Your buyers are getting answers from AI. Make sure those answers include you.
B2B buyers are researching on ChatGPT, Perplexity and Google AI before they ever visit your website. Elevation helps complex B2B brands get cited, referenced and recommended in the AI answers that shape shortlists and drive pipeline.
The Shift Every B2B Marketer Needs to Understand.
Search has fundamentally changed. A VP of Engineering researching data platforms no longer browses 10 blue links. They ask ChatGPT, get a synthesized answer with a recommended shortlist, and move on. If your brand isn’t in that answer, you were never in the consideration set.
This is the reality of AI-driven search in 2026. Nearly half of B2B buyers now use AI tools to research solutions before contacting a vendor. AI chatbot traffic grew over 80% year-over-year from 2024 to 2025. And with 60% of searches now resulting in zero clicks, your content needs to earn citations in AI-generated answers, not just rankings on a results page.
AEO and GEO are how you get there.
Buyers no longer click through as often. Instead, they get answers directly from AI engines like Google’s SGE, Bing Copilot, and from AI assistants like ChatGPT. To stay visible, your content has to be structured, credible and ready to be cited in AI summaries and generative results. That’s what our Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) services deliver.
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What AEO and GEO Mean, and Why B2B Brands Can’t Ignore Them
- Answer Engine Optimization (AEO) is the practice of structuring your content so AI-powered platforms can extract it as a direct, authoritative answer. It covers featured snippets, People Also Ask results, voice interfaces and the passage-level retrieval that powers Google's AI Overviews.
- Generative Engine Optimization (GEO) goes further, ensuring your brand is recognized, cited and recommended across conversational AI platforms, including ChatGPT, Perplexity, Gemini and Microsoft Copilot. Where AEO is about being extractable, GEO is about being trustworthy enough to recommend. Together, they are the next layer of B2B search strategy, built on your SEO foundation and extending your visibility into the platforms where complex buying decisions increasingly begin.
- For B2B specifically, the stakes are unusually high. B2B buying cycles are long, involve multiple stakeholders and depend heavily on research. That research used to happen on Google. It's increasingly happening in AI. A director of operations, a procurement lead and a CTO at the same company might each be asking AI different questions about the same category and forming their own impressions of which vendors are credible before a single sales call takes place.
If your brand isn’t present in those answers, you’re not losing to a competitor in search results. You’re being left out of the conversation entirely.
There’s also a compounding dynamic that matters in long sales cycles. AEO and GEO build authority over time. The brands that establish a strong AI-citation presence now will be the default recommendations by the time AI-assisted research becomes the standard for every B2B buyer. That window is open today, and it won’t stay open long.
The Elevation Approach
We bring a B2B-only lens to AEO/GEO. That means we understand buying committees, long sales cycles, technical subject matter, and how a single buyer prompt at the top of the funnel can shape the entire vendor consideration set. Our process is built around that reality.
AI Visibility Audit
Every engagement begins here. We map your current citation presence across ChatGPT, Perplexity, Gemini and Google AI Overviews, benchmark you against your key competitors, identify your entity representation across knowledge graphs and third-party sources, and surface the prompt gaps—the questions your buyers are asking AI platforms where you should be present but aren’t. You get a clear, prioritized picture of where you stand and what to do about it.
Prompt-Gap Analysis and Content Strategy
We reverse-engineer the queries B2B buyers are using at each stage of the purchase journey and map them to content gaps in your current program. This is distinct from keyword research. The prompts used in ChatGPT or Perplexity during vendor evaluation are different from Google search queries, and your content strategy needs to reflect that. We build a content roadmap designed to win the questions that matter most to your buyers and to your pipeline.
Content Restructuring for AI Citation
We audit and reformat existing content to make it retrievable and citable by AI platforms. This includes adding answer-first summaries, FAQ sections structured around real buyer questions, comparison tables, schema markup and passage-level optimization—the way generative engines retrieve and surface content. We also produce net-new content built specifically to earn citations across AI platforms and traditional search simultaneously.
Entity Optimization
AI platforms need a clean, consistent, authoritative picture of who your brand is, what it does and who it serves. We establish and maintain that picture across knowledge graphs, Wikidata, Wikipedia, author markup and third-party source consistency. Entity clarity is foundational to AI citation and often the most overlooked layer of AEO/GEO work.
Off-Site Citation Building
Being cited by AI isn’t just about your owned content. AI platforms draw on Reddit, LinkedIn, industry publications, analyst coverage, G2, review platforms and other authoritative third-party sources. We build a systematic off-site presence across these channels, the ones AI engines reference when forming recommendations, so your brand shows up wherever the conversation is happening.
AI Visibility Monitoring and Reporting
We track your citation frequency, AI share of voice and prompt coverage across the platforms that matter on an ongoing basis. You’ll see exactly where you’re showing up, where competitors are getting cited instead, and how AI-driven visibility is influencing the pipeline. We translate these metrics into business language so you can report on them internally and make decisions based on them.
ABM-Integrated GEO
For clients with account-based programs, we connect the AI visibility strategy to named-account targeting. A buying committee member at a target account asking ChatGPT to compare vendors in your category is still a member of a buying committee. We map content to the specific queries and pain points of each buying role, so your brand is present at every stage of AI-assisted research for the accounts that matter most
Why AEO/GEO Works Differently in B2B
Most AEO/GEO frameworks were built with B2C or SaaS in mind. B2B is different in ways that matter. Buying committees, not individual buyers. Multiple stakeholders at the same account are asking AI different questions from different perspectives. A technical evaluator is asking something different than a procurement lead or a C-suite sponsor. Your content needs to answer all of them.
