Case Study
March 30, 2026
Scentbird’s Increases AI Visibility Up to 17x in Two Months
Scentbird increased AI visibility by as much as 17×, earning first-place placement across ChatGPT, Google AI Overviews, and other leading AI discovery platforms. During the same period, optimized guides moved from page 5+ to page 1 in Google, while AI-driven citations and mentions surged, driving over 1,300 percent growth in search impressions and engagement.
120%+
Average AI visibility
185%+
AI citations
70%+
AI mentions
Overview
Scentbird is a leading fragrance discovery platform offering curated monthly perfume subscriptions across thousands of designer and niche scents. As AI-powered answer engines increasingly shaped how consumers discover and purchase fragrances, Scentbird partnered with Crossfill to strengthen its visibility and authority across generative search platforms.
While Scentbird had invested heavily in editorial content, AI discovery platforms were not consistently recognizing or crediting that expertise. At the same time, Google Search Console data showed minimal traction for several high-value fragrance topics even where Scentbird had strong content coverage.
Crossfill’s objective was not just to improve AI visibility, but to turn generative discovery into a compounding growth channel that lifted both AI citations and human search performance. This approach aligns with emerging Answer Engine Optimization and Generative Engine Optimization practices, where clearly structured, fact-rich answers outperform keyword density for AI attribution.
Analyzing Scentbird’s AI Visibility
Crossfill evaluated how Scentbird’s content appeared across ChatGPT, Google AI Overviews, and search, with a focus on where AI visibility gaps overlapped with missed commercial demand.
Two critical insights emerged:
High-intent fragrance topics lacked AI attribution
Scentbird was underrepresented across AI answers for core discovery topics such as Top-Rated Perfumes and Unisex Fragrances, categories that strongly influence trial, subscription starts, and downstream conversion. While Scentbird had relevant content, AI systems were not consistently associating those topics with the brand.
As a result, competitors dominated AI answers for high-intent topics such as Top-Rated Perfumes and Unisex Fragrances.
Priority pages showed limited baseline search traction
Google Search Console data showed that several high-value fragrance guides were generating minimal impressions and clicks, often ranking page 5 or beyond. While these pages addressed relevant topics, they were not aligned with the explicit question framing and structure that both AI systems and users rely on during discovery.
As a result, Scentbird’s authority was underrepresented across both generative answers and traditional search results despite the underlying content.
Rather than repeating generic optimization tactics, Crossfill focused on targeted authority reinforcement around the topics AI systems and users were already prioritizing.
1. Re-anchor content around dominant fragrance discovery themes
Crossfill recommended tightening Scentbird’s positioning around high-intent fragrance categories and queries, ensuring each guide explicitly answered the questions AI engines surface most often. This helped align Scentbird’s content more closely with real fragrance discovery behavior and intent-heavy prompts across generative platforms.
2. Structure content for attribution and compounding growth
Content was refined to improve clarity, scannability, and framing, reinforcing Scentbird as a primary source rather than a secondary reference. Crossfill prioritized fragrance guides that functioned as central hubs within Scentbird’s internal linking structure, meaning improvements to these pages increased citation likelihood in AI answers and produced downstream visibility lift across related guides and product pages.
By strengthening attribution signals at the hub level, authority propagated across entire fragrance topics, improving both AI visibility and traditional ranking signals at scale. Supporting technical steps included faster page loads, responsive design, and JSON-LD schema such as Organization and FAQPage to help AI systems attribute specific answers.
For readers who want to compare methodologies across categories, see Crossfill’s related case studies on Cerebro’s 15x visibility growth and TicketSmarter’s 3x AI visibility gains.
Results
First-Position Visibility in ChatGPT for Subscription-Intent Queries
Beyond individual guide performance, Crossfill’s optimizations helped Scentbird secure first-position placement in ChatGPT and Google AI Overview for high-intent fragrance subscription queries. The screenshots below show Scentbird ranked number 1 for subscription-focused prompts, with the brand surfaced as the primary recommended destination.
This result is particularly meaningful because subscription queries signal late-stage consideration, where users are actively evaluating providers rather than browsing inspiration. Appearing first in these responses positions Scentbird not just as a content source, but as the default choice during AI-mediated purchase decision-making.
Search Performance and Traffic Lift
Topic-Level AI Visibility Gains
Partnering with Crossfill showed us how to close the gap between conventional SEO and AEO. By restructuring our highest-intent fragrance guides for clearer attribution, we saw AI visibility climb rapidly—without sacrificing traditional search performance
Luis Cunillera
Senior SEO Manager at Scentbird
Outcome
The Scentbird and Crossfill partnership shows how treating AI as a distinct discovery channel can unlock compounding growth across the entire search ecosystem.
By strengthening authority around high-intent fragrance topics and aligning content with how generative systems reason and attribute expertise, Scentbird achieved dramatic gains in AI visibility, while simultaneously accelerating traditional SEO performance and human traffic.
Crossfill helped transform underperforming pages into category-leading assets, proving that AI optimization is not a tradeoff with SEO, but a multiplier for it. Readers can explore additional AI-search methodology and outcomes across industries in Crossfill’s blog and the related Cerebro and TicketSmarter case studies.
How can a brand boost AI visibility across ChatGPT and Google AI Overviews?
Brands see stronger AI visibility when pages provide direct, attributable answers with clear headings, structured comparisons, and up-to-date facts. Crossfill recommends answer-first guides, JSON-LD FAQPage markup, and authority reinforcement through hubs and internal links. Scentbird’s lift followed this pattern, supported by schema, fast performance, and consistent updates. For support applying this playbook, visit Crossfill or browse the AI search blog.
Which on-page changes help a page to page one in Google search?
Why are well-researched guides not getting attribution from generative AI answer engines?
What content structuring techniques increase AI citations and mentions for high-intent topics?
How does reinforcing topic-level authority increase AI citations across related pages?
Crossfill helped Scentbird apply these steps to turn AI discovery gains into compounding human search traffic.
Explore more results and methodology in Crossfill’s blog, or connect with the team via Crossfill or the contact page.