Yes, brands can measurably grow their visibility in Google AI Overviews and AI assistants. Below are six published case studies with named companies and specific numbers. Webflow grew the share of new signups coming from AI from 2% to 8%. LS Building Products increased its Google AI Overview mentions by 540%. The tactics repeat across all six: answer real questions directly, fix crawl problems, structure pages around questions, and get mentioned on the sites AI engines already cite.
Read the results with care. Only Webflow's comes from the company itself. The other five are published by the agency that did the work, and none except part of Webflow's used a control group. Several start from very small numbers, which makes percentages look large. We list who published each one and what to watch for.
The six case studies at a glance
| Brand | Industry | Headline result | Period | Published by |
|---|---|---|---|---|
| Webflow | Website builder (SaaS) | AI share of new signups 2% → 8% | Oct 2024 – Jun 2025 | Webflow (own blog); Graphite (agency) |
| LS Building Products | Building materials (B2B) | +540% Google AI Overview mentions, +67% organic traffic | Six months (undated) | Single Grain (agency) |
| SmartRent | Property tech (SaaS) | 136 new AI citations in 30 days; AI Overview citations 64 → 96 | Undated | Single Grain (agency) |
| PlushBeds | Mattresses (e-commerce) | AI Overview answers 14 → 147; AI-referred sessions 155 → 1,322 | Feb – Jun 2025 | ResultFirst (agency) |
| GMAT Club | Education community | AI sessions 2,817 → 7,352 (+161%) | Jan – Jun 2025 | ResultFirst (agency) |
| Decentriq | Data clean rooms (B2B SaaS) | AI citations 14 → 45; organic traffic +61% | Apr – Oct 2025 | Position Digital (agency) |
Webflow: AI share of signups from 2% to 8%
What happened. Webflow's AEO/SEO lead wrote on the company's blog that 8% of new signups came from AI as of June 2025, up from 2% in October 2024 (published 12 June 2025).
What they did, according to Webflow and its agency Graphite:
- Got mentioned on the sources LLMs cite: tech publications, Reddit, YouTube and industry sites.
- Rewrote the above-the-fold copy on about 1,500 template pages to answer questions directly.
- Published long-tail, question-based blog content.
- Rewrote headers as questions and added tables of contents. Graphite tested two of these changes against control groups.
Other reported numbers. Graphite (January 2026) says Webflow's share of voice in LLM answers rose from 33% to 64%. It says visitors from LLMs converted to signups at 24%, against 4% for non-brand search traffic. Graphite gives a different starting point from Webflow's: 4% to 8% of signups between January and July 2025.
How much to trust it. This is the strongest case here: first-party numbers from the company, partly backed by controlled tests. Webflow is also a large, well-known brand with a head start in AI answers.
LS Building Products: 540% more Google AI Overview mentions
What happened. Agency Single Grain reports that LS Building Products increased its mentions in Google AI Overviews by 540% and its organic traffic by 67% over a six-month engagement.
What they did:
- Built content pillars around siding, windows, roofing and decking.
- Added interactive calculators for stairs, framing, roofing and decking.
- Wrote content to be sourced by AI models, aimed at high-intent searches.
How much to trust it. It's an agency case study with no dates and no starting count, so the 540% can't be put in context. Single Grain also lists a different, 12-month result for the same client: 400+ more AI citations, 174 of them in AI Overviews. The calculators are the most distinctive tactic. They're useful pages that other sites and AI answers have reason to reference.
SmartRent: AI Overview citations 64 to 96
What happened. Single Grain reports that SmartRent got 136 new AI citations within 30 days. Google AI Overview citations rose from 64 to 96 (+50%). The agency also reports 10 sales-qualified leads a month from LLMs, valued at about $126,000.
What they did:
- Fixed technical issues that stopped search engines and LLM crawlers from reading pages.
- Added targeted FAQs to existing pages.
- Published high-intent, transactional content.
How much to trust it. It's undated and agency-published. A second Single Grain page on SmartRent gives different figures ("100+ new citations"), so treat the numbers as indicative. The takeaway holds, though: fixing crawl problems and adding direct answers to existing pages were the first moves, before any new content.
PlushBeds: AI Overview answers 14 to 147
What happened. Agency ResultFirst reports that between February and June 2025, PlushBeds went from 14 to 147 Google AI Overview answers that included it. AI Overview results jumped 950%. AI-referred sessions went from 155 to 1,322, and organic traffic grew 40% (published 29 July 2025).
What they did:
- Added FAQ, HowTo and Product schema to its top pages.
- Added short summaries and Q&A blocks written in the phrases people actually search.
- Submitted its product list for ChatGPT shopping.
- Added an llms.txt file.
How much to trust it. The baseline is tiny (14 answers), which is why the percentage is so large. It's also agency-published. The llms.txt file is unlikely to be what moved Google: Google says Google Search doesn't use llms.txt. The answer-first content and product data are the more plausible drivers.
