We analyzed 446 r/SEO posts about AI search optimization. The operators don't buy it.

What these terms actually mean

Before any of the data: this whole conversation is drowning in three- and four-letter acronyms that are often defined inconsistently. So we'll define them once and use them consistently for the rest of the post.

Throughout the rest of the post, "GEO" and "AEO" refer to the optimization services, not the academic concepts. Both are arguments about the same idea: that AI search visibility is a separate discipline from SEO and needs its own playbook, tooling, and budget.

Three findings up front

1. Reddit discussion grew 7x. 8 posts in March 2025 → peak 59 in March 2026.
2. "AEO" is replacing "GEO" 3:1. The crossover happened in August 2025; AEO has pulled away ever since.
3. Operator sentiment is openly hostile to both terms. The single highest-scoring post in the entire 14-month dataset is — literally — titled "AEO, GEO is bullshit buzzword, intended to trick clients." 111 upvotes. 161 comments.

Demand is rising. Sentiment is sharpening against it.

The cleanest story in this dataset is the gap between two parallel trend lines. Search demand for these terms keeps climbing — that's DataForSEO measuring what people type into Google. Reddit volume is also climbing — that's people in SEO communities talking about it. Both go up together. But sorted by upvote count, the highest-engagement Reddit threads are increasingly hostile to the framing.

Search demand first. Apr 2025 → Mar 2026, US Google Ads keyword volume:

Source: DataForSEO Google Ads keyword search volume, US, pulled 2026-04-27. Note: "AEO" volume includes some non-SEO usage of the acronym (Affirmative Action / Equal Opportunity contexts). Even the lower-bound, signal-only fraction is a meaningful rise.

Now Reddit. Same window, monthly post counts across the six SEO subs we scraped:

Both trend lines point up — strongly. But "people are searching for the term" and "the SEO community thinks the term means something real" are not the same claim. We can show the second one only by reading the posts. So we did.

What 446 SEO operators are saying about it

We sorted by upvote count and read the top thirty posts. The pattern is clear enough that we'll let three threads carry the weight. First, the literal #1 post by score in the dataset that mentions either term:

Second, the more direct accusation:

Third, the cross-post in r/marketing that asks the practical question — does this actually work? — and got 137 comments mostly answering "no":

The term shift, charted

Inside that 446-post window, the choice between "GEO" and "AEO" tells its own story. From March through July 2025, GEO was actually slightly ahead in absolute mentions. Then in August 2025 AEO doubled — 19 posts vs GEO's 8 — and never looked back. By January 2026, AEO was running 7:1 over GEO.

The same view, from operator X accounts

The skepticism shows up loud on X too. Lily Ray — VP of SEO Strategy & Research at Amsive, one of the most-cited operator voices in the industry — has been arguing the same point for the better part of a year. From August 2025:

And, eight months and a Substack article later, the same point sharper — pointing out the actual marketing circus the term has produced (her image collage; a sample of the GEO/AEO pitch deck headlines making the rounds in agency-land):

What the data does not say

Reddit selects for skepticism. The 446-post dataset is community sentiment, not industry reality. Agencies are still selling GEO retainers. Clients are still paying. SaaS tools shipping AEO features are getting signups. Both things can be true at once: the operator community can think a thing is overhyped, and that thing can still be a real category that gets bought.

What's interesting is the gap. Demand keeps rising — both search volume (the table above) and Reddit conversation volume (the chart above). The people doing the work, when they speak in operator forums, are increasingly hostile to the framing. That's a useful asymmetry. If the operators turn out to be right, the buzzword ages out fast and the budget that flowed into it flows somewhere else by 2027. If the operators are wrong, that's a story too.

What it means if you're writing content right now

The most-upvoted comment in the most-upvoted skepticism thread reads: "AEO and GEO are just SEO — IF you've been doing SEO right all along." That qualifier matters. The complaint isn't that AI search doesn't reward optimization. It's that the optimization that works is the optimization that already worked: ranking in Google, original on-topic content, strong topical authority, clean URLs, accessible to crawlers.

Pages that read as authentically human, that survive AI-detection scrutiny without being rewritten generically into paraphrased filler, are the same pages that age into the kind of established, ranking-in-Google content the AI search engines actually cite. The interesting work — and the work the Reddit consensus says wins — is doing that part well. Not the renaming.

Sources

How we did this, in one sentence: 9 specific search queries (e.g. "answer engine optimization", "AEO", "llms.txt") against Reddit's /search.json across r/SEO, r/bigseo, r/juststart, r/marketing, r/digitalmarketing, r/SEO_for_beginners — deduplicated by post ID to 446 unique posts. Each X URL verified by opening it in a Playwright browser session and matching the page title to expected text. Search-volume figures from DataForSEO, pulled 2026-04-27.

1. ToHuman primary research — Reddit JSON scrape, 6 SEO subreddits, March 2025 – April 2026, 446 unique posts. Methodology + raw data documented above.
2. r/SEO — "AEO, GEO is bullshit buzzword, intended to trick clients. Change my mind." (111u/161c).
3. r/SEO — "[FYI] GEO's ugly campaign of intentional disinformation" (87u/37c).
4. r/marketing — "any1 actually doin generative engine optimization rn?" (90u/137c).
5. r/SEO — "Google confirms normal SEO works for AI Overviews" (209u/134c).
6. Lily Ray on X, August 5, 2025 — verified 2026-04-27.
7. Lily Ray on X, March 18, 2026 — verified 2026-04-27.
8. Lily Ray, "Your GEO Strategy Might Be Destroying Your SEO," Substack, March 18, 2026.
9. DataForSEO Google Ads keyword search volume, pulled 2026-04-27.