AI SEO Agency vs Traditional SEO Agency
Key Takeaway:
- AI SEO builds on traditional SEO, it doesn’t replace it. Technical SEO, content quality, keyword research and backlinks still matter, but they now need to support visibility across AI-generated answers as well.
- The biggest difference is what you measure. Traditional SEO focuses on rankings and organic traffic, while AI SEO also tracks AI citations, brand mentions and visibility across platforms such as ChatGPT, Perplexity and Google AI Overviews.
- AI SEO shifts content from keywords to entities and topics. Instead of creating isolated pages around search-volume-driven keywords, the strategy focuses on topical depth, connected content clusters and clear entity signals.
- AI SEO requires a different measurement and skill set. Genuine AI SEO involves new tools, manual AI-search testing, citation tracking, entity optimisation and often digital PR—not simply adding “AI” to a traditional SEO package.
- For most businesses, the best approach is integrated SEO + GEO + AEO. Businesses don’t necessarily need to abandon their existing SEO strategy; they need to extend it so they can compete in both traditional search and AI-powered discovery.
Introduction
Search is no longer limited to typing a keyword into Google and choosing from a list of blue links. Customers are increasingly using AI tools to research businesses, compare options and find answers before they ever visit a website.
In fact, Adobe reports that AI-driven referrals to U.S. websites increased more than tenfold between July 2024 and February 2025, showing just how quickly AI is becoming part of the discovery journey.
This raises an important question for businesses investing in search marketing: Do you need a traditional SEO agency, or is it time to work with an AI SEO agency?
The answer isn’t as simple as replacing one with the other. Traditional SEO remains the foundation of search visibility, but AI-powered platforms such as ChatGPT, Perplexity and Google AI Overviews have introduced a new layer of visibility that rankings alone cannot measure.
So, what actually separates an AI SEO agency from a traditional SEO agency—and which approach makes sense for your business?
What Is a Traditional SEO Agency?
A traditional SEO agency focuses on improving a website’s position in classic search engine results pages. Its core work centres on keyword research, on-page optimisation, technical SEO, link building and content production, all aimed at climbing Google’s rankings.
Reporting from a traditional SEO agency usually revolves around ranking positions, organic traffic and, in more mature setups, conversions tied back to organic search. This model has driven real results for two decades and still forms the backbone of good search strategy today.
The limitation isn’t that this work is wrong. It’s that it’s incomplete on its own, given how search results pages themselves have changed.
Many traditional SEO agencies built strong reputations over the past decade delivering exactly this kind of work, and that experience still has real value. The issue is scope, not competence. A team skilled at climbing rankings doesn’t automatically have a process for tracking whether a business gets cited inside an AI-generated answer, since that’s a genuinely different measurement problem requiring different tools and methods.
What Is an AI SEO Agency?
An AI SEO agency starts from the same technical and content foundation as a traditional SEO agency. It extends the strategy further to cover how a business appears inside AI-generated answers.
That means tracking and optimising for Google AI Overviews and AI Mode, alongside standalone assistants like ChatGPT and Perplexity. It also means paying close attention to entity clarity, topical depth and third-party mentions. These factors carry more weight in AI search than they historically did in ranking-focused SEO.
In practice, an AI SEO agency treats SEO, Generative Engine Optimisation (GEO) and Answer Engine Optimisation (AEO) as one connected discipline, rather than three separate services offered independently.
The label itself matters less than the underlying capability. Some agencies calling themselves “AI SEO agencies” have genuinely rebuilt their process around these new requirements. Others have simply added the term to their marketing without changing much about how they actually work. Evaluating substance over labelling is covered in more detail later in this guide.
Core Differences: AI SEO Agency vs Traditional SEO Agency
| Traditional SEO Agency | AI SEO Agency |
| Focuses on ranking positions | Focuses on rankings and AI citations |
| Reports organic traffic | Reports traffic, mentions and AI visibility |
| Optimises for Google only | Optimises across Google, ChatGPT, Perplexity |
| Keyword-centric strategy | Entity and topic-centric strategy |
| Backlinks as primary authority signal | Backlinks plus broader third-party mentions |
| Content built around search volume | Content built around topical depth and clusters |
This table is a useful starting point, but it’s worth reading with some nuance. Many traditional SEO agencies are actively adapting, and the line between the two categories isn’t always as clean as the table suggests. Still, it captures the direction each type of agency tends to default toward.
Differences in Strategy and Process
A traditional SEO agency typically starts a new engagement with a keyword research phase, mapping search volume and competition for target terms. From there, content and on-page work gets built around those specific keywords.
An AI SEO agency usually starts differently, mapping out entities and topics first. Rather than asking, “What keywords does this business rank for?”, it asks a different question first: how clearly and consistently is this business represented as an entity across the web, and how deep is its coverage of its core topics?
