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Field notes on paid media, AI marketing, and the systems we build to run them.

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Hellyeah hero image for AgencyAnalytics Alternatives for Media Teams

AgencyAnalytics Alternatives for Media Teams

AgencyAnalytics alternatives compared for paid media teams: Hellyeah, Whatagraph, DashThis, Reportei, Looker Studio, and Databox ranked by whether they help teams act on data or just report it.

Yulong He
8 min read
Hellyeah hero image for Best User Acquisition Agencies for App Growth

Best User Acquisition Agencies for App Growth

Best user acquisition agencies and platforms compared for app growth teams: Hellyeah, Bamboo, Liftoff, Yodel Mobile, and Digital Turbine evaluated on incentive alignment and execution speed.

Jay Ma
8 min read
Hellyeah hero image for Rockerbox Alternatives for Attribution and Growth

Rockerbox Alternatives for Attribution and Growth

Rockerbox alternatives compared for paid media teams: Hellyeah, Northbeam, Triple Whale, Measured, and Cometly ranked by whether attribution output actually improves campaign decisions.

Yulong He
8 min read
Hellyeah hero image for Best Paid Social Platforms for Growth Teams

Best Paid Social Platforms for Growth Teams

Best paid social advertising platforms compared for growth teams: Hellyeah, Meta Ads Manager, TikTok Ads Manager, Smartly.io, and Madgicx evaluated on signal quality and execution speed, not just channel access.

Jay Ma
8 min read
Hellyeah hero image for Best PPC Management Software for Growth Teams

Best PPC Management Software for Growth Teams

PPC management software ranked by decision speed in 2026: Hellyeah, Optmyzr, Adalysis, Skai, WordStream and Google Ads Editor with a cost breakdown at $50K/month.

Jay Ma
11 min read
Hellyeah deterministic versus probabilistic attribution cover with split signal paths

Deterministic vs Probabilistic Attribution

Deterministic vs probabilistic attribution explained: when to trust each signal, how privacy changes reduced deterministic coverage, and how Hellyeah's X-Ray connects measurement to budget action.

Jay Ma
14 min read
Hellyeah fractional CMO versus AI agency cover comparing office strategy and AI command center

Fractional CMO vs AI Agency

Fractional CMO vs AI agency: what each actually covers, when a company needs leadership vs. execution, and why Hellyeah belongs in neither category.

Jay Ma
11 min read
Hellyeah PPC management pricing cover with paid media analytics dashboard and cost chart

PPC Management Pricing

PPC management pricing explained: retainer vs percentage-of-spend vs platform fee, with a simple effective-rate calculator and how Hellyeah's 5% model compares.

Jay Ma
16 min read
AI marketing agency contract hero image

AI Marketing Agency Contract

How to evaluate AI marketing agency contracts: ownership, reporting, scope, fees and clauses that protect paid media performance.

Jay Ma
9 min read
Best paid media partner for Shopify brands hero image

Best Paid Media Partner for Shopify Brands

How Shopify brands should choose a paid media partner: storefront-signal speed, product-feed fluency, margin scoring and when a platform model beats an agency retainer.

Jay Ma
10 min read
Databox alternatives hero image

Databox Alternatives

Databox alternatives for teams that need paid media decisions tied to ownership, measurement, creative testing and budget action.

Jay Ma
9 min read

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