How Coppel Dominates AI Search While Growing Traditional SEO Traffic
Coppel started leveraging machine learning with FALCON AI before most retailers knew what ChatGPT was. That early adoption created a gap their competitors still can’t close.
Coppel had already won at traditional SEO. FALCON AI helped drive 140% organic traffic growth and award-winning performance on the Coppel blog.
But in 2025 search behavior has changed. Consumers started changing how they searched. Mexico ranks among ChatGPT’s highest traffic sources globally. 29% of LatAm consumers now use AI tools while shopping. As of November 2025, AI Overviews now show up on 21% of all Google searches.
While FALCON AI provided the machine-learning layer, Eduardo Díaz de León, Head of Social Media & Blogs (Retail) at Coppel, developed the operational model behind it. He combined declared behaviour (verbalised intent from Social Listening) with undeclared behaviour (Search Console + the “Mejora Tu Vida” content ecosystem) to create a unified Signal Framework.
This allowed Coppel to translate FALCON’s fan-out into practical clusters of intent; turning each topic into multi-angle content seeds for SEO, Social, Influencers, Paid and UGC. This framework is what enabled Coppel to scale AI-aligned content faster than competitors.
FALCON AI identifies the multiple sub-questions AI systems process before generating an answer. Eduardo operationalised this into a content engine: instead of targeting a single angle per page (traditional SEO), his model groups all angles — functional, emotional, comparative and contextual — into unified pieces of content that address the entire fan-out tree.
This is why the same Coppel content now wins both in Google rankings and in generative AI citations.
Tracked across 643 prompts in ChatGPT and AI Overviews, Coppel holds 40.36% citation share and 18.46% mention share. That’s #1 for citations, #2 for mentions.
On topics where Coppel published FALCON-optimized content (1,618 prompts tracked), the numbers jump to 61.76% citation share and 45.64% mention share. That’s +53% more citations and +147% more mentions compared to baseline and pushes Coppel well clear of the competition including Amazon, Mercado Libre, and Walmart.
