How Can You Compare Shortlisted AEO Agencies?

How we win at Search has changed. In 2026, it’s not just SEO you need. Search engines are answering engines. And their answers are driven by artificial intelligence (AI). You need to win with the engines to win with your market. To do that you need to win in organic and Google. You must win at AI engine optimization (AEO ►) and Google engine optimization (GEO ►). To get that right, you need the right partner. Whoever you choose as your AEO and GEO agency in the United States in 2026, will shape your brand and your results. How do you sort through the noise, the buzzwords, the claims, and find the right firm that will actually drive your results? Use this guide.

Understanding the New Search Landscape

We’re all familiar with how a standard search engine like Google works: you type in a query, hit enter, and you get a list of ten pages that might have the answer. But in the last year, the big search engines, including Google, Bing, and a new one called You.com, have completely transformed how results are delivered. Now, it’s not just ten blue links listing a page that might have the answer, it’s an Ai generated summary of a found page or even a direct answer or product pushed to you. Smaller search engines have been doing this for years, but those are the big three. The entire search engine optimization landscape has shifted, and not many business owners are aware of how much those shifts have changed.

How are answer engine optimization (AEO) companies different from general search engine optimization (GEO) agencies? AEO companies work to make a business the immediate, direct answer from search engines like Google, Alexa, Siri, or Cortana. They help the business surface on the first page of a search, often within the Answer Box. They optimize for near-device searches meant for an individual user. AEO companies concentrate less on keywords or long-tail searches than on designing the content or data the widest variety of AI engines takes directly from their crawlers and indexes. While classic SEO companies build websites that develop traffic from search engines, AEO companies work to make your site the source itself. In the end, an AEO company isn't about making you no. 1 on Google. It's about making you Google.

a marketing executive. They might be right! But let’s back up for a minute. This is a whole new alphabet soup for many of us. What is AEO? How's it different from GEO? Why are these acronyms becoming essential for marketing?

What does it take for agencies and internal teams to strive in this new environment of answer-focused search? For me, it’s like we’re discovering the tiniest new continent. Perhaps no one got it wrong before, but they weren’t quite right either. So we adjust our maps and change our ships mid-voyage. For some, it’s incredibly stressful , the waves already seem too high. For others, it’s exciting. A chance to do something first and do it well; to scale a wide-open valley that hasn’t even been mapped yet, and in so doing, become indispensable guides. Where are you in this equation? , Jamie Lee, Head of AI Search Strategy, Searchwise Group

What Makes a Top AEO or GEO Agency?

All of this rarely happens by accident. It falls to innovative explorers, boldly going where no searcher has gone before. It won’t be easy. The search engines are hungry for every bit of data they can consume. It’s a fresh challenge every day, but the right agency partner will make all the difference

- Share your industry expertise, Understand your objectives, Have researchers who can adapt to your processes, tech stack, or regulatory environment, Are geographically close if you want an in-person relationship, Have a comprehensive service offering including key proprietary tools

• How can we show some of the latest victories in AI search? Not general search engineering tasks or SEO best practices, but rather modern achievements involving cutting-edge artificial intelligence and advanced search engines.
• Share some interesting or quirky examples of the smart factory concept in action, from five years in the future or beyond through 2030.
• How do we ensure that we can adapt as fast as possible when new engine versions are released?
• Explain how AEO and GEO can be implemented and evaluated in practice.
• How can we make sure our robot friends can actually understand and respond in a meaningful way? Data markup offers a detailed clue for them (and for us as data interpreters). Basically, if you want the topic of a conversation and the critical information within it isolated out (unpacked, like a filter coffee), data markup has your back! I'm not sure anyone really knows whether data markup came first or conversations.2050 probably will bring some light into this.

Do they have examples of businesses that appeared in AI-generated answers or featured snippets after working with the agency? If not, they’re probably not a good fit.

Spotlight: Leading US Cities for AEO Agencies

What makes an Austin AEO company unique, for instance, is its emphasis on conversational content for AI chatbots, metadata enrichment and tagging, and business intelligence reporting. And a Boston AEO business could put its efforts into multilingual SEO and CMS implementations. New York, San Francisco, and Portland are known for their custom AEO and GEO services, as well.

