AEO vs SEO: Hype, Rebrand, or a Completely Different Game?

Introduction

Answer engine optimization (AEO) is not SEO with a new name, and it is not hype. The job changed: AI now does the searching, grading, and recommending that your customers used to do themselves, and it cites sources while it works.

Here's what the Webflow experts themselves are saying:

"Good AEO is a team sport, and our research found that most companies aren't ready for the field."
Guy Yalif, Chief Evangelist at Webflow, after studying 2,000 websites

"For the first time, it wasn't just the platforms changing, it was the fundamental way people were searching for brands."
Vivian Hoang, SEO and AEO Lead at Webflow

"You don't need to have it all figured out. You just need to start paying attention to what AI is saying about you. That's step one."
Marissa Kraines, VP of Brand at Webflow

Three quotes, one message: the buyer's search behavior changed, almost nobody is ready for it, and the work starts with listening to what AI already says about you.

For two decades, being found online worked one way. A customer typed a few words into Google, scanned a list of links, clicked a few, compared them, and made up their own mind. SEO was the discipline of getting your page higher in that list.

That model is breaking. When Forrester found that 95% of B2B buyers plan to use generative AI in their buying process this year, it wasn't a new marketing channel. It was a new buyer behavior.

Here's what actually changed, what the data says, and what to do about it.

What SEO optimized for

SEO optimized for a rank in a list of links.

In the search engine era, the user did the analysis work. They searched, graded the results, sorted through them, gathered information from several tabs, and only then narrowed their choices or made a recommendation. Your website's job was to be one of the ten blue links they clicked while doing it.

An entire industry grew up around that one job: keyword research, backlink strategy, technical site health, domain authority.

Vivian Hoang, Webflow's SEO and AEO lead, lived through every iteration of it: "Mobilegeddon, voice search, AMP. But all of those shifts proved that SEO as a role and an industry was more important than ever."

Then the model itself changed. Not the platforms, the people.

What changed

AI now does the search, the sorting, and the recommendation.

Ask ChatGPT, Gemini, or Perplexity a question about your industry and it does the whole chain in one turn: search the sources, grade them, pull the facts, and hand back a single answer with citations. The user no longer visits five sites. They read one answer.

The data shows how fast this happened:

• 51% of marketers say they would start their short lists with answer engines more often than Google (G2).
• 69% changed the software they bought because of LLMs (G2).
• More than half of all searches are now zero-click: the answer appears on the page, and no link gets tapped.
• 94% of the B2B buyer journey now starts in AI, with buyers moving "through discovery, consideration, comparison, and purchase intent, all within a single conversation," as Inna Meklin, Director of Digital Marketing at LinkedIn, put it in Webflow's AEO readiness roundtable.

The queries themselves changed shape. As Guy Yalif, Chief Evangelist at Webflow, has explained across multiple webinars:

"When we all learned to speak Google, our average query was four words long. With LLMs, it's 23 words long and growing."

By the end of a conversation, prompts run hundreds or thousands of words. That longer tail is real traffic: LLMs send visitors to 2.5x the number of domains that search did (The Answer Engine, ep. 2).

And here's the uncomfortable stat. Webflow analyzed 2,000 websites for its AEO Maturity Index and found the median company was cited with a link in just 6% of AI answers about its space.

Almost everyone is invisible to the AI that is now recommending in their industry. That's the exact gap Guy Yalif's team-sport warning above is aimed at.

The hype test

Every past search shift was hype. This one has a measurement gap.

Skepticism is healthy here. Every few years, SEO gets declared dead and reborn with a new acronym. So how do you know AEO is different?

First, because it isn't a platform change. As Vivian Hoang's quote up top puts it, Mobilegeddon changed rankings. This changed the searcher.

Second, because the confusion is measurable. 68% of leaders think they're AEO-ready, but only 26% of practitioners say they're actually implementing it. If AEO were just SEO with a new label, that gap couldn't exist. You'd already be doing it.

Third, because Webflow itself is moving real money on the basis of AEO. Marissa Kraines, Webflow's VP of Brand:

"AEO is actively informing where we concentrate our brand marketing dollars. When you understand that everything (social, community, PR, the conversations happening) is feeding into what AI says about you, you start budgeting for it."

Fourth, because unclear content has a visible cost. When answer engines mention a company, they only describe it accurately 63 out of 100 times, and they pull through the brand's intended message just 24 out of 100 times (Webflow AEO Maturity Index).

As Jess Fain, Senior Director of Product at Webflow, warns about AI agents generally: they're "high-risk members: entry-level employees who hallucinate, who make mistakes."

AI is already talking about your business. If it isn't getting the message right, that's your website's job to fix.

What AEO actually demands

Give the AI a direct answer it can lift and cite.

AI systems prefer pages with clear definitions, concise explanations, and question-based headings. A well-structured AEO page gives them what they need up front: a direct answer, followed by enough context and proof that the answer is worth citing.

In practice:

1. Answer the question in the first two sentences. AI pulls quotable blocks, and the most quotable blocks are short. Most Google answer boxes run 54-58 words.
2. Use the pyramid structure. Start with the direct answer, then expand into detail, examples, and proof, with one idea per short paragraph.
3. Match the format to the question's intent. As Vivian Hoang, Webflow's SEO and AEO lead, puts it: "The key here is really to match the format with the intent behind the question." A comparison question gets a table; a how-to gets steps.
4. Add FAQ sections. They're the highest-yield format for AI extraction, and they double as People Also Ask fodder.
5. Keep your entity story consistent. Your name, logo, contact details, and descriptions should match everywhere. AI stitches these together to decide what to say about you.
6. Publish an llms.txt file. It tells AI tools which pages to read, in their own language.
7. Measure how you actually show up. Fay, Senior Product Manager on Webflow's AEO product: "If you can't see how you specifically are showing up, then it's really hard to change anything about that."

None of this replaces SEO. Schema markup, site health, and content quality still matter. AEO sits on top of them.

Vivian Hoang again, on where AEO actually starts: "having that solid SEO foundation in place and having that technical foundation in place is really important" (Building for AEO: Ownership, agencies, and execution).

AEO vs SEO: the comparison

The skeptic's questions, answered

"Is AEO (or GEO) just SEO with a new name?"

No, because the unit of success changed. As practitioners put it in the ongoing Reddit debate: "Traditional SEO gets you ranked. AEO gets you cited. They are completely different."

A rank is a position in a list. A citation is your brand's words inside the answer.

"If I do normal SEO well, won't I rank in LLMs anyway?"

Partly, which is exactly why AEO is not a replacement for SEO. But ranking inputs and citation inputs don't fully overlap. AI favors direct answers, question-based structure, and consistency across the web, not just keyword coverage and links.

"Aren't we just chasing whatever the AI wants this month?"

Eli Schwartz, a growth advisor who's advised Fortune 500s on search, puts the counterintuitive case: "Don't optimize for any LLM... optimize for humans, because AI systems are trying to mimic humans."

The best AEO is just clear, honest answers to real customer questions. That's not a moving target. That's your business.

Conclusion

Most companies are invisible in the AI answers that matter to them, and the fix is structural, not magical. Coherent is a Webflow and AEO agency that audits your AI visibility, fixes the technical and content gaps, and monitors your citations monthly.

If that sounds like a lot, take Marissa Kraines' advice from the top: start by paying attention to what AI says about you. We can take it from there.

• See how we audit your AEO readiness
• AEO and SEO retainers that keep you cited

Sources: Webflow AEO Maturity Index (2,000-site study), G2, Forrester, and Webflow's AEO webinar series. Expert quotes linked to their original videos and articles.