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.
| # | Bot | Active users |
|---|---|---|
| 1 | @sheratonking_bonusstore_bot | 91,684 |
| 2 | @bag_na_missiibot | 35,644 |
| 3 | @tony_starsbot | 31,690 |
| 4 | @kazan365_bonus_bot | 26,015 |
| 5 | @buyns | 21,985 |
| 6 | @vpnsbot | 14,774 |
| 7 | @kitkat_promobot | 13,988 |
| 8 | @bolshoetvbot | 13,378 |
| 9 | @golda_for_men_bot | 11,975 |
| 10 | @optimus_primeshop_bot | 10,167 |
| 11 | @perehvat_store_bot | 2,899 |
| 12 | @aviedo_bot | 2,473 |
| 13 | @cosmotondelivery_bot | 1,890 |
| 14 | @rillstuffbot | 1,663 |
| 15 | @examputin_bot | 1,140 |
| 16 | @uquidbot | 850 |
| 17 | @webappzconnectbot | 554 |
| 18 | @promeeshobot | 535 |
| 19 | @teledrama_tgbot | 147 |
| 20 | @robingoodvpnbot | 141 |
| 21 | @majorkauc_bot | 108 |
| 22 | @xxxucshop_bot | 42 |
| 23 | @mysteryrainbot | 41 |
| 24 | @premium_store_ap_bot | 36 |
| 25 | @voucher_notifier_bot | 11 |
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 91,684 active users. Top 3 by monthly active users: @sheratonking_bonusstore_bot, @bag_na_missiibot, @tony_starsbot. 25 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.
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