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Mini apps · Retail

Top Retail mini-apps on Telegram

Bots in the Retail niche running main-app mini-apps, ranked by approximate active users. Cross-link to all niches via the parent leaderboard.

← Mini apps (all niches)
#BotActive users
1@sheratonking_bonusstore_bot69,612
2@bag_na_missiibot35,644
3@tony_starsbot31,690
4@kazan365_bonus_bot26,774
5@buyns21,985
6@kitkat_promobot13,988
7@golda_for_men_bot11,975
8@optimus_primeshop_bot10,167
9@perehvat_store_bot2,899
10@aviedo_bot2,473
11@cosmotondelivery_bot1,898
12@rillstuffbot1,663
13@examputin_bot1,140
14@uquidbot850
15@webappzconnectbot554
16@promeeshobot535
17@majorkauc_bot108
18@xxxucshop_bot42
19@mysteryrainbot41
20@kup_skidki_bot39
21@premium_store_ap_bot36
22@voucher_notifier_bot11

FAQ

Which Retail Telegram mini-apps have the largest audience?

The top-ranked Retail Telegram mini-app currently tracked by Telegram Ads Spy is @sheratonking_bonusstore_bot with 69,612 active users. Top 3 by monthly active users: @sheratonking_bonusstore_bot, @bag_na_missiibot, @tony_starsbot. 22 total Retail mini-apps indexed in this niche. Ranking is by botActiveUsers (Telegram-reported MAU) with popularBotsRank as a secondary sort.

How does Telegram Ads Spy classify a Telegram mini-app into the Retail niche?

Bots with botHasMainApp=true and a non-null botNiche are eligible. The classifier runs the bot's public profile description, recent messages and category metadata through a regex-based niche detector — the same logic used for advertiser classification. Manual overrides for edge cases. See https://tgadsspy.com/info/niche for the full decision rules.

Can I access the Retail mini-apps leaderboard via API?

Yes — https://tgadsspy.com/api/v1/miniapps?niche=retail returns this leaderboard as JSON; https://tgadsspy.com/api/v1/miniapps.csv?niche=retail for flat CSV (10 columns: username, title, niche, mau, stars_level, popular_bots_rank, sponsored_enabled, avatar_url, last_enriched_at, profile_url). Researcher-friendly for academic mini-app ecosystem studies. CC-BY-4.0 license. X-Api-Key required for higher rate limits.

Research from the blog

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