Long sales cycles with extended research phases. AI-assisted research happens long before a vendor conversation. The brands that show up consistently during that phase have a structural advantage by the time sales engagement begins. Complex, technical subject matter. AI platforms favor clear, authoritative, well-structured content. In complex B2B categories, brands that clearly explain their category earn citations. We help you become that brand.
What You Can Expect
Be found where your buyers are looking
Your brand appears in the AI-generated answers, summaries and recommendations that B2B buyers consult before they ever reach your website.
Know exactly where you stand
You’ll have ongoing visibility into your citation share across AI platforms, with competitor benchmarking and trend data to guide ongoing strategy.
Build authority that compounds
Entity signals, topical depth and citation presence build on each other over time. AEO/GEO done right creates durable visibility that strengthens as AI search grows.
Connect visibility to the pipeline
We track AI-influenced traffic, branded search lift and downstream pipeline impact, so visibility isn’t just a soft metric—it’s tied to outcomes your leadership cares about.
Frequently Asked Questions (FAQs)
What’s the difference between AEO and GEO?
AEO focuses on making your content extractable as direct answers in search and voice interfaces, including featured snippets and AI Overviews. GEO is broader, ensuring your brand is cited and recommended across conversational AI platforms like ChatGPT, Perplexity and Gemini. The tactics overlap significantly, and we treat them as a unified program.
How is this different from SEO?
SEO is the foundation. AEO and GEO build on it for AI environments where the goal isn't a ranking on a results page but being the source a generative engine cites when a buyer asks a question. You still need SEO. AEO/GEO extends its reach into where B2B research is increasingly happening.
How do you measure success if fewer users click through?
We track citation frequency across AI platforms, AI share of voice versus competitors, branded search growth, AI-referred traffic and downstream pipeline influence. We've built a reporting framework specifically for the zero-click environment, so you have meaningful numbers to work with, not just anecdotal visibility.
How long before we see results?
The AI Visibility Audit gives you a clear baseline and priority roadmap within the first few weeks. Meaningful citation improvements typically appear within 60 to 90 days of implementation, and the work compounds over time as authority builds.
Do we need to replace our current content strategy?
No. We work with what you have, restructuring existing content for AI citation while filling the gaps your prompt-gap analysis reveals. In most cases, clients are surprised by how much of their existing content can be optimized rather than replaced.
Is this only relevant for certain industries?
If your buyers research solutions before talking to sales—and in B2B, they almost always do—AEO/GEO is relevant. It is of especially high value in categories with complex purchasing decisions, multiple stakeholders and long evaluation cycles, which describes most of the industries we serve.
What makes Elevation different from other agencies offering AEO/GEO?
We are a B2B-only agency. That means our approach is built from the ground up around buying committees, complex sales cycles and technical subject matter. We don't adapt a B2C or SaaS framework to your situation. We also integrate AEO/GEO with ABM, content, SEO and PR as part of a connected program rather than treating it as a standalone tactic.
How do I get my B2B company to show up in ChatGPT and Perplexity results?
Getting cited in ChatGPT, Perplexity and similar platforms requires three things working together: content that directly answers the questions buyers ask at each stage of evaluation, strong authority signals that tell AI platforms your brand is a credible source, and a consistent presence across the third-party channels those platforms draw from—including Reddit, LinkedIn, industry publications and review sites like G2. Technical factors like schema markup, entity consistency and passage-level content structure also play a significant role. Most B2B companies have the raw material to do this well; it typically requires restructuring and expanding what already exists rather than starting from scratch.
Why isn't my B2B brand showing up in AI-generated search results?
The most common reasons are content that isn't structured for AI extraction, weak or inconsistent entity signals (how AI platforms identify and represent your brand), limited presence on the third-party sources AI draws from, and a lack of direct-answer content mapped to the specific questions your buyers ask. Traditional SEO performance doesn't automatically translate to AI visibility. A brand can rank well on Google and still be largely absent from AI-generated answers, because the two systems use different signals to decide what to surface.
What is generative engine optimization (GEO) for B2B companies?
GEO for B2B is the practice of ensuring your brand appears in the AI-generated answers that business buyers consult when researching solutions, evaluating vendors and building shortlists. Unlike traditional SEO, which targets rankings on search results pages, GEO targets inclusion in the synthesized responses generated directly by platforms like ChatGPT, Perplexity and Google AI Overviews. For B2B specifically, this matters because buying committees conduct extended research before engaging sales, and AI is increasingly where that research begins.
How does AEO/GEO support account-based marketing (ABM) in B2B?
AEO and GEO extend the reach of ABM by ensuring your brand is present during the AI-assisted research that happens before a prospect ever enters a formal buying cycle. When a stakeholder at a target account asks an AI platform to compare solutions in your category, that's an ABM touchpoint—one that most programs aren't currently optimizing for. By mapping AI-ready content to the specific questions that different buying roles ask at different stages, AEO/GEO ensures your brand shapes the consideration set at target accounts before sales engagement begins.
Which AI platforms should B2B marketers prioritize for GEO?
The platforms that matter most for B2B buyer research are ChatGPT, Perplexity, Google AI Overviews, Gemini and Microsoft Copilot. Each draws from different source signals and has different retrieval mechanics, but the foundational work—authoritative content, strong entity signals, structured data and a credible third-party presence—improves citation likelihood across all of them. Perplexity has become a significant research tool for technical and business buyers because of its source-citing format, making it a high-priority platform for complex B2B categories.
Can AEO/GEO work for niche or highly technical B2B industries?
It tends to work especially well in niche and technical categories. AI platforms favor clear, authoritative, well-structured explanations—and in specialized industries, the bar for that is often lower because fewer brands have invested in content that meets it. A manufacturer of industrial components, a healthcare technology provider, or a logistics software company can establish a strong AI citation presence in their specific category with less competition than a broad consumer space. Deep topical authority in a defined niche is exactly what generative engines reward.