The question everyone is asking

"Is AEO replacing SEO?"

We hear this in every conversation with B2B marketing leaders right now. The answer is: neither. And both.

SEO isn't going anywhere. Billions of searches happen on Google every day. Google's AI Overviews are just another surface for your brand to show up on. You still need SEO.

But AEO is a separate game with different rules, different tactics, and a different payoff.

The mistake most teams make is thinking they're the same game with different names.

They're not.

The fundamental difference

SEO is about getting your website ranked on a search results page.

AEO is about getting your brand recommended in an AI-generated answer.

That's not semantics. That's a completely different mechanic.

Here's how the user journey is different:

SEO user journey:
User types a question into Google → Google returns 10 blue links → User clicks on the link they think is most relevant → User lands on your page

AEO user journey:
User types a question into ChatGPT → ChatGPT generates an answer text that mentions 3–7 brands → User reads the answer → User clicks on the brand they want to try (or doesn't click at all)

In the SEO journey, you're competing for clicks. In the AEO journey, you're competing for mentions.

This changes everything.

Why the tactics are different

SEO success depends on:

• Your website being the most relevant to a specific keyword
• Your page speed, technical structure, and crawlability
• The number and quality of links pointing to your domain
• Your keyword density and on-page optimization
• Your domain authority and topical relevance

AEO success depends on:

• Your brand being mentioned consistently across third-party platforms
• The credibility of the sources mentioning you
• The clarity and consistency of how you're described
• Whether AI training data "sees" you alongside your competitors
• Your positioning being unambiguous to large language models

These are almost orthogonal concerns.

You can rank #1 on Google for a keyword and be completely invisible in ChatGPT. (We've audited many brands in this exact position.)

You can have low Google rankings and be the most-recommended brand in AI search. (Rarer, but it happens — usually when a brand has exceptional third-party coverage and visibility.)

Four key differences between SEO and AEO

1. The currency is different.

In SEO, the currency is backlinks. Google says "a link is a vote of confidence." The more high-authority sites link to you, the higher you rank.

In AEO, the currency is mentions. Not links — mentions. A mention on G2 counts. A Reddit comment mentioning your brand counts. A podcast episode discussing your tool counts. A news article naming you counts.

Why? Because LLMs are trained on text, and text mentions are what train them. Links matter for the link structure of the web, but LLMs care about what's written about you.

This is why we call it "citation-based visibility" instead of "link-based visibility."

2. The source credibility weighting is different.

In SEO, Google values links from high-authority domains. A link from a DA 70 site is worth more than a link from a DA 30 site. Roughly. (Google's algorithm is complicated.)

In AEO, the credibility weighting is more granular and semantic.

G2 mentions are weighted heavily because G2 is explicitly a source of vendor information.

Reddit mentions are weighted because Reddit is where peer discussions happen.

Podcast mentions are weighted because podcasts are where thought leaders talk.

News mentions are weighted.

Blog mentions on high-traffic sites are weighted.

Self-hosted mentions on your own website are weighted lowest (they're assumed to be marketing).

The algorithm doesn't just count mentions. It understands the context and credibility of where the mention came from.

3. The positioning game is different.

In SEO, you're optimizing for keywords. "Best project management tool for remote teams" is a keyword you'd build content around.

In AEO, you're optimizing for how you're described semantically. If you're sometimes called "the Slack of project management," sometimes "the all-in-one collaboration tool," and sometimes "the most flexible PM software," LLMs see conflicting signals and deprioritize you.

LLMs don't understand "keyword synonyms" the way Google does. They understand semantic coherence.

If you are consistently described as "the best project management tool for distributed engineering teams" across G2, Reddit, industry blogs, and podcasts, LLMs learn that description and repeat it. You own that positioning in their output.

4. The time horizon is different.

SEO compounds over months. A link takes time to pass authority. Google's crawl is continuous but ranking changes are gradual.

AEO compounds differently. If you can get mentioned on a major review site or in a high-profile podcast this month, you can see visibility changes within weeks, because LLMs will be trained on that new data in their next training run.

