What’s hiding inside cosmetics sold on Temu?

What’s hiding inside cosmetics sold on Temu?

What’s hiding inside cosmetics sold on Temu?

What’s hiding inside cosmetics sold on Temu?

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New EU regulations such as ESPR and EPR require transparency, which retailers and online stores in particular often struggle to deliver as processes are often manual or outdated.

Complir automates the work - so businesses can stay compliant and ahead of regulations and legislation, reduce risk and keep products on the shelves.

To demonstrate how Complir works, we conducted a study of cosmetics products at Temu.

We chose Temu as a case study as several studies have shown challenges with compliance and legislation for products sold on the platform. In addition, we were inspired by the new initiative from the Danish Safety Technology Authority (Sikkerhedsstyrelsen), which aims to use AI tools to screen Temu for illegal products.

In this way, we demonstrate how easy it is to get an overview of any complications in a product category and how far we have already come with our AI tools.

In our study of 600 cosmetic products sold at Temu, we found that 93% of the products pose medium to high chemical risk.

Our analysis of the chemical risk profiles of the products shows:

When buying products, consumers expect clear and accurate information about what’s inside. However, several studies have shown that items sold on Temu often provide minimal—and sometimes misleading—details, particularly regarding chemical components (The Sun, 2024; Channel News Asia, 2024; Forbrugerrådet Tænk, 2024).


Driven by curiosity, we decided to conduct our own investigation, starting with cosmetics, to assess whether Temu falls short in product transparency. Additionally, we were inspired by the new initiative by the Danish Safety Technology Authority (Sikkerhedsstyrelsen), which aims to use AI tools to screen Temu for illegal products. 


Our investigation into 600 cosmetic products sold on Temu, revealed transparency and safety issues:

To collect info about the 600 cosmetic products, we initially tried automated methods to gather data on Temu's site, but we ran into technical barriers like verification tests (e.g., "I'm not a robot" checks) and other tools that block data collection. These barriers often locked us out of the site, making automated data collection impossible.


This left us with the question: Why is Temu making it so difficult to access product information?


Persistently, we successfully gathered the key information after several days of extensive copy-pasting.


Let’s begin our analysis with a visual overview of the 600 cosmetic products, grouped into three categories: Lips, Eyes, and Face, represented by distinct color groups, shown in the data visualization below. Each category comprises different product types, such as lipsticks, eyeshadows, and foundations, with 40 products in each type. In the visualization, each bubble represents a product, with its size corresponding to the total number of ingredients. The analysis also examine if the products are safe to use. The answer to this can be revealed by pressing the “show risk colors" button in the visualization. The risk analysis of each product is based on the first 4 chemicals in the ingredient list, assuming they represent the highest concentration.


Products with fewer than 5 ingredients are shown as gray bubbles, while red bubbles indicate high-risk chemical profiles, yellow indicates a medium-risk profile, and green represents a neutral risk profile. The results are visualized as follows:

15% of products list no ingredients at all

15% of products list no ingredients at all, in violation of EU regulations, and 29% list fewer than 5 ingredients, falling short of transparency standards.

15% of products list no ingredients at all

15% of products list no ingredients at all, in violation of EU regulations, and 29% list fewer than 5 ingredients, falling short of transparency standards.

Ingredients often appear in random order

Ingredients often appear in random order, ignoring EU rules that require listing in descending order of concentration (EU Cosmetics Regulation (EC) No 1223/2009).

Ingredients often appear in random order

Ingredients often appear in random order, ignoring EU rules that require listing in descending order of concentration (EU Cosmetics Regulation (EC) No 1223/2009).

93% of products pose medium to high chemical risks

Our analysis of the chemical risk profiles of the products shows that while 7% are classified as low risk, 93% pose potential safety concerns, including 41% at high risk, 37% at medium risk, and 15% unrated due to incomplete data, raising significant concerns about safety.

93% of products pose medium to high chemical risks

Our analysis of the chemical risk profiles of the products shows that while 7% are classified as low risk, 93% pose potential safety concerns, including 41% at high risk, 37% at medium risk, and 15% unrated due to incomplete data, raising significant concerns about safety.

93% of products pose medium to high chemical risks

Our analysis of the chemical risk profiles of the products shows that while 7% are classified as low risk, 93% pose potential safety concerns, including 41% at high risk, 37% at medium risk, and 15% unrated due to incomplete data, raising significant concerns about safety.

93% of products pose medium to high chemical risks

Our analysis of the chemical risk profiles of the products shows that while 7% are classified as low risk, 93% pose potential safety concerns, including 41% at high risk, 37% at medium risk, and 15% unrated due to incomplete data, raising significant concerns about safety.

93% of products pose medium to high chemical risks

Our analysis of the chemical risk profiles of the products shows that while 7% are classified as low risk, 93% pose potential safety concerns, including 41% at high risk, 37% at medium risk, and 15% unrated due to incomplete data, raising significant concerns about safety.

15% of products list no ingredients at all

15% of products list no ingredients at all, in violation of EU regulations, and 29% list fewer than 5 ingredients, falling short of transparency standards.

15% of products list no ingredients at all

15% of products list no ingredients at all, in violation of EU regulations, and 29% list fewer than 5 ingredients, falling short of transparency standards.

