How to Choose the Right GEO Model for Your Brand

In Parts 1 and 2, we covered what GEO execution requires and went deep on the real advantages and challenges of internal teams, contractors, and agencies. Now we get to the practical factors that are easiest to underestimate — and the questions that will help you make the right call. 

GEO Success Depends on More Than Your Core Team 

GEO is influenced by people who may never consider themselves part of a GEO program. PR teams affect external authority and source visibility. Content and editorial teams create the information that generative systems may retrieve and use. Developers determine whether that content can be accessed, interpreted, and maintained. Brand teams affect consistency. Analytics teams determine what can be measured. Legal and subject matter experts influence which claims can be published.  

The larger the organization, the more complicated this alignment becomes. 

That complexity is something I experienced firsthand. While building SEO at American Greetings, my team had made meaningful advancements across our portfolio of brand websites. Then a new release would go into production and unknowingly alter something important to SEO. Because the business used a subscription model, we could sometimes see the revenue decline almost immediately. 

We would identify the problem, work with development to fix it, recover the performance, and eventually experience another version of the same issue. The problem was larger than the quality of our SEO recommendations. People throughout the organization were influencing organic performance without realizing it. I created an internal education and activation program for brand leaders, creative designers, editorial experts, and developers. 

Based on our culture, the program needed to be more than a mandatory training presentation. We used incentivized learning, hidden-tip contests, prizes, and recognition for developers who found new ways to implement requests while protecting SEO. The development team became active contributors to organic growth instead of functioning only as the last point in the production chain. 

That year, we had our best revenue year ever. 

I would never suggest that one program was solely responsible for the company’s performance. But the experience showed me that execution improves when the people surrounding a specialized function understand how their work contributes to the result. 

GEO creates a similar challenge. 

How an organization handles that educational responsibility depends significantly on the model it chooses. An internal team assumes almost all of it. Contractors may support pieces of it, but training the broader organization is rarely scoped into their assignments. A strong agency can share the burden by helping translate GEO into accessible guidance for PR, editorial, brand, development, analytics, and executive teams. That support matters, but it should accompany strong strategy, execution, measurement, and multidisciplinary expertise. Education alone is not a GEO program. 

What GEO Experience Actually Means  

The academic paper that formally introduced ‘Generative Engine Optimization’ was published in November 2023. That makes claims of extensive, long-standing GEO experience worth examining carefully.  

But the newness of the term does not mean everyone has equal qualifications. The best GEO practitioners bring deep experience from the disciplines GEO depends on most — SEO, content, PR, brand, and analytics — as well as the technical and organizational capabilities that make execution possible: web development, data engineering, customer research, and change management. 

 The more revealing question is not how long someone has practiced GEO, it is what they were doing before the term existed. The answers to these questions will tell you more than a resume will: 

• Which disciplines have you personally led? 

• How do you keep your methods current? 

• How do you distinguish evidence from hypotheses? 

• What have you learned from failed experiments? 

• How do you connect work across functions? 

• How do you define and measure success? 

Everyone in this field is learning. What separates providers is the quality of their foundations, their ability to integrate disciplines, the rigor of their testing, and the trust they build through results. 

What GEO Software Can and Cannot Do 

GEO software can help an organization establish a baseline, monitor prompts, compare competitors, track citations, and identify changes. 

Those are useful capabilities. But tool output still requires interpretation. Someone must determine whether the prompts represent real customer questions, whether the sample size is sufficient, and whether changes exceed normal answer variability. When a source or competitor appears, someone has to understand why — and identify which intervention is appropriate, which team should own it, and whether the visibility change is actually influencing business outcomes. 

The measurement environment is still developing. A 2026 survey of 45 GEO studies found wide variation in terminology, methods, metrics, platform behavior, and evidence standards. It also found that the reviewed research had not yet established a stable, longitudinal, cross-platform tactic that reliably produces organic discoverability and downstream business effects. 

That does not mean organizations should avoid GEO tools or experimentation. It means they should be cautious about treating a proprietary score as a complete measurement system. It also means the people interpreting that data matter as much as the platform producing it. 

CMOs should evaluate GEO software companies that offer execution services with the same rigor they would apply to any agency. This means asking who actually interprets the data, what marketing experience that team holds, and whether their expertise extends beyond the boundaries of their own platform. The execution team should be able to explain uncertainty and measurement limitations, connect visibility to commercial outcomes, and demonstrate fluency across the disciplines GEO touches: SEO, content, PR, brand, development, and analytics. 

Tool expertise and integrated marketing expertise are not the same thing. Both should both be evaluated. 

Questions to Ask Before Choosing a GEO Model 

Choosing the right GEO model is less about picking a category and more about honestly assessing where your organization stands today. The internal team, contractor, and agency models each have different requirements, and the gaps between where you are and what each model demands is where most decisions go wrong. These questions are designed to surface those gaps before you commit. 

Before looking outward, look inward 

• Do we already have strong SEO, content, PR, analytics, and development capabilities? 

• Who will own GEO strategy and cross-functional coordination? 

• Does that person have enough authority to change workflows? 

• Can our teams absorb additional execution work? 

• Can we establish a trustworthy baseline and measurement system? 

• Who will monitor changing platforms, research, tools, and practices? 

• Who will educate the departments influencing GEO? 

• How quickly do we need to show progress? 

When evaluating outside partners 

• How do you define GEO? 

• Which disciplines are included in your approach? 

• Who will actually work on our business? 

• How do your specialists coordinate recommendations? 

• What tools and data sources do you use? 

• How do you account for platform and prompt variability? 

• How do you connect GEO activity to business outcomes? 

• What parts of your methodology are proven, and what parts are still hypotheses? 

• How will you work with our internal teams? 

• What knowledge and capability will remain with us? 

Choosing the Right GEO Model 

Choose an internal team when you have the people, infrastructure, authority, and organizational commitment to build GEO as a long-term capability. 

Choose contractors when your strategy is clear, your needs are specialized, and someone internally can integrate the work. 

Choose an agency when you need multidisciplinary expertise, faster mobilization, scalable execution, shared tools, centralized accountability, and support coordinating the program. The best model is the one that closes the gaps you actually have. 

If you have an experienced internal team that is aligned across SEO, PR, content, brand, development, and analytics, with the tools and resources to build a reliable measurement process, you may be ready to lead GEO internally. 

If you have a strong leader and a few specific capability gaps, contractors may be the most efficient answer. 

If you need to determine what to do, build the system, align the disciplines, measure the work, and execute at scale, an agency may be the better partner. 

This is a new environment for everyone. Platforms will continue to change. Models will continue to evolve. Measurement will improve. Some widely accepted tactics will prove valuable, while others will eventually prove to be noise. 

The model you choose matters. But what matters more is choosing a partner you trust to keep learning, integrate what matters, communicate honestly, and turn that learning into business results. 

Still not sure which model is right for your organization? Take our free GEO Assessment to find out where you stand and what kind of support will move you forward fastest.