February 2026

Profound vs Scrunch AI for AEO: Which tool delivers better ROI?

As businesses adjust to the new AEO landscape, marketers are seeing increasing convergence with marketing automation—HubSpot’s recent acquisition of Xfunnel signals this shift, bringing AI search optimization directly into the CRM ecosystem where attribution and revenue tracking happen. As businesses adjust to the new AEO landscape, marketers are seeing increasing convergence with marketing automation—HubSpot’s recent

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8 generative engine optimization best practices your strategy needs

Despite what the headlines would have you believe, artificial intelligence (AI) isn’t new. The term and early technology date back to the 1950s, but generative AI (which emerged in the 2010s) is undeniably new terrain. Despite what the headlines would have you believe, artificial intelligence (AI) isn’t new. The term and early technology date back

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Generative engine optimization for small business: How to win with a small budget in 2026

In a past work life, I stole search rank positions #1 and zero and even featured snippets from much larger companies, including HubSpot. That’s why I firmly believe bootstrapped small-to-medium-sized businesses (SMB) can compete with big-budget corporations. Strategies like SEO, social media, and generative engine optimization for small business make it possible. In a past

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24 generative engine optimization statistics marketing leaders should know

I never thought I‘d see the day when “Googling” something and sifting through links would become passé. But, like many marketers over the last year, I’m seeing a massive shift in how people find brands, products, and answers online. I never thought I‘d see the day when “Googling” something and sifting through links would become

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What is an attribution window in marketing? What marketers need to know

An attribution window is the defined time period when a marketing touchpoint — such as an ad click, email open, or page view — can be credited for a conversion. Window length directly affects how conversions are counted, how channels perform, and how budget decisions are made. Platforms use different defaults, and these differences often

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Marketing operations tech stack audit: A proven checklist for operations teams

Marketing tech stacks often expand fast, leading to sprawl. The result is low tool usage. Gartner estimates that only 49% of marketing technology tools are actively used by teams. A marketing operations tech stack audit brings structure back to teams with bloated software. Marketing tech stacks often expand fast, leading to sprawl. The result is

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AI engine optimization audit: How to audit your content for AI search engines

An AI engine optimization audit evaluates brand visibility, accuracy, and citations in AI-powered search engines. It highlights how a brand appears across ChatGPT, Gemini, Perplexity, and Bing Copilot, and identifies gaps in the facts, descriptions, and links these systems rely on. In contrast, a traditional SEO audit focuses on website rankings and technical health in

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Answer engine optimization vs. traditional SEO: What marketers need to know

Understanding answer engine optimization (AEO) vs. traditional SEO has become mission-critical for content managers and marketing leaders as search shifts toward AI-generated responses, voice results, and zero-click experiences. While page ranking on Google is still important (for now), success increasingly depends on whether a brand stays visible when an AI system summarizes an answer. Understanding

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