Explainers, how-it-works guides, network-vs-network comparisons, pricing benchmarks, and per-network spy playbooks for Taboola, Outbrain/Teads, MGID, Revcontent, Yahoo, MediaGo and MSN.
MGID and Revcontent are where smart media buyers diversify after Taboola and Outbrain, and here is how to spy on both properly using real captured longevity, geo, and advertiser data.
The Teads merger killed off Outbrain's per-creative competitive data, so here is how to capture live Outbrain/Teads ads from publisher pages instead: find rivals' creatives, trace each click to its landing page, and read longevity instead of fake spend numbers.
Taboola has no public ad library, so here's how to reconstruct one: filter live captures by network, vertical and geo, rank advertisers by volume and days live, then pull the full creative and the click-to-landing trace.
Taboola, Teads (Outbrain), MGID, and Revcontent each reward different ecommerce categories and margins, and our June 2026 capture data shows exactly where your product type actually has demand before you spend a dollar.
Published CPC ranges for Taboola, Teads, MGID, and Revcontent only tell half the story; here is how to read live advertiser density and longevity to know what a click is really worth before you fund a test.
A practitioner's breakdown of what native advertising really costs in 2026: minimum deposits, CPC ranges and the test budgets that actually decide whether you win, grounded in live ad data from Taboola, Teads, MGID and Revcontent.
MGID lets you test from $100; Taboola realistically needs ~$300/day to clear its learning phase, and our capture index shows Taboola running three times the creatives MGID does.
Taboola is the scale incumbent and Revcontent the lower-floor challenger; we compare reach, entry cost, and the real advertiser mix on each using ads captured live (157,727 Taboola creatives vs 11,478 on Revcontent in our June 2026 index).
A data-led comparison of MGID and Revcontent using the real advertiser mix, vertical breakdown, and ad longevity we've captured from each network's live creatives.
Outbrain bought Teads and the parent now trades as Teads, so here is how to compare the two networks using live ad data instead of vendor claims.
A media buyer's honest comparison of native ads and Facebook ads for DTC in 2026, covering CPC, iOS signal loss, creative, and intent, backed by the live native volume OpenAdLibrary tracks across Taboola, Outbrain, MGID, and Revcontent.
Yahoo Gemini was retired in 2023, and Yahoo native didn't die with it: demand moved to the Yahoo DSP and the supply is now run exclusively by Taboola, so here's the timeline and how to spy on live Yahoo creatives today.
Outbrain bought Teads, then took its name and Nasdaq ticker, and our live capture data shows the Outbrain engine still serves nearly all the volume.
Thirty real native ads captured live off Taboola, Outbrain and MGID in June 2026, each labeled with the actual advertiser, the network, and how long it has been running.
Yahoo Gemini is gone, but "Yahoo native" still trips up buyers: here is who really serves the ads in 2026, how to buy them, where MSN fits, and how to study live creatives.
Outbrain bought Teads in 2025 and rebranded the combined company as Teads; here is what the merged native, video, and CTV platform actually looks like, and how to study live inventory before you spend.
Revcontent serves native ads through publisher widgets you bid on one by one, and here is how its delivery, site-level targeting, CPC bidding and optimization levers actually work, with real captured ads.
A media buyer's walkthrough of MGID's native formats, contextual targeting and low entry CPCs, backed by the real creatives and tracker stacks we capture on live MGID placements.
Outbrain is now Teads on paper, but the native engine underneath is the same auction, and here is how its bidding, formats, pricing, and live creatives actually work for advertisers in 2026.
A working media buyer's breakdown of how Taboola native ads actually run in 2026: the auction, the widget, CPC pricing, and the tracker chain behind every click, shown with live creatives we captured instead of vendor mockups.
We ranked the major native ad networks by the only metric that predicts where your money goes: how many live ads each one is actually running right now, pulled straight from OpenAdLibrary's index of 589,000+ captured creatives.
A practitioner's guide to native advertising in 2026: the formats, the networks, how the auction really works, and how to read winning ads straight off the live market.
