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Niche (Telegram Ads Spy taxonomy)

The granular taxonomy layer in tgadsspy. Each indexed creative is classified into one of ~30 niche slugs by a keyword + regex classifier (e.g. crypto, casino, prop-firm, dating, vpn, bots, podcasts, mini-apps-productivity). Niche is the primary filter for /api/v1/ads?niche=<slug> and per-niche pages at /niches/<slug>. For coarser browsing — see Category. The classifier rules live in lib/niche.ts; new rules propagate to historical creatives via the reclassify-creatives cron every 30 minutes.

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Telegram Ads Spy (2026). "Niche (Telegram Ads Spy taxonomy)" in Telegram Ads glossary. https://tgadsspy.com/info/niche

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