Key Questions to Ask Before You Hire

1. How does your training process work and why is it effective? This will reveal if they have a structured onboarding program with a history of solid results.

• AI search optimization trains algorithms to investigate vast problem spaces and locate optimal solutions. This isn't easy. From initial state to goal state, infinite sequences of actions may be possible. How does an agent know which to choose? Well, many approaches, genetic algorithms, for example, rely on randomness. Others encode human domain knowledge. AI search optimization specifically tests learning algorithms’ ability to play in the widest possible field and memorize nothing. It's also not the only type of optimization to face the problem of boundless solutions. So how does it work, and under what tuning characteristics might we find it useful?
• I'm not sure! Probably because the most significant discoveries and advancements generally take a few years to unfold and show real impact. How about sports , new teams don’t win championships as soon as they’re formed?
• How does one possibly go about crafting AEO and GEO strategies with the necessary attention to detail and flexibility for all these disparate industries using a single one-size-fits-all approach? The short answer is, one doesn’t. That is why the notable successes we have seen so far have usually been the result of innovation and learning on the ground.
• Well, what should such a proposal include? A clear plan, technical audit, content recommendations, KPIs?
• How do you go about handling engine updates and algorithm changes? The best agencies update their strategy in real time.

Why don't you go ask agencies how they track AI engine updates, and what their playbook is when search algorithms shift overnight. It seems we're not even playing the same sport! , Priya Nair, VP of Digital Growth, BrightLocal US

Red Flags to Watch For

How do we detect and avoid these charlatans? Whether we like it or not, search is evolving and it’s only going to get more sophisticated. That’s why I’m not sure anyone really knows what SEO is going to look like a few years from now. But we do know that it's going to incorporate AI. It probably already has. The question is to what extent. And what about next? What’s the next rabbit they’ll pull out of the hat? What comes after AI? Protect your budget and ROI by keeping your wits about you. Stick with innovation, experimentation, solid tactics, and what you know to be real.

Comparing Shortlisted Agencies: A Step-by-Step Guide

Comparing ideas involves subjective judgment. We all have our own bias, preferences, and goals. And we don't have a crystal ball to tell which one would work best. It’s about balancing the pros and cons of each one. Reaching a decision will require good judgment and a leap of faith.

1. Check Their 90-Day Plan: An agency worth their salt will present to you a 90-day plan that covers audits, quick wins, and strategic roadmaps. This plan should outline their intentions regarding technical improvements as well as content and AI opportunities.
2. Can you Evaluate Their AI Search Expertise: Ask for proof of recent results in AI-powered answer boxes, not just organic rankings. A real generative engine optimization agency will explain how they optimize for Gemini, Bing Copilot, and other answer engines.
3. Look at Their Reporting and KPIs. What are they tracking to determine success? The answer should be more than just your keyword rankings. Are they also tracking answer box rankings, AI citations, and local pack presence?
4. Evaluate Their Experience Carefully: Look for partners that have deep experience that will become your competitive advantage.
5. Shall we talk money? How do differing budgets, and therefore scopes of work, lead to varying results from different consultancy companies and ultimately, a cheaper build and year one operating cost estimate? What savings are real and what has simply been deferred with the potential for considerable future exposure? It might be cheaper to discount some consultancy input up front, but why may that not be a sensible approach? The merits of technicality Adjusting a proposal upwards to meet an A$10 or $15 million scope of spend that’s been set for a month or so is relatively easy if there is an appropriate amount of technical AEO, and local GEO, design completed up front against a best for project / best for asset level of design. For instance, good quality design work should reveal clad size reductions that will result in tens of thousands, or more, man hours in the manufacture of pipe spools alone, and a reduction of tons of steel embodied in your installed plant. Cheaper proposals might either not do or insufficiently do the work which enables a reduction in scope which, in this case, you’d be able to achieve by increasing the proposal cost up front. Quality work at the start creates the savings, which is what you’d rather see, rather than a spiral into what should be seen as the beginning of a disastrous cost increase in a very stressful EPC phase, very stressful start-up due to a poor project and, as the first honeymoon period wears off, year on pre-nuptial-cost intensive cost over-run upon cost over-run. Muscling the engineering house down will likely have those costs , and items like lifetime and operating costs, deferred. It is too easy for prices to creep up and costs to escalate post-contract. Firing the engineering team in such a scenario and appointing option number two or even three will also have costs greater than, or defer, the ‘over’ costs. Ignoring the process water system instrumentation Miss this out and you’ve just shifted your problem into an area which will be much harder to hit with contingencies and which must be spent without seeing themselves reflected in a contingency forecast. Enviable IRRs can get wiped out pretty quickly. Note: The over cost applies all the way from the beginning until the last dollar is redeemed from the shareholders and the asset is floated to your operating company.

