By April 2026, four months in, this pet ecom brand was generating 10% of monthly revenue from ChatGPT, Perplexity, Google AI Overviews, and Gemini. At margins closer to organic than paid social. From a brand that can't run a single paid ad.
Industry
DTC pet wellness: CBD calm range, soft chews, and supplementary feed for dogs
Engagement
Started Jan 2026 · figures cover the first 4 months
Scope
AI Search Optimization (GEO / AEO), entity & schema, content engineering, prompt monitoring
Markets
Stack
10%
of monthly revenue attributed to AI-search referrals. Measured Apr 2026, up from 0.6% at engagement start in Jan 2026.
8.4×
AI citations vs. baseline tracked across the four platforms we cover as standard, ChatGPT, Perplexity, Google AI Overviews and Gemini, on a rolling schedule. Claude on request.
3.1×
AI-assisted conversion rate versus the paid-social benchmark, with 22% higher AOV from self-qualified buyers.
This pet ecom brand sells a CBD-based calm range for pets across Spain, Ireland, Belgium, and Italy. It's a category Meta, Google, and TikTok Ads won't touch. The two biggest acquisition channels in e-commerce were closed before the brand even launched.
Organic search and word-of-mouth were doing all the work. Then 2025 happened. High-intent buyer questions like "natural calming product for anxious dogs" and "safe CBD treats for senior dogs" started getting answered directly inside ChatGPT, Perplexity, Google AI Overviews, and Gemini. No click required.
Branded organic stayed healthy. Non-brand CTR dropped despite stable rankings. AI was answering the category's top questions, and the brand barely showed up in the sources it pulled from. For a brand that can't buy its way back in, that's existential. Not a marketing problem.
Meta, Google, and TikTok Ads all block CBD pet products in EU markets. No retargeting, no prospecting, no paid social safety net.
Only ~12 third-party sources mentioned the brand alongside the queries that mattered, and most were thin directory listings.
Product names, ingredients, and use-cases weren't structured in a way that made it easy for AI to include them in answers.
No way to tell which prompts triggered a mention, which competitors were preferred, or how any of it moved revenue.
RankZero ran four parallel workstreams against one north-star metric: revenue from AI search. Every citation, mention, and share-of-voice number fed back into that single line.
Before we'd even spoken to the brand's team, we ran a full AI visibility audit. We mapped exactly where the brand appeared (and didn't) across ChatGPT, Perplexity, Google AI Overviews, and Gemini, benchmarked against their top 3 European competitors.
We walked the founder and team through the audit findings, aligned on pipeline goals for the calm range, and handed over a clear 90-day roadmap so everyone knew exactly what was happening and when.
We fixed every technical blocker, rewrote the product pages and collection pages, and built new content designed to be the answer AI cites, mapped to high-intent buyer questions across four languages.
The brand now has a live dashboard tracking citation rate across every AI platform. We review it monthly with the founder, close the gaps, and keep compounding authority until the moat is too wide to cross.
We used to think of AI search as something to monitor. RankZero made it a channel. It now drives more revenue than our paid social, with margins closer to organic.
By month four, AI search had passed paid social to become the brand's third-largest revenue channel, behind email and branded organic.
AI-assisted sessions converted 3.1× better than paid social and carried 22% higher AOV. Shoppers arriving from an AI answer already know they want the product.
AI search does part of the sales job for you. By the time a shopper clicks through from a ChatGPT answer or a Perplexity result, they've already been told why your product fits their dog, breed, and condition. The landing page's job is no longer to convince. It's to confirm and check out.
In a 1-on-1 with one of our experts, we'll map out exactly where your brand stands in AI search, which prompts your buyers are using, and what it takes to get cited, before your competitors do.