GMAT Club: AI sessions +161%
What happened. ResultFirst reports that GMAT Club's sessions from AI tools grew from 2,817 to 7,352 (+161%) between January and June 2025. Sessions from ChatGPT alone grew 199%. It measured this with GA4, Search Console and Looker Studio (published 29 July 2025).
What they did:
- Collected the real questions MBA applicants ask ChatGPT.
- Built content clusters with structured answers and comparisons for those questions.
- Formatted answers so ChatGPT, Copilot and Perplexity could quote them.
How much to trust it. It's agency-published, but the measurement is the most concrete here: referral sessions in analytics, not an estimate. Part of the growth may simply reflect more people using ChatGPT over the same period; there's no control.
Decentriq: AI citations 14 to 45 after a technical SEO audit
What happened. Agency Position Digital reports that Decentriq's AI citations rose from 14 to 45 (+221%) between April and October 2025. Organic traffic grew 61%, from 1,385 to 2,233 visits (published May 2026).
What they did: mostly technical SEO, not AI-specific work:
- Fixed redirect chains, URL structure and Core Web Vitals.
- Added and fixed structured data, metadata and broken links.
- Linked to orphaned pages and cleaned up the XML sitemap.
- Prioritized pages by impressions and commercial value.
How much to trust it. The baseline is small, and the same page shows different figures in its sidebar (121 citations, +764%). Still, it's a useful data point: technical SEO fixes alone came with more AI citations. That matches Google's guidance that AI features need no special optimization beyond SEO best practices.
What the six have in common
| Tactic | Used by |
|---|---|
| Answering real questions directly, with question-led headings and FAQs | Webflow, SmartRent, PlushBeds, GMAT Club |
| Fixing technical problems that block crawlers | SmartRent, Decentriq |
| Getting mentioned on sites AI engines cite (Reddit, YouTube, publications) | Webflow |
| Useful tools or data other sites reference | LS Building Products (calculators) |
| Structured data that matches the page | PlushBeds, Decentriq |
| Measuring AI referrals and citations separately from search traffic | All six |
Three lessons stand out:
- Start with what already exists. SmartRent and Decentriq got results by fixing crawl problems and improving existing pages before publishing anything new.
- Write for the question, not the keyword. Every content-led result came from pages built around the questions buyers actually ask, with the answer first.
- Off-site mentions matter. Webflow, the strongest result here, worked on the third-party sources AI engines cite, not just its own site.
How to judge an AI visibility case study
Most published case studies come from agencies selling the service. Before copying a tactic, check:
- Is the company named, and did it publish or confirm the numbers?
- What was the starting point? "+950%" from 14 answers is 133 more answers.
- What was measured and with what tool? Analytics sessions are firmer than estimated "citations".
- Is there a date range and a comparison? Without a control, growth can come from AI tools getting more users.
- Do the numbers agree across the page? Two of the six had conflicting figures on their own pages.
How to measure your own results
Track three things monthly, with the same set of questions each time:
- AI referral traffic in analytics (sessions from chatgpt.com, perplexity.ai and similar).
- Mentions and citations in AI answers for the questions your buyers ask, across ChatGPT, Perplexity, Claude and Google AI Overviews.
- Conversions from those visitors, as Webflow did.
Our guide to what AI visibility is and how to measure it covers the method. A Citedify AI visibility audit runs it for you across all four engines every month. For what decides whether Google cites a page, see Google AI Overviews ranking factors.
FAQ
Are there real case studies of brands getting into Google AI Overviews?
Yes. LS Building Products (+540% AI Overview mentions), SmartRent (AI Overview citations 64 to 96) and PlushBeds (AI Overview answers 14 to 147) are published with named companies. All three come from the agencies that did the work.
How long does it take to see results?
In these cases, results were reported within 30 days (SmartRent's new citations) to about eight months (Webflow's 2% to 8%). Most covered four to six months.
What tactics appear in most AI visibility case studies?
Answering real questions directly with question-led headings and FAQs, fixing technical issues that block crawlers, and getting mentioned on the sites AI engines cite, such as Reddit, YouTube and industry publications.
Do AI visibility gains lead to more customers?
In Webflow's case, yes: 8% of new signups came from AI by June 2025, and its agency reported those visitors converted at 24% versus 4% for non-brand search. SmartRent's agency reports 10 sales-qualified leads a month from LLMs. Other cases report traffic and citations, not revenue.
Why do some case studies show huge percentages?
Small starting numbers. PlushBeds' +950% was from 14 AI Overview answers to 147. Look for the before-and-after counts, not only the percentage.
Sources
- Webflow, Inside Webflow's AEO strategy, 12 June 2025.
- Graphite, Webflow: 2x signups from LLMs, January 2026.
- Single Grain, LS Building Products and SmartRent, undated, read 28 September 2026.
- ResultFirst, PlushBeds and GMAT Club, 29 July 2025.
- Position Digital, Decentriq, May 2026.
- Google Search Central, AI features and your website and Optimizing your website for generative AI features.
- Research notes with exact quotes:
seo/case_studies.jsonin Citedify's repository.
