How Davincified Uses AI and Artist Partnerships to Personalize Paint-By-Numbers Therapy
Eleni Nicolaou, Art Therapist and founder of Davincified, creates personalized paint-by-numbers kits from customers’ own photos to make art therapy accessible and meaningful. This interview dives into how AI technology and a marketplace of independent artists drive both growth and repeat business in a wellness-focused ecommerce brand.
In this edition of the Ecommerce Authority Playbooks series, we dive into how
Davincified grows, retains customers, and prepares for the future of search in 2026 and beyond.
The interview
1. What’s the quick origin story of your brand, and what makes your product or positioning genuinely different from other options in your niche?
Eleni Nicolaou: Davincified started from a simple observation in clinical work. I kept seeing clients disengage from talk therapy the moment things got hard to put into words, but the same clients would light up during a structured art exercise. Paint by numbers gave people a low pressure way into that state, since the numbered format removes the fear of a blank canvas while still requiring enough focus to quiet the mind. What sets us apart is that the AI conversion technology lets someone turn a photo that actually means something to them, a late pet, a wedding day, a childhood home, into their own kit, so the therapeutic value isn’t generic. Most competitors sell stock landscapes. We sell a process that starts with something personal.
2. Since launch, what have been the 1-2 real turning points for your brand-specific decisions, pivots, or experiments that noticeably changed your growth or profitability-and what did you learn from them?
Eleni Nicolaou: The biggest shift was opening the marketplace to independent artists instead of keeping every design in house. Early on we treated Davincified purely as a manufacturer, and our catalog felt flat because it reflected one team’s taste. Once artists like Angela Cater started licensing their own collections, order variety and repeat purchase rate both moved in a way our internal design team alone never could have produced. The lesson was that a wellness product still needs creative range to keep working as wellness, because boredom with the catalog kills the calming ritual just as fast as a bad canvas does.
3. Which 2-3 channels drive most of your revenue right now (for example SEO, paid social, email, marketplaces, influencers), and what have you learned about making those channels work in your category?
Eleni Nicolaou: Custom orders through our own site and paid social carry most of the volume. The customization tool converts best because people are not buying a hobby kit, they’re buying a way to process a photo that matters to them, so the decision happens fast once they see their own image rendered as a preview. Paid social works when the creative shows the transformation itself rather than a finished painting, since the before and after is what actually stops the scroll.
4. How are you thinking about search in 2026 – Google, AI assistants like ChatGPT, and other discovery platforms? What, if anything, have you changed in your content or site to stay visible as AI search grows?
Eleni Nicolaou: We rewrote our FAQ block on the homepage so each question is answered in a self contained paragraph instead of the old accordion snippets that only made sense in context, because ChatGPT and Perplexity tend to lift the first clear sentence they find and drop the rest. We also added exact numbers everywhere we used to write vague claims, so “fast shipping” became delivery windows by carrier, and “easy for beginners” became the actual paint count and canvas size range across our kits. On the Google side we saw our custom kit product page start ranking for “paint by numbers from photo” after we added a short paragraph explaining the AI conversion step by step, since that is the exact phrase people are now typing into ChatGPT and it seems to be pulling from pages that spell out the mechanism rather than just claiming the feature.
5. What do you do to turn first‑time buyers into repeat customers and advocates? Are there specific experiences, content, or community touches that work especially well for you?
Eleni Nicolaou: Our Facebook group has around 2,458 posted paintings from customers, and new buyers browse it before finishing their own kit more often than they read our how to guide, based on what we hear in support messages. We built DavinciCoins so customers earn toward a discount on kit two automatically at checkout rather than needing a promo code, which removed a friction point that was costing us conversions on repeat orders specifically. The detail that actually moved the needle was adding a note card in the box asking customers to tag us when they finish, since unprompted posts in the group are what a hesitant new customer trusts more than our own product photos.
6. If you had to write a short playbook for an ecommerce founder one stage behind you, what would you double down on over the next 12 months – and what would you stop doing entirely?
Eleni Nicolaou: Double down on the one feature a competitor cannot copy in a weekend, for us that is the AI photo to canvas conversion, and put it in the first line of every product description instead of burying it under generic praise like “high quality” or “vibrant colors.” I would stop running the seasonal collections we used to launch every few months just to have new inventory, because half of them sold under 20 units and ate design hours that were better spent improving the custom tool’s accuracy on faces and pets, which is what actually drove our repeat purchase numbers.
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