trading Standards (NTS)
Confidence
0.90
04

Real reviewers will often want to go into detail.

quoteWhich?
Confidence
0.80
05

Genuine reviews will often be personal and specific to the individual’s experience.

quoteNTS
Confidence
0.80
§ 04

Full report

3 min read · 597 words
You’re doing a spot of online Christmas shopping and see an air fryer that is competitively priced. You don’t recognise the brand, but the reviews are fantastic – five-star raves that say things such as “this product changed my life” and “this is the greatest air fryer ever”.You buy it, but when it arrives it is clearly cheap and poor quality, and possibly dangerous, too.Those glowing online reviews were fake.Although explicitly banned in the UK in April this year, they are continuing to trap consumers.National Trading Standards (NTS), the consumer protection and enforcement body, issued a warning recently that criminals are using paid individuals, bots and, increasingly, AI to generate fake reviews “on a mass scale”. It says crooks are even creating entire fake review websites, usually linked to specific high-demand products such as air fryers and vacuum cleaners.Too many glowing reviews should ring alarm bells, say experts. Photograph: Andriy Popov/AlamyIn many cases those who fall for these fraudulent reviews will receive nothing, or they will get a bad-quality item, or a counterfeit of the brand they were expecting.Estimates vary as to what proportion of all online reviews are fake. A 2023 UK government study estimated that 11% to 15% of all reviews across three common product categories (consumer electronics, home and kitchen, and sports and outdoors) on e-commerce platforms widely used by UK consumers, were not real. Other studies have put the figure at 30%.What the scam looks likeTraditionally, the business was largely centred on sweatshops located in places such as India and Russia, with people paid to churn out vast numbers of posts to boost a business’s rating. Many of these human-written reviews contain typos, errors and grammar that can be an obvious red flag for UK consumers.However, technology has transformed this “business”, and the AI-generated reviews are becoming increasingly difficult to distinguish from those written by genuine punters.It is still often the case that they also do not feature much concrete detail about the product or service, or include phrases seemingly copied from the product description (for example “up to 75% less fat than traditional frying methods”).They also often go big on vague phrases such as “I can’t believe this is so great”, have hyperbolic headlines such as “these are the greatest hair stylers ever,” and typically don’t include anecdotes.“Genuine reviews will often be personal and specific to the individual’s experience of using the item, while a fake is more likely to be vague, using generic words and phrases such as ‘amazing’, ‘awesome’, and ‘buy this product’,” says NTS.Similarly, consumer body Which? says “real reviewers will often want to go into detail”.It adds that if there is an extremely high percentage of five-star reviews, “consider how likely it is that so many people found the product to be ‘perfect’. Is the reviewer going over the top in the language? For some this may be natural, but if it happens a lot, be wary”.Alarm bells should also ring if multiple, similar, reviews have been posted all at the same time, or if a reviewer’s account has been activated recently, or has only reviewed a narrow range of products.What to doWhich? says one way to get a more balanced view of a product is to ignore the five-star reviews. “Check the four, three and two stars and it’s likely you’ll be getting more honest opinions,” it says.Be particularly careful if you are considering buying a brand you don’t recognise.And look for “verified” reviews and purchases, where the retailer, or marketplace, has confirmed the item was bought through its site.Finally, make sure you use trusted review sites.
§ 05

Entities

2 identified
Key playerOppositionContextPositiveNeutralNegative
§ 06

Keywords & salience

8 terms
fake reviews
1.00
online shopping
0.70
fraudulent reviews
0.60
consumer protection
0.60
online scams
0.50
artificial intelligence
0.50
national trading standards
0.40
e-commerce
0.40
§ 07

Topic connections

Interactive graph
No topic relationship data available yet. This graph will appear once topic relationships have been computed.