Results are where the rubber meets the road. You can have the prettiest strategy in the world, but if it doesn't deliver the type of results that support your organization's growth strategy, it's not successful.

Achieving success with AEO and GEO undoubtedly comes down to collaboration. We work together in such an integrated way that our agencies become an extension of your business. We adapt and evolve. After all, the world changes, expectations change, and audiences change. , Mark Telford, Head of Client Partnerships, AgencyNavigator

What Should an AEO and GEO Agency Proposal Include?

Objectives, target audience, options the agency considered, reasons for selection, art and copy requirements, mandates for the production department (ie. size, color, position, etc.), production timetable and cost.

• Let's take a deep dive into what makes your website tick. Are your SEO best practices in place? Are you benefiting from schema data? Do you have local signals set up correctly to optimize local SEO?
• How do you measure something that has no physical presence, but yet dominates our behavior so incredibly? Think of it this way , how much are you influenced by the dark matter? Yes, the stuff that makes up most of the universe, yet doesn’t emit enough electromagnetic radiation for you to really notice? The same analogy can be made for search visibility strips associated with AI. But if we can detect them, measure them, ensure they can influence the way sentient species acts in the search results, then they’re not so ethereal after all. This essay is devoted to the strains of dark matter that might be observed around search results, visibility strips related to answer boxes, AI packs, and voice search.
• Think about all the different search results a user sees. They may not notice the difference between paid results and organic search returns, but a lot goes into generating them. We all know that search engine results pages (SERPs) are unique, but I'm not even sure anyone really knows how many variations there can be, probably near infinite. Personality, location, device, browser, time, and historical search behavior all play a role. It's easy to get myopic about the competitive landscape too, by only looking in your preferred rank tracking tool and fixating on the same group of keywords week after week. You might be missing out on who you're really competing against online.
• Here is how we could set our goals and key results for a three months period.
• I can also provide a content and technical roadmap to programming success.
• How do we adapt to constantly changing search engine results pages and ensure we optimize our content effectively?

If a proposal lacks these elements, I'd wager the agency isn't ready for AI-driven search. But for enterprise brands, these are table stakes.

Specialist GEO Agency or Full-Service SEO?

Do you start with a specialist GEO agency or go full-service with a top SEO agency? For 99% of U.S. companies, that depends on whether local is your main driver of revenue. If a strong local presence is critical, particularly for multiple locations across the U.S., you are likely better off with a firm that has deep but recent local SEO expertise. This is almost always a specialist. If you want the option of potentially leveraging both national and local together, then you are better going with a full-service firm that may have both exceptionally strong AEO and GEO teams. This is likely the exception rather than the rule.

Evaluating an Agency’s AI Search Expertise

Machine learning concepts. It's the foundation of effective AI search technology. How’s your agency using it?

