Generative Engine Optimization: How B2B Brands Get Into AI’s Answers in 2027

Budget season is here. Most B2B marketing teams are building their 2027 plans right now, and the usual questions are on the table: how much for paid search, how much for content, should we increase the PR budget.

This year one more question belongs on that list, and a lot of plans will skip it: when a buyer asks an AI assistant who they should hire or buy from, does your company show up?

That question is what generative engine optimization (GEO) is about. And it’s no longer a fringe topic.

The buyer journey moved, and it moved quickly

For about 20 years, B2B research started on a search results page. That’s no longer a given.

In G2’s 2026 buyer research, released in April, 51% of B2B software buyers said they now start their research in an AI chatbot more often than on Google. That was up from 29% a year earlier. The findings go further than that:

• 71% of buyers rely on AI chatbots for software research.
• 69% chose a different vendor than they first planned because of what a chatbot told them.
• About one in three bought from a vendor they had never heard of before.

That last point should matter to every B2B marketer. AI assistants aren’t just answering questions. They’re building shortlists, and a vendor that isn’t on the shortlist doesn’t get the call.

Traditional search is changing as well. In a pre-registered field experiment published in August 2026, researchers from the University of Pennsylvania and Northeastern University found that Google’s AI Mode cut click-through to outside websites by 18.8 percentage points. Buyers are reading the answer and moving on, often without visiting any vendor’s website.

The takeaway isn’t that SEO is dead. (We covered that in our FAQ: SEO in the Age of AI.) It’s that ranking is no longer the finish line. Getting mentioned in the answer is.

What is generative engine optimization?

Generative engine optimization is the practice of making your brand visible, accurate, and recommended in answers from AI tools such as ChatGPT, Google AI Overviews and AI Mode, Perplexity, Gemini, Claude, and Copilot.

SEO asks how to rank for a keyword. GEO asks how to become a source the AI trusts, and a name it recommends.

The two overlap. A fast, well-structured, crawlable website still matters. But GEO rewards something SEO never measured directly: what other credible sources say about you.

The finding that changes the plan: AI reads earned media

If AI assistants built their answers mostly from company websites, GEO would just be SEO with a new name. The data says they don’t.

Muck Rack’s ongoing “What Is AI Reading?” study has analyzed more than a million AI citations. It found:

• 84% of AI citations come from earned media. That means coverage, analysis, reviews, and commentary a brand didn’t pay for or publish itself.
• Paid and advertorial content makes up just 0.3%.
• Journalism alone accounts for about 27% of cited sources. That share rises to nearly half when the question asks about recent information.
• Recency matters. Most journalism citations come from articles published in the past 12 months, and citations drop off sharply after about six months.

The numbers have held steady across every edition of the study since mid-2025.

For B2B leaders, this means the AI’s opinion of your company is mostly other people’s opinion of your company. Trade press coverage, analyst mentions, podcast appearances, bylined articles in industry outlets, customer reviews, and association reports all feed the answer. Your own website helps AI describe you accurately. Third-party credibility decides whether it recommends you.

That’s why at LiveEcho we’ve always treated PR, content, and SEO as one connected system instead of three separate line items. In 2027 that isn’t a nice-to-have. It’s how AI discovery works.

Five GEO moves to build into your 2027 plan

1. Audit your AI visibility before you set budgets

Open ChatGPT, Perplexity, Gemini, and Google’s AI Mode. Ask the questions your buyers actually ask:

• “Who are the best [your category] providers for [your industry]?”
• “What should I look for in a [your service] partner?”
• “Compare [your company] vs. [competitor].”

Write down whether you appear, what’s said about you, which competitors show up instead, and which sources the AI cites. That list of cited sources becomes your media target list.

2. Treat earned media as a steady input, not a one-time campaign

Because AI favors recent coverage, one big announcement a year won’t hold your place. Plan for a steady rhythm of earned visibility: trade publication features, expert commentary on industry news, bylined thought leadership, speaking slots, and data-driven stories reporters want to cover.

In logistics, healthcare, retail technology, home furnishings, and construction, the trade press has outsized influence here. These are exactly the specialized, authoritative sources AI tools look for on niche B2B questions.

3. Publish the answers, not just the pitch

AI tools pull from content that clearly answers specific questions. Build out:

• FAQ-style pages that answer real buyer questions directly and early.
• Comparison and “how to choose” content that’s honest about tradeoffs.
• Original data, such as a customer survey, benchmark, or industry index. Original research gets cited by journalists, and then by AI.

Write in plain, definitive language. A clear sentence like “X is…” is much easier for an AI to quote than three paragraphs of positioning.

4. Keep your facts consistent everywhere

AI assistants piece your story together from many sources. If your website, LinkedIn page, directory listings, review profiles, and press boilerplate describe you differently, you’ll get a muddled or outdated answer. Standardize your core description: who you serve, what you do, where you operate, and what sets you apart. Then keep it current everywhere.

5. Measure mentions as well as clicks

If AI answers the question without sending a click, traffic reports will undercount your influence. Add a few 2027 metrics:

• AI share of voice: how often you appear in AI answers for your priority questions, compared with competitors
• Citation sources: which outlets and pages AI uses when it talks about you
• Branded search and direct traffic: buyers who learned your name from an AI answer often come back later by searching for you directly
• “How did you hear about us?” Add “ChatGPT / AI assistant” as an option on your forms. The answers may surprise you.

What this doesn’t change

The fundamentals hold. AI hasn’t replaced relationships, demos, references, or a strong sales conversation. G2’s research found that buyers still close deals on demos and reviews. What’s changed is who makes it into the room. GEO is how you make sure your name is on the list before the first meeting is booked.

It also isn’t a reason to cut marketing. (Our six reasons not to cut your marketing budget still apply.) If anything, it’s a reason to invest where the leverage has moved: toward credibility that compounds across search, media, and AI at the same time.

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Ready to show up in 2027’s answers?

Buyers are asking AI who to trust. LiveEcho helps B2B brands earn that recommendation by combining public relations, content marketing, and SEO into one strategy built for how buyers research today.

Talk to LiveEcho about your 2027 plan →