AI Advertising: Definition, Formula and Benchmarks
AI advertising uses machine learning to automate ad creation, targeting, and optimization. Learn the definition, core formula, and 2026 benchmarks.
Kelly An16 min read
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Kelly An
Marketing
Marketing at Hellyeah. Writes about positioning, brand, and how automated systems earn trust.
Posts by Kelly An
Kelly An
Multi Touch Attribution: The Models, the Gaps, the Fix
Multi-touch attribution distributes credit across every touchpoint before conversion. For app teams, the challenge is that most touchpoints are now invisible. Here is what to do about it.
Kelly An13 min read
AI Agents vs Marketing Automation
Marketing automation runs rules you wrote. AI agents run toward goals you define. The difference determines how fast your team can grow and where the ceiling is.
Kelly An11 min read
Best Agentic Marketing Platforms in 2026
The best agentic marketing platforms that act on campaign goals rather than rules. Ranked by autonomy depth, real-world proof, and channel coverage.
Kelly An8 min read
What Is Agentic Marketing?
Agentic marketing uses autonomous AI agents that plan, execute, and optimize campaigns without human approval loops. Here is what it means in practice.
Kelly An10 min read
AI Marketing for B2B SaaS: Platforms and Strategies
AI marketing for B2B SaaS centers on trial-to-paid conversion and CAC payback. Eragon cut CAC payback by 28% and 2.4x'd activation. This guide covers the platforms and signal patterns that work for B2B SaaS lifecycle.
Kelly An10 min read
Marketing Automation Without Engineers
The difference between no-code workflow tools and autonomous marketing agents. Why Zapier, Make, and n8n still require human decisions at every step.
Kelly An9 min read
AI Personalization at Scale: How It Works
AI personalization at scale delivers individual-level messaging to millions of users simultaneously using event-driven agents, not segment rules. Here is how it works.
Kelly An11 min read
a65.ai Alternatives: 6 Tools With Proof They Work
Compare six a65.ai alternatives for paid growth, creative, PPC, and customer data workflows. See where Hellyeah AI fits for approval-led campaign execution.
Kelly An11 min read