Meet Buyers Where They Decide: Evaluation-Stage Content That Drove 388 AI Citations and +41% Organic Growth

Shifting content investment down funnel to activates AEO as an evaluation engine

Evaluation-stage blog content for a B2C Shopify brand drove a +41% increase in Organic Search impressions for "Best" queries and 388 new AI citations 

The Challenge:

AI models are answering awareness-level queries. To reach buyers actively comparing options and making purchase decisions, we needed to shift content investment down the funnel to the evaluation stage. 

The Solution:

We focused content creation on "best" and "vs" buying guides.  Each article was structured to earn AI citations, support a target product pillar, and help shoppers answer questions about features and ways to solve buying challenges. 

The Findings:

Evaluation content connected with buyers deeper in the journey across both traditional and AI search. Results included 388 new AI citations, a 207% MoM increase in AI referral traffic, 799 new and improved page 1 keywords, increased blog traffic, and overall organic revenue for the site. 

The Results:

Creating evaluation-stage content increased visibility for "best" and "vs" search queries, connecting our Shopify client with lower-funnel buyers, and driving more organic revenue.