This changes the shape of the resulting strategy considerably. Traditional keyword-led plans tend to produce a list of individual target pages. Entity-led plans tend to produce a connected content architecture, built around topic clusters designed to demonstrate depth rather than just capture search volume.
The practical effect shows up in how a content calendar looks under each model. A traditional plan often reads as a list of unrelated blog topics, each chosen because it targets a keyword with decent search volume. An entity-led plan reads more like a structured outline of a subject area, with each piece deliberately building on and linking to the others.
Differences in Reporting and Metrics
Reporting is one of the clearest places the two models diverge. A traditional SEO agency’s monthly report usually centres on ranking positions for a target keyword list, alongside organic traffic and, where tracked, conversions.
An AI SEO agency’s reporting adds several layers on top of that. Citation tracking shows how often, and how accurately, a business appears inside AI-generated answers. Mention tracking looks at broader brand visibility across the web, not just links pointing back to the site. Competitor comparison within AI answers highlights where a business is losing ground to competitors even when its own rankings look stable.
This expanded reporting requires genuinely different tooling and processes. It isn’t simply a rebranded version of the same ranking report with a new label attached.
Businesses should ask to see a sample report before signing with any agency claiming AI SEO capability. A genuine AI SEO report should show specific evidence: which queries were tested, whether the business appeared in the resulting AI answer, and how that compares to the previous reporting period. A report that only adds a vague paragraph about “AI trends” without this kind of specific tracking isn’t delivering the real thing.
Differences in Tools and Technology
Traditional SEO agencies rely heavily on established tools for keyword research, rank tracking, backlink analysis and technical site audits. These tools remain useful and relevant, and a competent AI SEO agency still uses them as part of its process.
What’s different is the additional layer of tooling and manual process an AI SEO agency needs to track AI search visibility specifically. Google doesn’t currently offer a built-in dashboard for AI Overview citations through Search Console, and equivalent tracking for ChatGPT or Perplexity visibility is even less standardised.
This means genuine AI SEO capability often depends on a mix of emerging specialist tools and disciplined manual testing. That involves running realistic buyer queries through AI platforms on a consistent schedule and logging the results. Agencies that haven’t built this process yet are typically not delivering real AI search visibility work, regardless of what their marketing materials claim.
Differences in Pricing Models
Traditional SEO pricing has settled into fairly standard patterns over the years, often structured around monthly retainers tied to the scope of keyword targets, content volume and link-building activity.
AI SEO pricing is less standardised, partly because the discipline itself is newer and partly because the scope of work tends to be broader. A genuine AI SEO engagement usually includes everything a traditional SEO retainer would cover, plus additional work around entity optimisation, citation tracking and often digital PR for third-party mentions.
Businesses comparing quotes should look closely at what’s actually included rather than comparing headline retainer figures directly. A traditional SEO agency’s lower monthly fee may reflect a genuinely narrower scope of work, not necessarily better value.
Differences in Team Skillsets
The skillset behind a traditional SEO agency centres on technical SEO expertise, content strategy and link building, often supported by specialists in each area.
An AI SEO agency needs those same core skills, plus additional expertise that didn’t traditionally sit inside an SEO team. Understanding how large language models source and synthesise information matters. So does experience with digital PR and third-party mention building, since these have become more central to AI search performance than they were to traditional ranking-focused SEO.
This is one reason genuine AI SEO capability is harder to build than a simple service rebrand. It requires teams to develop and apply new expertise, not just describe existing SEO work using newer terminology.
Hiring patterns reflect this shift too. Agencies building genuine AI SEO capability have increasingly brought in people with backgrounds in data analysis, digital PR and even natural language processing, alongside traditional SEO specialists. That’s a meaningfully different team composition than a classic SEO agency built purely around technical auditors, content writers and link builders.
What Traditional SEO Agencies Still Get Right
It’s worth being fair to traditional SEO agencies here. Technical SEO fundamentals, covering site speed, crawlability, indexing and mobile usability, remain exactly as important as they’ve always been. A traditional SEO agency with strong technical capability is still doing genuinely valuable, necessary work.
Content quality and keyword research also remain relevant skills. AI search doesn’t discard these fundamentals. It builds on top of them. A business with weak technical SEO won’t succeed in AI search either, no matter how much entity optimisation gets layered on top of a broken foundation.
What Traditional SEO Agencies Often Miss Today
The gap tends to show up in a few specific places. Many traditional SEO agencies have no process for tracking AI citations at all. That means a business genuinely has no visibility into how it’s performing across ChatGPT or AI Overviews under this kind of engagement.
Content strategy often remains purely keyword-driven, rather than built around topical depth and entity clarity. Digital PR and third-party mention building are frequently treated as separate services, if they’re offered at all. They rarely get integrated directly into the core SEO strategy where they now belong.
These gaps aren’t necessarily a sign of a bad agency. They often reflect an agency that simply hasn’t updated its process yet. That’s a fair description of a large share of the industry at this point in the transition.