• My team had more than doubled its clients in the answer engine sector, and some significant logos were in that list. That's what I had been focused on week to week. I'd been so close to it, however, that I hadn't had the chance to step back and think about why answer engines had become such a white-hot destination for our predictive analytics products all of a sudden. It wasn't like we had two or three wins either; it was more like closer to nine or ten.
• Is there a way to turn AI into the gatekeeper for things like company strategy or top-level strategic decisions? Our experience at Gemini backup software with BigCopilot (a variant of Bing Copilot launched back in August 2009), and more recently, You.com. We’ve discovered that AI can be useful as a decision-making complement when the data is objective and quantitative. But relying solely on AI generates suboptimal results due to the noise and/or imprecision in much of the real-world data for strategic decisions. It’s easy for AI to misinterpret lots of non-quantitative data.
• How do we structure data and content so that it can be consumed by AI models? Hinrich Schütze is head of the language technology lab at the German Research Center for Artificial Intelligence. He says, “The simple answer is, we don’t know.” What makes data or content accessible to AI algorithms isn’t nailed down yet as a science. But one way we can think about it is that the more structured and organized a document is, the more digestible it could be for an AI. The greater level of organization and detail a text has, the better an AI can understand and analyze it.
• In a generative model, the score of a candidate can be used to derive a search distribution. However, this distribution is not always optimal in terms of what is scored. Specifying an “optimal” search distribution and the deterministic process that generates prompts from that distribution is insufficient for ensuring the final produced prompts accurately “mimic” the given distribution, which is necessary for guaranteeing the correct modeling assumptions. This discrepancy between what a generative model scores and what is sampled from it is prevalent in supervised finetuning, and especially in unsupervised finetuning, where we may not even have access to the exact distribution being used. This problem hinders the practical applicability of existing work in addressing, for instance, exploration of the space in population vs. single point models, aggregation for greater diversity in k-NN published by Gururangan et al. (2021) and removing separation in embedding-based search published by Wang et al. (2021).
• You've put time, effort, and expertise into building the best answer boxes and AI packs you can. But how can you be sure they’re performing how you want them to? How do you know if they’re reaching the right customers, or even reaching customers at all? The answer: trackers and analytics. Monitoring your answer box and AI pack performance isn’t as simple as tracking website traffic, but it’s not as hard as it sounds either. A little effort in the beginning can make a big difference in how successful they are. And if you spend resources on something, don’t you want to know how well it’s doing? So, here’s a look at the trackers you can use and the analytics they provide.

Can you prove real-time spikes in answer box placements or AI-generated brand mentions with your existing clients? If not, working together might be a bit premature.

Comparing Shortlists: Real-World Examples

That’s just the beginning. Now, here’s where it gets wild: you can mix, match, combine, compare, and contrast any and all of these strategies because, my friend, they’re not exclusive in any way. How each city shapes its overall campaign AI strategy can also vary greatly. For example, in addition to the examples above:

- Perceived effectiveness. - Tone of communication. - Compliance with the Act. - Open interaction with the public.

• Ever wondered how deep generative AI can go? How exactly does it work its magic? I’m not sure anyone really knows, but here's what probably happens under the hood! What if every keystroke triggered a frantic race in a forest of neurons?
• How quickly can you understand what’s wrong and fix it?
• What does it mean to write with quality and transparency?
• How can a team’s experience in my particular sector and even my city be a make-or-break factor in insuring my project’s success?
• Client references and recent testimonials

Feel free to reach out to old or current customers. Would they be likely to hire the same agency again?

What Should a 90-Day AEO and GEO Agency Plan Include?

1. Learning the lay of the land 2. Getting the employee on board 3. Reviewing products and services 4. Evaluating existing and past campaigns and determining what worked and what didn’t 5. Researching customers, markets and competitors 6. Setting a strategy and the actual plan

• Let's talk about some of the most sought-after and challenging processes in the SEO business: technical and content audits. But let’s keep our focus sharp and discuss them through the lens of preparing your site for the AI revolution. Sounds a bit less intimidating, doesn't it?
• Easy, rapid results (schema, FAQ markup, business profile updates)
• Does refreshing content for answer boxes & AI packs make a difference in a world where language models can summarize, rewrite & generate text?
• Experts are paving the way for generative engines with new data structures and algorithms that are more efficient in terms of update and query operations than current techniques. How to enhance existing data structures and develop new ones based on recent research findings? Let’s explore some possible approaches.
• Having monthly progress reviews tied to real KPIs − do you track social shares, measure increased traffic, or perhaps time on site? These are all great indicators and will help to shape your strategy going forward.

If the plan doesn't go into specifics but just mentions “SEO best practices,” be cautious. The right strategy should outline particular AI search trends.

Conclusion

Selecting an AEO and GEO agency in the US is tough work. Too many agencies make too many promises without enough proof. If you feel like it’s hard to separate the contenders from the pretenders, you’re not alone. But your choice is incredibly important. Get your AEO right and your brand will prosper, from search engine results pages (SERPs) to brick-and-mortar locations. Get it wrong and your competitors will leave you searching for answers.

Construct your US AEO and GEO strategy with BrandStory!