15% of products list no ingredients at all

15% of products list no ingredients at all, in violation of EU regulations, and 29% list fewer than 5 ingredients, falling short of transparency standards.

Ingredients often appear in random order

Ingredients often appear in random order, ignoring EU rules that require listing in descending order of concentration (EU Cosmetics Regulation (EC) No 1223/2009).

Ingredients often appear in random order

Ingredients often appear in random order, ignoring EU rules that require listing in descending order of concentration (EU Cosmetics Regulation (EC) No 1223/2009).

Ingredients often appear in random order

Ingredients often appear in random order, ignoring EU rules that require listing in descending order of concentration (EU Cosmetics Regulation (EC) No 1223/2009).

15% of products list no ingredients at all, which violates EU regulations, and 29% list fewer than 5 ingredients, which does not meet transparency standards.

Ingredients are often listed in random order, ignoring EU regulations that require listing in descending order of concentration (EU Cosmetics Regulation (EC) No 1223/2009).

This is what our analysis look like:

One of the benefits of Complir is the user interface, which provides an instant and visual overview of where there may be challenges with the product portfolio.

Here is the visual overview of the 600 cosmetic products from Temu, grouped into three categories: Lips, Eyes and Face, represented by different color groups, as shown in the data visualization below. Each category includes different product types, such as lipsticks, eyeshadows and foundations, with 40 products in each type. In the visualization, each bubble represents a product, with its size corresponding to the total number of ingredients.

The analysis also assesses whether the products are safe to use. The answer to this can be revealed by pressing the “show risk colors” button in the visualization. The risk calculation of each product is based on the first 4 chemicals on the ingredient list, assuming that they represent the highest concentration.

Products with fewer than 5 ingredients are shown as gray bubbles, while red bubbles indicate high risk chemical profiles, yellow indicates a medium risk profile, and green represents a neutral risk profile. The results are visualized as follows:

Products sold on Temu

Explore cosmetic products and their chemical content

Products sold on Temu

Explore cosmetic products and their chemical content

Our analysis shows that 29% of products list fewer than 5 ingredients. As typical cosmetic products contain between 15 to 50 ingredients, this suggests incomplete ingredient lists (Science.org.au). Furthermore, 15% of the products analyzed provide no ingredient lists at all.

This is not in line with EU regulations that require full ingredient disclosure in descending order of concentration (EU Cosmetics Regulation (EC) No 1223/2009).

An example of how important the correct order in the ingredient list is concerns Methylparaben, a preservative with strict use restrictions. Among the 600 products, 123 were found to contain Methylparaben, with 120 having it among the top 3 ingredients. This suggests concentrations likely to exceed the EU maximum permitted levels of 0.4% when used alone or 0.8% when combined with other parabens.

Among the 600 products analyzed, 41% were classified with a high-risk chemical profile, 37% with a medium-risk profile, and 7% with a low-risk profile. 15% of products did not receive a rating due to incomplete data, as in cases where an eyeliner listed only one ingredient, such as water.

Now let's dive into the ~500 chemicals identified across cosmetics. In the data visualization below, the size of each bubble reflects the frequency of a chemical's occurrence across products, while its color indicates the average risk score for that chemical across the products in which it occurs.

Chemicals in products sold on Temu

Explore chemicals and their safety information

Chemicals in products sold on Temu

Explore chemicals and their safety information

Our analysis shows that while only 9 chemicals are classified as high risk and 26.25% as medium risk, the majority (72%) are considered low risk. However, many products still receive a chemical score as high risk due to the presence and frequency of these 9 chemicals classified as posing significant health or environmental risks. The 'medium risk' category (yellow) includes products with a neutral, medium and high risk profile. 

How we did the analysis

Complir has automated processes for collecting data. And normally, collecting and analyzing the products on Temu would take a few hours to set up.

However, this didn't prove possible on Temu due to various verification tests (e.g. 'I'm not a robot' checks) and other tools that block data collection. We could have developed an AI-driven data collection tool here, which would take 1-2 weeks. But since such a tool would never be 100 percent generic, but would have to be customized to a website's specific blocks, we chose to collect data manually for the purpose of this analysis.

How we analyzed the data: We used the European Commission's cosmetic ingredients database (CosIng) to identify and verify chemical names, including potential misspellings. CAS numbers (unique identifiers for chemical substances) of these chemicals were cross-checked against the European Chemicals Agency (ECHA) database for hazard information.

To enhance our analysis, we applied the Complir engine, which uses Generative AI to describe chemicals, identify relevant legislation, assess risks based on ECHA hazard data, and justify risk assessments.

Once Complir is set up - including automated data collection - any webshop will have a full overview of potential risks and non-compliance with regulations and legislation in an instant - and of course be able to continuously ensure that all products comply with standards.



© Copyright 2025, Complir ApS. Copenhagen, DK 1171

All rights reserved.

© Copyright 2025, Complir ApS. Copenhagen, DK 1171 All rights reserved.

© Copyright 2025, Complir ApS. Copenhagen, DK 1171 All rights reserved.

© Copyright 2025, Complir ApS. Copenhagen, DK 1171 All rights reserved.