adsguru.me · Research
Market reports by country, niche deep-dives, methodology papers and weekly digests. All backed by live data. CC-BY-4.0.
Claude, ChatGPT, Grok, DeepSeek for chat — NanoBanana for images, Kling for video. Why G.Media runs one Telegram bot per model instead of one mega-bot, and how to pick the right guide for a task.
Why every Telegram automation starts with a numeric id, how usernames differ from user-ids, and how the G.Media ID toolkit (@idbot personal account + @id_bot) splits the lookup job in 2026.
Two unglamorous jobs eat a Telegram operator's day — shipping polished posts and triaging inbound. A look at the tooling pattern through G.Media's own stack: Postbot for publishing, an AI front office for the founder's DMs.
How Amazon Music runs sponsored Telegram campaigns in 2026 — creative formats, regional strategy, and what the tgadsspy archive reveals about this music streaming service.
How Apple Music runs sponsored Telegram campaigns in 2026 — creative formats, regional strategy, and what the tgadsspy archive reveals about this music streaming service.
How Avast runs sponsored Telegram campaigns in 2026 — creative formats, regional strategy, and what the tgadsspy archive reveals about this cybersecurity brand.
How Babbel runs sponsored Telegram campaigns in 2026 — creative formats, regional strategy, and what the tgadsspy archive reveals about this language-learning platform.
How BetterHelp runs sponsored Telegram campaigns in 2026 — creative formats, regional strategy, and what the tgadsspy archive reveals about this health and wellness app.
How Bitdefender runs sponsored Telegram campaigns in 2026 — creative formats, regional strategy, and what the tgadsspy archive reveals about this cybersecurity brand.
Editorial standards
Every article here is backed by the same live archive that powers tgadsspy.com — no anonymous opinions, no aggregator scraping. Below is how each post is built and what makes it citable.
Data-anchored claims
Every numeric claim links to a date-stamped permalink in the public archive. Readers can verify the dataset, re-run the query and reach the same number.
CC-BY-4.0 reuse rights
All posts and underlying datasets are CC-BY-4.0. Quote, screenshot, translate, build derivative work — only attribution is required. No paywall, no embargo.
Versioned and dated
Posts carry both publication and last-updated timestamps. When the underlying market shifts (CPM moves, new cabinet launches, region opens), affected reports are updated and the change-log is preserved.
Cross-checked methodology
Detection pipeline, niche classifier and geo tagging are open — see /about and adsguru.org. Reviewers can audit how a number was produced before they cite it.
Suggested citation for academic papers, regulatory filings or news articles. CC-BY-4.0 only requires attribution; commercial use is allowed.
adsguru.me. (2026). Telegram Ads research [Blog]. Retrieved from https://adsguru.me/blog. Licensed under CC-BY-4.0.
For single-post citations use the post permalink + access date. For aggregate-data claims, link to the underlying /api/v1/* endpoint or /datasets entry.
Frequently asked questions
2 long-form reports per week on average. Regional deep-dives (a single country market) ship monthly; methodology papers ship quarterly. Subscribe via RSS or follow the @tgadsspybot Telegram channel.
A mix of in-house analysts and invited contributors (researchers, journalists, advertisers with first-hand campaign data). All posts are reviewed against the underlying archive before publication.
Yes. Reach out via Telegram @dumov with a topic outline. We pair guest contributors with archive access and an in-house reviewer. Guest posts run under the same CC-BY-4.0 license.
Every claim is backed by a query against the live Telegram Ads Spy archive. No "industry sources said" hand-waving — if we report Turkish dating advertisers grew 40% in March, the URL of the underlying creative count is in the post.
Yes. Every chart cites the API endpoint or /datasets entry that produced it. CC-BY-4.0 — download, re-run, publish derivative work.
Both, plus the cashier vertical (Stars / XTR / Premium giveaways). Cabinets are tagged in every chart so readers can filter by billing rail.
RSS at /blog/rss.xml, or follow @tgadsspybot on Telegram for new-post notifications. No email signup — we keep the surface area minimal.
One dataset — many tools
Each domain is built around a specific job: finding a single creative, tracking launches live, building a market deck, or piping data into your BI. Same database, tailored UI per role.
Flagship search across the whole Telegram Ads database — filters by niche, country, advertiser, payment rail.
Best for: deep competitive research; scouting working offers and funnels for your own campaigns.
tgadsspy.comEvery ad ever served on Telegram Ads, browsable by day, with a permanent URL per creative.
Best for: finding an ad you saw yesterday; checking what competitors ran a week or a month ago.
telegramadsarchive.comPublic market reports: niche trends, advertiser growth, splits by country and payment rail.
Best for: spotting where demand is growing; building a Telegram Ads market deck for your team or investor.
telegramadsanalytics.comSubscribe to keywords, channels or advertisers — the bot pings you the moment a match appears.
Best for: being first to know a competitor launches; never missing an ad targeting your keyword.
tgads.observerTop-of-funnel explainer for the whole Telegram Ads ecosystem — archive, agency and API in one place.
Best for: first-time visitors learning what Telegram Ads is; comparing the three official cabinets at a glance.
tgads.net