Can a Traditional SEO Agency Transition Into an AI SEO Agency?
Yes, and many are actively doing so. The transition typically requires building new measurement processes for AI citations. It also means restructuring content strategy around topic clusters rather than isolated keywords, and investing more deliberately in digital PR and third-party mentions.
Businesses evaluating a traditional SEO agency shouldn’t necessarily rule them out if they’re mid-transition. The more useful question is whether the agency can clearly describe what they’ve changed. Can they explain specifically how they’re measuring AI search visibility now, rather than simply claiming AI capability without evidence of a genuinely updated process?
Which One Does Your Business Actually Need?
For most businesses today, the honest answer is that they need the combined capability an AI SEO agency provides, not a traditional SEO agency working in isolation. Buyer research behaviour has already shifted toward AI-assisted tools, which means AI search visibility is quickly becoming a core requirement rather than an optional extra.
That said, a business just beginning its SEO journey, with weak technical foundations and little existing content, may reasonably start with a traditional SEO engagement focused on fundamentals first. AI search optimisation depends on those fundamentals being solid, so there’s a logical case for sequencing the work in some situations.
The clearest sign a business needs full AI SEO capability now, rather than later, is competitive pressure. If competitors are already appearing in AI-generated answers for relevant buyer questions and a business isn’t, that gap tends to widen quickly the longer it goes unaddressed.
A Practical Way to Test Which Category an Agency Actually Falls Into
Labels aside, there’s a simple way to test whether an agency genuinely operates as an AI SEO agency or is really a traditional SEO agency using newer language. Ask them to walk through exactly how they would test and report on a business’s visibility across ChatGPT for a specific, realistic buyer question.
An agency with genuine capability will describe a concrete process. Which queries would they test, how often, how would they log and interpret the results, and how does that data feed into strategic decisions? An agency without genuine capability will typically give a vaguer answer, referencing AI in general terms without describing an actual repeatable method.
This same test works for entity optimisation. Ask how they’d audit a business’s current entity consistency across the web, and what specific steps they’d take to improve it. A concrete, detailed answer is a good sign. A generic answer about “building authority” usually means the agency hasn’t developed real expertise in this specific area yet.
It’s also worth asking to speak directly with the person or team who would actually manage the account, rather than relying solely on a sales conversation. Account managers and strategists doing the hands-on work often reveal, through the specificity of their answers, how deep an agency’s real capability goes compared to what gets presented in a pitch.
What This Distinction Means for Malaysian Businesses Specifically
The AI SEO agency versus traditional SEO agency distinction plays out a little differently in Malaysia and the wider Southeast Asian market compared to more mature markets like the US.
Fewer agencies in this region have genuinely built out AI search tracking capability so far. That gives businesses a real opportunity to gain an edge simply by choosing a partner that has. At the same time, more due diligence is needed when evaluating claims, since the terminology has spread faster than the underlying capability in many cases.
Businesses serving a Malaysian or regional customer base should also look for an agency that understands local market context specifically, not just AI search mechanics in the abstract. Content and entity signals that work well for a US or UK audience don’t always translate directly, particularly where local regulations, business norms or language patterns differ.
The real difference between an AI SEO agency and a traditional one isn’t marketing language. It’s whether the agency has built a genuine, working process for tracking and improving AI citations, not just traditional rankings.
A business doesn’t need to choose between traditional SEO and AI search optimisation. The strongest agencies deliver both as one integrated strategy, since AI search visibility is built directly on traditional SEO fundamentals.
Frequently Asked Questions
Is an AI SEO agency more expensive than a traditional SEO agency?
Often, though it depends on scope. AI SEO engagements typically include more work, such as citation tracking and digital PR, which usually reflects in the pricing compared to a narrower, ranking-only traditional SEO retainer.
Can I keep my current traditional SEO agency and add AI search optimisation separately?
It’s possible, but not usually ideal. AI search optimisation works best when it’s integrated directly into the core content and technical strategy, rather than bolted on as a separate, disconnected workstream.
How do I know if an agency claiming “AI SEO” actually delivers it?
Ask specifically how they track AI citations and mentions across platforms like ChatGPT and AI Overviews. An agency without a clear, concrete answer likely hasn’t built genuine AI SEO capability yet.
Does switching to an AI SEO agency mean starting my SEO strategy over from scratch?
No. A competent AI SEO agency builds on existing SEO work rather than discarding it, since traditional SEO fundamentals remain the foundation AI search visibility depends on.
How do I choose between agencies once I understand this difference?
Beyond the AI versus traditional distinction, it helps to have a structured evaluation process. Our guide on how to select the right AI SEO company walks through the specific steps and questions worth using.
Whoosh Media delivers SEO, GEO and AEO as one integrated strategy for businesses across Malaysia and Southeast Asia. Talk to us about what a combined approach could look like for your business.