White Paper.
Winning the AI Answer: How the Shift from SEO to AEO/GEO is Reshaping Influence in Cybersecurity, Defense, and Government Technology
To stay visible in today’s AI-driven world, tech leaders must master GEO and AEO.
Contents
Something fundamental has changed in how people find information online, and it’s probably changed how you find information as well. In 2023, roughly 8% of Google searches were phrased as questions. By 2026, that number nearly tripled to 21% and continues to rise [NP Digital].
People are asking direct questions and getting direct answers before they ever click a link from AI tools like ChatGPT, Google Gemini, Claude, and Perplexity.
This shift has a name: the move from search engine optimization (SEO) to answer engine optimization (AEO) and generative engine optimization (GEO). But your organization isn’t B2C, or even looking for general businesses. You’re looking for governments and changemakers. So this doesn’t matter, right?
Wrong.
For organizations operating in cybersecurity, defense, intelligence, and advanced technology sectors, this shift in search habits has profound implications. It’s changing the way everyone is getting their information–including policymakers, potential employees, acquisition specialists, and your stakeholders. If you’re in an industry that moves technology and thought forward, and you aren’t playing to GEO and AEO, you’re being left out of the conversation.
Approximately 2 out of 3 Google searches now resolve without a click.
Google's AI Overviews provide the answer directly on the results page. [Forbes]
88% of citations in Google's AI mode don’t match the organic top 10 results for the same query.
Ranking well in traditional search no longer guarantees visibility in AI answers. [Moz]
Around 40% of users now begin their research journey with an AI tool.
It’s after they converse with AI that they return to a standard search engine, only to verify what they likely have already largely decided. [Eight Oh Two’s 2026 AI Search & Behavior Study]
The implication is significant: by the time someone reaches a traditional search result, they may have already formed their opinion. The AI-generated answer becomes the first—and probably most influential—interaction a stakeholder has with your organization.
About GEO & AEO
Generative engine optimization (GEO) is the practice of ensuring that generative AI systems recognize your organization as an authoritative source of expertise. While traditional SEO focuses on ranking webpages, GEO focuses on becoming part of the answer itself.
Research suggests that source quality and authority significantly influence whether content is selected for AI-generated responses. For organizations in highly technical sectors, GEO is fundamentally a trust-building exercise.
In practice, GEO asks a simple question: when an AI system summarizes a market, mission requirement, technology category, or compliance topic, does your organization appear as a credible source, or is it absent from the answer?
To build credibility in GEO, it’s time to prioritize:
Trade publication coverage
Executive bylines
Speaking engagements
Podcasts
Research reports
Industry analyst mentions
Association participation
Government and academic partnerships
LinkedIn thought leadership
TIP
If your organization’s web presence doesn’t show off your people, it needs to. LLMs prioritize subject matter expertise from verified experts, so your team’s education, experience, and publications need to be prioritized across the internet.
TIP
The organizations most likely to be surfaced by AI are those with the strongest overall reputation footprint and the most recent information. For defense and cyber organizations, earned media coverage in outlets such as Defense One, Breaking Defense, Defense News, CyberScoop, Federal News Network, and C4ISRNET can help establish broader authority signals that AI systems may recognize.
Answer engine optimization (AEO) is the practice of designing content to answer specific stakeholder questions clearly and directly so that generative AI engines/LLMs select and present your content as the response.
The goal is to make expertise understandable by both human readers and AI systems. AEO-ready content leads with the answer, defines key terms, cites credible sources, and organizes information into self-contained sections that can stand alone. Rather than writing for keyword optimization, you're writing a conversation with a procurement officer, potential partner, investor, or new hire.
For cybersecurity, defense, intelligence, and technology organizations, AEO focuses on:
Technical explainers like step-by-step implementation or process guides
Comparison tables with competitors
Compliance checklists for government agencies
Research summaries
Team biographies and backgrounds
Case studies and success stories
Certifications and contracting information
Why Effective Science Communication Requires Specialized Creative Expertise
The mandate of publicly funded science is not just to do science. It is to make the benefits of that science meaningful to the public. This requires skills that are adjacent to science but not the same as doing science.
