HubSpot(HUBS)

Learning how to optimize your website for AI search is one of the hottest skills for marketers right now, because the audience for these tools is growing fast. Monthly unique visitors to the major answer engines climbed from 634 million in Q1 2025 to 904 million in Q1 2026, up more than 40% in a year, according to Wix Studio .

How much does AEO cost? The short answer is roughly $30 a month for a monitoring tool you run yourself to over $15,000 a month for a full-service agency program that handles everything for you — with a wide middle in between.

Over the past few months, I noticed a pattern while researching for clients. When I searched Perplexity for B2B reports or insights that I could cite for a project, the source list would look like this: Gartner, McKinsey, peer-reviewed paper, then … John Smith on LinkedIn?

Answer engine optimization is disrupting search as we know it. What once was predictable — add a keyword, focus on high-quality backlinks, increase your domain rating — has become a new game that doesn’t play by the same rules.

For years, we ran data studies at Semrush the way most similar companies did: whenever someone had a good idea and whenever there was time to spare. Mostly, though, our efforts were limited to one or two major reports a year.

If you’ve been tracking your brand’s presence in AI-generated answers, you’ve probably noticed something confusing: your brand name sho ws up all the time, but that traffic isn’t materializing. The reason is usually the gap between an AEO mention and an AEO citation, and if you’re measuring the wrong one, you’re missing most of the picture.

Adobe Marketo Engage has long been the go-to for enterprise demand generation teams. But over the past few years, a growing number of marketing operations leaders have started asking a harder question: Is Marketo actually the best tool for us, or are there Marketo alternatives we should be aware of?

Peec AI alternatives are AI visibility platforms that go beyond monitoring to help marketing teams close citation gaps, connect AI search data to CRM attribution, and run programs across multiple regions and content workflows.

Tech stack consolidation is the process of reducing the software tools your organization runs and standardizing work on a smaller, more integrated set of systems.

AEO audit tools have become essential for any team that needs to know whether answer engines are citing their brand, and whether those citations are accurate. While traditional SEO audits track rankings and crawl health, AEO audit tools measure answer engine visibility across the platforms where buyers now get direct recommendations. For SEO managers, content strategists, and growth marketers, this is the new measurement layer most teams don’t have in place yet.

CRM buying decisions go sideways in a predictable way. Sales wants pipeline automation, IT wants an on-premise option, marketing wants native email, and finance wants to know why there’s a $200K line item with no defined ROI. By the time procurement gets involved, you’ve got four vendors, three opinions, and zero consensus.