But also: AEO visibility can be volatile. If the websites that mention you the most lose credibility, your visibility drops faster than SEO would.

Which one matters more right now?

This is the question that matters.

If 90% of your pipeline still comes from Google search, optimize for SEO first. AEO is important for the future, but SEO is the cash cow today.

If you're seeing flat organic traffic and you're in a category where people are actively using ChatGPT to research vendors (B2B SaaS, marketing tools, design tools, productivity software — basically most high-value categories), AEO might be the higher-leverage move right now.

The answer for most B2B SaaS teams: Do both, but invest AEO first.

Here's why: SEO is table stakes. Every competitor is already doing it. Ranking improvements are slower and the competition is fierce.

AEO is new. Most of your competitors haven't measured their visibility yet, let alone optimized for it. The low-hanging fruit is massive.

If you can get 1–2 percentage points of AEO visibility improvement in Q1, that compounds into a meaningful competitive advantage before other teams even notice the game is happening.

A practical framework: The AEO + SEO integration matrix

Think of AEO and SEO as two parallel lanes running toward the same destination: pipeline.

SEO lane: Keyword research → on-page content optimization → link building → ranking improvement → clicks → pipeline

AEO lane: Mention strategy → third-party platform presence → positioning clarity → AI visibility → mentions → pipeline

They're separate. But they can reinforce each other:

• Content you build for SEO can be mentioned on third-party platforms for AEO.
• Backlinks you earn for SEO signal authority to AEO models.

• High-traffic pages on your site can become sources of mentions (if others cite them).

   

The AEO strategy: 30 days to measurable visibility

If you're starting from zero AEO visibility, here's the fastest path:

Week 1: Get on the review platforms your competitors are on.

• G2, Capterra, or TrustRadius
• Niche industry review sites (if applicable)

Having a profile doesn't guarantee mentions, but not having one guarantees invisibility. You can't be mentioned on platforms you're not on.

Week 2: Audit your current third-party mentions.
Do a brand audit across:

• Reddit (search your category + your brand)
• Industry blogs (your space)
• Podcasts (check transcripts where you might be mentioned)
• News / press coverage
• Analyst reports (Gartner, Forrester, etc.)

Map what exists. This is your baseline.

Week 3: Identify the credibility gap.
Are you mentioned on 1 platform or 10? Are you mentioned consistently or sporadically? Are you described the same way everywhere or different ways?

The teams that see the fastest AEO improvement usually focus on one thing: consistency of positioning and presence across the top 5 platforms that matter in their category.

Week 4: Build the earned-media plan.
How do you get more mentions? PR outreach, podcast guest appearances, analyst briefings, community participation, industry event speaking.

The fastest wins usually come from:

• Getting on 2–3 review sites you're missing
• Doing 2–3 podcast appearances that mention you
• Getting 1 industry publication feature
• Participating visibly in 1–2 community spaces

Each of these can shift your visibility score by 10–15 points.

The metrics that matter

Track these for AEO:

• AI Visibility Score: 0–100 scale. Where you rank right now across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. This is your North Star.
• Mention frequency: How often you appear in AI-generated answers. (Increases when you optimize earned media.)
• Mention consistency: Whether you're described the same way everywhere. (Increases when you align positioning messaging.)
• Competitor benchmarking: How your visibility compares to top 3 competitors. (Motivating metric.)

For SEO, you're already tracking:

• Keyword rankings
• Organic traffic

• Backlink count

   

The hard truth about 2026

Here it is: if you optimize only for Google, you'll miss the biggest visibility shift in a decade.

If you optimize only for AI search, you'll leave money on the table from Google traffic that still matters today.

The winning teams in 2026 are the ones who optimize for both. But most teams don't have the bandwidth.

So the honest question is: which one moves the needle more for your specific business?

For most B2B SaaS companies right now, the answer is AEO. Because it's new, because your competitors haven't optimized for it yet, and because the visibility gains compound fast.

But it's not SEO or AEO.

It's AEO and SEO.