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 | @tony_starsbot | 91,975 |
| 2 | @sp_yandex_bot | 62,931 |
| 3 | @rabieappbot | 57,330 |
| 4 | @nareknexus_bot | 38,055 |
| 5 | @tanukifam_bot | 28,794 |
| 6 | @buyns | 24,491 |
| 7 | @bunchmskbot | 19,659 |
| 8 | @buynstars_bot | 18,246 |
| 9 | @bolshoetvbot | 16,019 |
| 10 | @bubsshop_bot | 15,359 |
| 11 | @bellissimo_bot | 14,269 |
| 12 | @BogdanPubg_Bot | 11,519 |
| 13 | @bogdanpubg_bot | 11,519 |
| 14 | @zarina_assistant_bot | 10,567 |
| 15 | @shopv2bot | 10,084 |
| 16 | @giftwiki_bot | 3,703 |
| 17 | @inv1siblex_bot | 3,635 |
| 18 | @chegirmalarr_bot | 3,030 |
| 19 | @optimus_primeshop_bot | 2,530 |
| 20 | @elephantstorebot | 2,054 |
| 21 | @spiketelegram_bot | 1,827 |
| 22 | @uquidbot | 1,670 |
| 23 | @resale | 1,643 |
| 24 | @tg_adminhub_bot | 1,162 |
| 25 | @justsell | 1,053 |
| 26 | @chilloutplanetbot | 389 |
| 27 | @majorkauc_bot | 122 |
| 28 | @kup_skidki_bot | 95 |
| 29 | @teledrama_tgbot | 13 |
| 30 | @voucher_notifier_bot | 11 |
| 31 | @kodoved_bot | 2 |
FAQ
Which Retail Telegram mini-apps have the largest audience?
The top-ranked Retail Telegram mini-app currently tracked by Telegram Ads Spy is @tony_starsbot with 91,975 active users. Top 3 by monthly active users: @tony_starsbot, @sp_yandex_bot, @rabieappbot. 31 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
All →- 2026-04-24
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