
AEO

This B2B SEO case study covers one site over two months. Curio Digital, a B2B web design and SEO agency, published a list of 17 B2B web design agencies on July 21, 2026. It reached page 1 for "b2b web design agency" on September 17 and was cited in Google's AI Overview the next day.
We ran this test on our own site, so we can show every number and every date. We also show what happened after the citation, including the part where it stopped.
Our view after doing this: for a new B2B site, a fair list post that includes your competitors and you is one of the fastest ways to get cited by AI. It still has to rank first, and it still needs upkeep once it's cited.
In June 2026, our site had no AI presence at all. We rebuilt curiodigital.io that month, removed 14 old blog posts, and launched new service pages.
On June 30, Ahrefs found zero citations of our site on any AI platform. Search Console showed 63 queries where we ranked, and only 24 of them were on page 1.
We used our own site as the test because we control every page and every data source. Nobody has to approve what we publish here.
The table below shows where we started and where we were at the end of September.
| Metric | Before | After | Source |
|---|---|---|---|
| AI citations, all platforms | 0 (June 30, 2026) | 21 across 5 pages (Sep 30, 2026) | Ahrefs |
| Impressions in Google AI features | 99 (Q2 2026) | 7,070 (Q3 2026) | Google Search Console |
| Google clicks | 313 (Q2 2026) | 711 (Q3 2026) | Google Search Console |
| Google impressions | 7,060 (Q2 2026) | 36,700 (Q3 2026) | Google Search Console |
| Queries ranking on page 1 | 24 (June 2026) | 529 (September 2026) | Google Search Console |
| Organic search sessions | 756 (Q2 2026) | 1,421 (Q3 2026) | GA4 |
| Tracked keywords cited in AI Overviews | 0 (July 22, 2026) | 4 (Sep 30, 2026) | Semrush |
We published 21 new blog posts between July and September 2026. Each post targeted a search that a B2B buyer would make, and each one linked to the service page it supports.
That order came from our Director of Strategy, who sets how we build SEO for a site with no rankings. In her words: "Our first step is determining what you want the site to rank for, specifically starting with the high intent, commercial keywords."
The post that got cited was 17 B2B web design agencies. It targets "b2b web design agencies," a search from people who are building a shortlist. It names 15 other agencies plus Webflow's partner directory, and it lists Curio Digital in the same format as everyone else.
The same rule applied to every post we wrote. "All content must target keywords that indicate the user is part of the target audience and internally link back to the related landing page." For this post, that page was our web design service page. For this case study, it's our SEO and AEO services for B2B teams.
We can't see why Google picks one source over another. We can describe what the page had when it was cited.
None of this needs special code. Google says a page needs no extra markup or files to appear in AI Overviews; it has to be indexed and eligible to show a snippet. We cover the wider method in answer engine optimization for B2B SaaS.
The citation came one day after the post reached page 1. Semrush position tracking showed the post at position 9 for "b2b web design agency" on September 17, 2026. On September 18, the same tool showed it cited in the AI Overview for that search.
That search gets 2,400 searches a month, according to Semrush. By September 30, four of our tracked keywords had an AI Overview citation, and all four pointed to the same post or our homepage.
Here is the full timeline:
From publish to citation took 59 days. That is the "two months" in the title.
This is the part that makes this an AI SEO case study as much as a ranking one. AI visibility and website visits moved in opposite directions for us. In Q3, our impressions in Google AI features went from 99 to 7,070. In the same quarter, visits referred by AI tools fell from 145 to 120.
Our Director of Strategy explains why this matters for B2B. "Most top of funnel searches will no longer earn a click, so there's no opportunity to move those users down your funnel or add them to a retargeting audience."
The value shows up somewhere else. A prospect contacted us after Claude recommended Curio during their research. Our analytics showed zero visits from Claude that quarter, so the lead never appeared as an AI visit in GA4.
That is why we stopped judging AI search by clicks alone. "We're focused heavily on how they mention and represent our clients in commercial intent questions like 'what's the best software for X?'"
We now track AI visibility with three sources:
We also ask every new lead where they first heard about us. That question caught the Claude lead when no report did.
The citation did not last. In the Ahrefs snapshot of the "b2b web design agency" results from November 4, 2026, the AI Overview cites seven other sources and not our post. Search Console shows the post at an average position of about 13 for that search from October 13 to November 9, down from about 9 in the weeks before.
We had seen it coming. By October 23, Ahrefs already listed our post sixth among the sources cited. Here is what we're doing about it:
We'll update this post with the results.
The same steps work on a client site, in this order:
One site and two months is early evidence, and we can't promise the same timing for every site. It shows that a new B2B site can get cited by AI within weeks, when the page targets a buyer search and ranks on page 1 first.
We wrote this the way we'd want other SEO case studies written: with dates, sources, and the setback.
If you want to see the same kind of detail for conversion work, read our B2B SaaS CRO case study.
Yes, when they include dated results and named data sources. Specific, checkable facts give Google and AI tools something concrete to cite, and they help buyers judge an agency before a call. Our case study targets "b2b seo case study," a search from people comparing SEO partners.
It depends on the search and on how strong the other results are. For us, it took 59 days. The post went live on July 21, 2026, and was cited on September 18, one day after it reached page 1. We can't promise that timing for every site or keyword.
Yes. Our site was rebuilt in June 2026 and had zero AI citations on June 30. By September 30, Ahrefs counted 21 AI citations across five pages. The post that got cited reached page 1 first, so ranking well still seems to come before the citation.
Many people read the AI answer and never click. In Q3, our impressions in Google AI features rose from 99 to 7,070, while visits referred by AI tools fell from 145 to 120. We measure AI visibility with citation tracking and by asking leads how they found us.
We use Search Console for impressions in Google AI features and Ahrefs for citations by AI platform. A prompt tracking tool runs 25 buyer questions every week across six AI engines. We also ask every new lead where they first heard about us.
When you're ready to turn your website into a pipeline engine, here are 3 ways Curio can help:
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