The measured results of Telegram’s gender AI filtering tool were exposed, and the proportion of high-value users increased significantly

Telegram’s gender AI filtering tool is becoming an important means for cross-border marketing teams to optimize user structure. When traffic becomes more and more dispersed and customer acquisition costs continue to rise, simply expanding the scale of traffic can no longer guarantee stable conversions. What truly determines marketing effectiveness is user matching. More and more teams use AI to screen gender tags and complete structural optimization before reaching them, thereby significantly increasing the proportion of high-value users.

existIn the Telegram ecosystem, gender structure often directly affects content direction, product suitability and the quality of community interaction. Without clear structural data, all placement decisions can only rely on experience, and experience is not reliable in cross-border markets.

Why is the proportion of high-value users affected by gender structure?

Different types of products have obvious differences in their dependence on gender structures.

lFor female-led products, such as clothing, beauty, and accessories, the higher the proportion of women, the more stable the conversion efficiency will be.

lMale-dominated products, such as digital, encrypted assets, games, and tool software, have more male interactions.

lEmotional and interest-based communities need to balance the interactive atmosphere according to gender structure.

If there are a large number of users in the list who do not match the product positioning, even if the number of community members grows, it will be difficult to form effective transactions.

The core value of Telegram’s gender AI screening tool is to identify this structural mismatch problem in advance.

Actual measurement results: The difference before and after screening is obvious

A cross-border men’s care brand launched in the Middle East marketTelegram attracted traffic and promoted the community to 16,000 people, but the transaction rate was always lower than expected.

by genderAfter AI screening, it was found:

lThe proportion of female users reaches43%

lThe most active group is female accounts

lThe proportion of male target users is obviously insufficient

After the team re-screened:

lGroup male labeled users into separate groups

lOptimize content and discount strategies for male users

lFemale users turn to related product recommendations

One month later:

lIncreased interaction rate among male usersMore than 60%

lProduct transaction rate increased by approx.2 times

lSignificant reduction in invalid contacts

lThe delivery budget recovery cycle is shortened

The key is not an increase in traffic, but an increase in the proportion of high-value users.

Telegram’s core capabilities for gender AI screening

Compared with manual judgment or simple nickname recognition,The AI ​​model will combine:

lAccount behavior pattern

lContent interaction preferences

lActive time period

lInterest tag data

lcommunity participation structure

Make probability judgments through multi-dimensional data analysis and output gender labels in batches.

This structured output makes community management and advertising more accurate, rather than relying on fuzzy guesses.

How does Digital Planet support batch screening?

digital planet as global244 national social AI number screening platforms have supported Telegram account gender AI recognition and multi-dimensional detection capabilities.

The system can achieve:

lImport accounts in batches

lautomatic sexAI analysis

lScreening highly interactive users based on activity level

lIdentify abnormal accounts and low-quality users

lOutput structured data results

For cross-border teams, this means that list optimization can be completed before launch, reducing invalid contacts and improving budget utilization.

The true meaning of high-value users

In a fiercely competitive market environment, high-value users do not refer to people with the highest purchasing power, but to users with the highest matching degree, high interaction frequency, and high conversion probability.

When the list goes through genderAfter AI screening:

lMore accurate content

lPrivate chat communication is more efficient

lConversion path is smoother

lDelivery performance is more stable

This is why more and more overseas teams use gender screening as a standard step before launching.

Structural optimization becomes the key to long-term growth

Telegram marketing has shifted from “volume-driven” to “structure-driven”. Gender AI screening is only the first step in structural optimization. Only by combining activity identification and risk account filtering can a truly high-quality user pool be formed.

Digital Planet supports global market batch detection capabilities and is suitable for cross-border e-commerce, community operations, encryption project promotion and precise advertising scenarios.

If you are runningTelegram communities may conduct overseas traffic promotion, so it is recommended to do a gender AI screening test first. Contact customer service to apply for free sample testing so that your list can truly match your product instead of wasting budget on mismatched people.

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