29 Nov 2025, 14:41 UTC≈70,400 views920 reactionsread 7 August 2026 Photo
Privacy Sandbox Ready — what it means for media buying
As the ecosystem moves away from third-party cookies, brands must adapt early to Privacy Sandbox tools — PA, Topics, and ARA — and understand where attribution may weaken.
PA (Protected Audience API)
Replaces cookie-based remarketing. Expect softer performance on narrow segments and repeat conversions. Strengthen first-party data, improve CRM segmentation, and …
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28 Nov 2025, 12:10 UTC≈73,800 views848 reactionsread 7 August 2026 Photo
Auto-Landing Builder — how faster landing-page production speeds up campaign learning
In performance marketing, time = money. While one team waits for manual layout updates for a new offer, another is already testing hypotheses and collecting data. That’s exactly why we introduced the Auto-Landing Builder — a component-based landing page constructor that allows you to launch dozens of variations without involving de…
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27 Nov 2025, 12:00 UTC≈104,000 views1,053 reactionsread 7 August 2026 Photo
CTV/OTT Performance: How to Enter Connected TV Without Losing Performance Control
Connected TV has shifted from an awareness tool to a performance channel that fits naturally into the funnel — without increasing CPA.
1. Smarter Attribution
Modern models link big-screen impressions to actions across devices. Cross-device journeys show the full path from exposure to conversion.
2. Cross-Device Bridges
The key challe…
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26 Nov 2025, 09:53 UTC≈79,000 views1,176 reactionsread 7 August 2026 Photo
End-to-End Fraud Guard is a multi-layer protection system operating at every funnel stage — from click to payment. It doesn’t just “catch” fraud; it prevents it before it impacts the budget or distorts data.
At the click level, the system tracks abnormal patterns, flags suspicious sources, and filters traffic that doesn’t match real user behavior.
At the install stage, it analyzes install flow dynamics, detects repe…
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25 Nov 2025, 13:17 UTC≈87,200 views808 reactionsread 7 August 2026 Photo
No Magic Bids
Algorithms aren’t magic — they follow exactly what you teach them. tCPA and tROAS work only when they receive clean goals and clear signals.
If you feed them noise, scattered events, or overly tight limits, the strategy starts buying expensive inventory just to find any conversion. Result: higher costs, lower volume, and the impression that “the algorithm doesn’t work.”
What actually helps:
• Clean g…
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24 Nov 2025, 09:28 UTC≈106,000 views1,172 reactionsread 7 August 2026 Photo
First-Party Data Hub: The Foundation of Resilient Marketing
When data from CRM, email subscriptions, purchases, and product events is collected into a single layer, a brand gains a unique source of truth. This hub enables precise targeting, deeper user behavior insights, and faster identification of growth opportunities.
Inside the hub, each record goes through key processes: identifier matching, normalization, and…
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23 Nov 2025, 12:35 UTC≈90,900 views775 reactionsread 7 August 2026 Photo
Incrementality, Not Myths
Reports can look strong, but what did the campaign really deliver? Correlation misleads. Incrementality shows the revenue that appears only because of advertising.
Examples
1. Geolift
Run ads in Almaty, keep Astana ad-free. Compare sales. The extra lift in Almaty is the true effect.
2. Holdout groups
Exclude 10% from ads, show the campaign to the rest. The conversion gap shows ad impact.…
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22 Nov 2025, 12:24 UTC≈103,000 views791 reactionsread 7 August 2026 Photo
Smart Frequency Caps: when ad frequency works for performance
Many brands still use one “average” frequency-cap — causing predictable issues: some users burn out, others barely see the offer.
Dynamic frequency-caps fix this by tailoring ad pressure to LTV segments and funnel stages.
• High LTV — slightly higher frequency: these users stay longer and respond better to message sequences.
• Mid/low LTV — careful, lim…
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21 Nov 2025, 16:35 UTC≈102,000 views989 reactionsread 7 August 2026 Photo
UGC Hypothesis Lab — when content isn’t made for beauty, but for growth
UGC is no longer just “a casual creator-style video.” Today, it’s a fast and inexpensive way to run hypothesis tests without draining budgets on high-end production.
The key isn’t asking creators to “make it look nice.”
The key is giving briefs built around testing:
• First seconds. Test different hooks: a question, a pain point, a result, a p…
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20 Nov 2025, 11:44 UTC≈65,300 views1,071 reactionsread 7 August 2026 Photo
Delay Tax: the Invisible Cost That Burns Your Margin Every Day Without a New Creative
In performance marketing, delaying the launch of fresh creatives costs more than it seems. Every day an “exhausted” ad keeps running, it reduces your margin — even if the metrics still look acceptable. This is the Delay Tax: the financial cost of creative delay.
Delay Tax Formula (per day):
DT = (CR₀ – CRₜ) × CPL × V
where:
CR₀ — …
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17 Nov 2025, 12:18 UTC≈130,000 views1,072 reactionsread 7 August 2026 Photo
Cohort-Based Budgeting: When Budgets Follow Customer Value
Traditional media buying allocates budgets by platform: some to Meta, some to Google, a bit to TikTok. But this approach loses to those who look deeper—at customer value.
Cohort-Based Budgeting shifts focus from channels to cohorts formed by real LTV: where customers come from, how long they stay, how much they bring, and how they behave.
The question chan…
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16 Nov 2025, 10:06 UTC≈108,000 views1,008 reactionsread 7 August 2026 Photo
No-AB? Optimize Anyway
Sometimes traffic is so low that running a classic A/B test is simply impossible. But that’s no reason to skip optimization — in fact, this is when it’s especially important to squeeze the most out of every visitor and every dollar.
1. Sequential testing
Instead of waiting for a large amount of data, metrics are checked as the results come in. If the hypothesis shows a strong effect, you can …
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Showing the 12 most recent of 20 posts we hold for @redfordpro. View and reaction counts are the latest single reading for each post, not a live figure, and a recent post is still accumulating both. A view count marked ≈ was rounded by Telegram before we ever saw it — t.me prints views in full below 1,000 and to three significant figures above, so ≈1,200,000 means somewhere between 1,150,000 and 1,249,999. Unmarked counts are exact. Text is reproduced from the public post preview and truncated for length.
