
FancyAI's first cohort data shows GEO content improves Google rankings faster than AI visibility, with one brand jumping 99 positions in 90 days.
Six months of customer data from FancyAI's first cohort produced a finding the company didn't expect. In program after program, the first metric to move wasn't AI visibility. It was Google.
Conner Hats, a specialty e-commerce retailer, engaged FancyAI to win AI recommendations. The GEO content program jumped its top keyword 99 Google positions in 90 days, taking "gambler hats" to No. 1, and landed top-3 AI recommendations across all four major LLMs. A POS hardware category leader took three core keywords from page two to No. 1 on Google and reached No. 1 in AI answers on the same keyword, in the same month, from a single workstream.
"For 20 years, SEO was the budget line marketers couldn't afford to cut. Our data says it's time to shift some of those dollars to GEO," said Tom Howell, co-founder and CEO of FancyAI. "Google still matters. GEO can improve many of the same signals that drive search performance. Our customers invested in AI visibility and saw their Google rankings rise, too. If SEO and GEO still sit in separate silos, you may be paying twice for overlapping work."
Content structured for AI models is content Google rewards. The authority signals that earn citations are the ones that earn rankings. The SEO budget was paying for outcomes GEO spend now delivers as a byproduct, while also winning the channel SEO can't reach.
GEO moves Google first. Two of four programs saw their largest early gains in organic rankings, not AI answers. The structural work AI models reward, like clear comparisons and direct answers backed by credible citations, is what search engines have spent a decade trying to reward.
Half the problem is plumbing, not content. JUNGL, a THC beverage brand, multiplied its Claude citations 3.5x and lifted its AI Readiness Index 7 points in 30 days, before its content program matured. The work was mechanical: opening AI crawler access to all 11 major bots and repairing rendering and schema. While publishers race to block AI crawlers, commerce brands are blocked by accident and invisible without knowing it.
Traffic is the wrong KPI. Conner Hats' AI-referred visitors converted at 4.4x the rate of organic search. The POS brand's revenue grew roughly 5x faster than its traffic, with orders up 42% and revenue up 36% month over month. AI search sends fewer visitors who buy more.
Being mentioned is not being recommended. MacMillan River Adventures, a Yukon outfitter, saw headline visibility narrow while share of voice grew 30% and its average recommendation rank on the category's most competitive query improved from 2.6 to 1.3. That is the top slot, won during peak season for $50,000 bookings. The metric the AI-monitoring industry sells moved sideways. The metric that books trips moved to No. 1.
Every result landed inside a single buying window of 30 to 90 days, against published industry expectations of 7 to 12 months for GEO returns. Full case studies with complete metrics for all four programs are available at getfancy.ai/cases.
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