News and Insights
Stay up to date with the latest insights, news, and thought leadership from Factua on marketing automation, AI, and data-driven strategies.
MarTech & Automation
LLM-Referred Traffic Converts 61% Better Than Paid Search — But You're Probably Killing It at the Landing Page
Paid search captures demand at the query. AI shapes the decision before the visitor reaches your site. Here’s how to convert that traffic.
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MarTech & Automation
AI Debt Is a Systems Design Problem — Not a Tool Problem
Marketing can produce more with AI, but every new capability creates work to govern, integrate, measure, and maintain. That’s where AI debt builds. The post The AI debt hidden in faster marketing appeared first on MarTech.
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MarTech & Automation
Stop Delegating Budget Decisions to AI by Default — Do This Instead
AI is moving deeper into media buying and budget allocation, helping marketers put more of their spending into what’s working. The post The next AI opportunity is deciding where to spend appeared first on MarTech.
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MarTech & Automation
ChatGPT Ads Are Live — But the Real Question Is What They Mean for Intent-Based Marketing Strategy
ChatGPT Ads work differently from other ad platforms. Here’s what early campaigns reveal about CPCs, targeting, measurement, and performance. The post A 7-step guide to running ads on ChatGPT appeared first on MarTech.
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MarTech & Automation
The Skills Gap AI Is Creating (And What Smart Marketing Teams Are Doing About It)
As AI takes on more execution, there is more need for marketers who bring judgment, strategy and the skills to direct the technology. The post Here are the marketing skills AI is making more valuable appeared first on MarTech.
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MarTech & Automation
ChatGPT Ads Just Got Serious: What OpenAI's Product Carousels and AppsFlyer Integration Mean for Performance Budgets
Product carousels and AppsFlyer attribution give ChatGPT more of what performance marketers need to move beyond experimental ad buys. The post OpenAI adds technology to compete for ad dollars appeared first on MarTech.
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MarTech & Automation
Your AI Marketing Stack Is Making You Fragile — Here's How to Fix It
The pursuit of measurable efficiency can leave brands vulnerable when competitors, platforms, or AI reshape customer discovery. The post The hidden fragility of performance marketing appeared first on MarTech.
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MarTech & Automation
The AI Agent Sequencing Framework Marketing Ops Teams Actually Need
In its 2024 State of AI survey, McKinsey reported that <strong>marketing and sales is the most common function for generative AI adoption</strong>, with reported use more than doubling from the year before.
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MarTech & Automation
Prompt Research Is the Demand Signal Your Keyword Tools Are Missing
Some topics look small in search but dominate AI conversations. Compare keyword and prompt demand to prioritize what to build.
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Data Analytics
Databricks CustomerLake: Does a Lakehouse-Native CDP End the Build-vs-Buy Debate?
Databricks CustomerLake is an agentic customer data platform (CDP) that runs inside the Databricks lakehouse, unifying customer profiles, identity resolution, audience building, and campaign activation on the data platform itself instead of in a separate CDP. It is in Private Preview and works through two agent families: Profile Agents for data unification and Campaign Agents for activation. This guide covers what CustomerLake is, how it works, where it fits in the CDP category’s evolution, and
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MarTech & Automation
Why Your Google Ads Campaign Looks Healthy While Your Pipeline Is Empty
The longer the sales cycle, the less lead volume tells you. Build a feedback loop that helps Google Ads optimize for qualified opportunities.
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MarTech & Automation
Your Paid Media ROI Isn't Leaking at the Ad — It's Leaking After the Click
New research found marketers invest in targeting, AI, and creative while neglecting the post-click experiences they say drive paid media ROI. The post Marketers know what improves paid media ROI, but underinvest in it appeared first on MarTech.
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MarTech & Automation
Your Branded Search Data Is Lying to You — Here's What to Measure Instead
Consumers aren't searching for your brand less. They're making decisions before they ever perform a branded search. The post Branded search is becoming a less reliable proxy for brand demand appeared first on MarTech.
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MarTech & Automation
Why the Words on Your Landing Page Decide Whether AI Recommends You
The language your customers use to search can shape your brand's AI visibility. Learn what new research reveals about category coding.
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Data Analytics
You Don't Need Perfect Data Infrastructure to Deploy AI — You Need One Good Problem
Many companies try to fix everything before using AI. Learn why starting with one important problem works better. The post Why AI-ready data infrastructure is so hard to build appeared first on MarTech.
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