Translation is a discipline
Scientists are trained for precision. Broad audiences need clarity and relevance. A creative partner like LMD specializes in turning complex material into engaging, relatable stories and experiences without compromising the science. This aligns with both federal plain-language expectations and digital-first public experience requirements.
1
Design and multimedia are no longer “nice extras”
“One press release plus one webpage” is no longer a distribution strategy; it’s a source file that must be repackaged into multiple formats: digital, web, multimedia, and outreach. The highest-performing science communication today is visual, modular, and platform-native. A creative agency brings:
Information design that actually explains complex ideas.
Motion and animation that make processes, systems, and data easier to understand.
Campaign packaging that supports grantees, partners, and educators.
Consistent brand storytelling across programs and audiences.
2
Audience strategy and stakeholder mapping are specialized skills
Federally funded science requires communicating with Congress, media, governments, state and local agencies, research and education communities, and the public. Each audience brings different questions about the value and benefit of the scientific initiative. Creative agencies like LMD can build a messaging architecture that maintains scientific consistency while tailoring value frames to each group.
3
Modern distribution is a production system
In a fragmented media world, one-and-done assets underperform. Creative agencies build content systems that include:
One core narrative that can be translated into many formats.
One research story that can be told through an explainer page, short video, social cutdowns, briefing deck, and infographics.
Evergreen content hubs that improve discoverability over time.
4
Credibility-friendly storytelling requires restraint
NIH’s checklist and the National Academies’ research agenda reinforce that credibility comes from context, careful language, and the acknowledgment of limitations, not from overpromising. A strong agency partner helps you be both compelling and careful, especially when the stakes include public trust and policy decisions.
When federally funded science is communicated well, it informs, inspires, and delivers broader value by:
Building durable support for investment.
Improving decision-making.
Strengthening public trust.
Accelerating real-world impact.
That is why science and research organizations benefit from creative agency expertise. Science is the heart; communication is the voice that helps the public understand its value, relevance, and impact.
5
How This Can Look in Practice
Translating complexity into public-facing clarity
For the EPA’s Office of Water, LMD transformed technical materials for its WaterSense program into accessible communications assets, including a website redesign, content strategy, infographics, and print collateral. This helped consumers and private industry stakeholders understand the importance of water efficiency and the benefits of using WaterSense-labeled products while preserving scientific and technical accuracy.
Building a multi-format content system around one technical story
For the National Information Exchange Model (NIEM), a joint initiative of the Departments of Justice, Homeland Security, War, and HHS, LMD developed a messaging platform and core narrative, and extended them across multiple formats, including website content, explainer videos, infographics, fact sheets, and case studies. This made it easier to communicate consistently with multiple stakeholders–including data scientists, program analysts, policymakers, academia, and state, local, tribal, and federal program leads while increasing the reach and usability of the content.
A Practical Mini-Playbook for Communicating About Federally Funded Science
OMB’s digital-first guidance for federal public-facing experiences emphasizes accessibility, plain language, searchability, mobile-first design, and user-centered delivery.
Writing Act of 2010’s requirement for clear public communication, this means federally funded science content faces both mission pressure and policy pressure to be usable by real people. Here is a simple starting template.
FOR EVERY RESEARCH STORY, PRODUCE:
A one-sentence takeaway in plain language.
A clear explanation of what changed, whether a new finding, capability, or dataset.
A statement of why it matters, including who benefits and what decisions improve.
A simple explanation of how we know, with a link to the source.
A summary of confidence and limits, including uncertainty and what comes next.
One visual, such as a diagram, graphic, or animation.
DEVELOP AUDIENCE-SPECIFIC VARIANTS, SUCH AS:
Public or taxpayers.
Policymakers.
Technical stakeholders.
CREATE CONTENT IN MULTIPLE FORMATS, SUCH AS:
A searchable, accessible webpage.
A short video.
A social media carousel.
References
Publicly funded science earns its fullest value when it is not only discovered, but also Understood.
The science itself may begin in labs, datasets, and fieldwork, but its impact depends on how well it is communicated to the people who fund it, use it, and make decisions based on it. That is the art of science communication: helping rigorous work become visible, meaningful, and trusted.
Looking for Support?
LMD’s content team excels at turning complex research into meaningful, real-world value for your organization's audiences.