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Market research

What Telegram advertising costs, and where it grows

Regional reports built from observed campaigns: category volumes, pricing bands, growth by country. Numbers come from what advertisers actually ran, not from rate cards.

Latest research

Regional research

Market reports grouped by country. Brazilian crypto ads, Turkish fintech, Iranian VPN, German prop-firm, French retail — each region has its own ad-spend dynamics.

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Editorial standards

Why researchers and journalists cite this blog

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.

How to cite a post

Suggested citation for academic papers, regulatory filings or news articles. CC-BY-4.0 only requires attribution; commercial use is allowed.

tgads.guru. (2026). Telegram Ads research [Blog].
Retrieved from https://tgads.guru/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

About this research blog

How often are new posts published?

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.

Who writes these posts?

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.

Can I contribute a guest post?

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.

What makes this different from generic crypto/adtech blogs?

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.

Is the data behind the posts public?

Yes. Every chart cites the API endpoint or /datasets entry that produced it. CC-BY-4.0 — download, re-run, publish derivative work.

Do you cover both Gram and EUR cabinets?

Both, plus the cashier vertical (Stars / XTR / Premium giveaways). Cabinets are tagged in every chart so readers can filter by billing rail.

How do I subscribe?

RSS at /blog/rss.xml, or follow @tgadsspybot on Telegram for new-post notifications. No email signup — we keep the surface area minimal.

Explore the full ad archive →Every creative is indexed, searchable, and API-accessible.Download open datasets →Monthly snapshots of ad creatives, niche distributions and advertiser index. CC-BY-4.0.

One dataset — many tools

Pick the tool for your job

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.