adsguru.me · Research
Market reports by country, niche deep-dives, methodology papers and weekly digests. All backed by live data. CC-BY-4.0.
A head-to-head of how 1inch and Compound advertise on Telegram — best-price swap routing versus safety-first lending, their creative and targeting differences, and what the Telegram Ads Spy archive reveals about each.
A head-to-head of how 1inch and Curve advertise on Telegram — best-price swap routing versus stablecoin liquidity depth, their creative and targeting differences, and what the Telegram Ads Spy archive reveals about each.
A head-to-head of how 1inch and Ethena advertise on Telegram — best-price swap routing versus high-yield synthetic-dollar exposure, their creative and targeting differences, and what the Telegram Ads Spy archive reveals about each.
A head-to-head of how 1inch and ether.fi advertise on Telegram — best-price swap routing versus restaking yield plus rewards, their creative and targeting differences, and what the Telegram Ads Spy archive reveals about each.
A head-to-head of how 1inch and Frax advertise on Telegram — best-price swap routing versus an integrated stablecoin/DeFi stack, their creative and targeting differences, and what the Telegram Ads Spy archive reveals about each.
A head-to-head of how 1inch and MakerDAO advertise on Telegram — best-price swap routing versus the DAI stablecoin and savings rate, their creative and targeting differences, and what the Telegram Ads Spy archive reveals about each.
A head-to-head of how 1xBet and Betano advertise on Telegram — reach and bonus aggressiveness versus brand and regulated-market focus, their creative and targeting differences, and what the Telegram Ads Spy archive reveals about each.
A head-to-head of how 1xBet and Betway advertise on Telegram — reach and bonus aggressiveness versus regulated-market brand and sponsorships, their creative and targeting differences, and what the Telegram Ads Spy archive reveals about each.
A head-to-head of how 1xBet and Melbet advertise on Telegram — reach and bonus aggressiveness versus bonus-led offshore acquisition, their creative and targeting differences, and what the Telegram Ads Spy archive reveals about each.
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