
Sleep and wellness · DTC · March–June 2026
How Wildcard made Dosaze the most-cited source for orthopedic pillows in 60 days.
Dosaze is a fast-growing orthopedic pillow brand. It doubled in 2025 on the back of paid Google Ads, which drove more than 90% of new customer acquisition. When shoppers started asking ChatGPT and Perplexity for pillow recommendations instead of searching Google, Dosaze was invisible. Wildcard was hired to change that.
AI-attributed monthly revenue
In 60 days. Referral traffic and orders from AI surfaces in Dosaze's own analytics, March to May 2026, at a 12% conversion rate from ChatGPT.
The problem: one channel, one search box
Dosaze had a channel-concentration problem. Paid Google Ads drove more than 90% of new customer acquisition. It worked, but two things were shifting underneath it:
- Shoppers were bypassing Google. Dosaze's post-purchase survey was already picking up customers who said they discovered the brand through ChatGPT and Perplexity. The signal was small, but growing every month.
- Competitors owned the AI answer. When Wildcard ran the first audit, Dosaze appeared in 1 out of ~60 tracked queries. Established brands took every other slot. The source layer was worse: Sleep Foundation, Healthline, Wirecutter, and Tom's Guide were being cited hundreds of times per audit while Dosaze barely surfaced.
- The CAC math was tightening. Growing paid spend to keep up with search-behavior shifts was expensive and defensive. Dosaze needed an earned channel that would compound, not another auction to win.
To reduce dependence on Google Ads, Dosaze had to be recommended more often by AI as a brand and cited more often by AI as a source. Wildcard instrumented a 970-query panel across four AI surfaces, baselined every metric, and ran a four-phase program.
The starting line · March 1, 2026
1.2%
Brand presence
Roughly 1 in 86 queries mentioned Dosaze.
#3
Source rank
162 citations per audit.
1×
AI revenue baseline
March 2026 baseline from client-reported referral traffic.
The approach
01
Baseline the invisible
Weeks 1–2
Wildcard mapped Dosaze’s paid keywords to real LLM prompts, tracked 170 buyer queries daily, and locked the starting picture: 1 mention out of ~60 queries.
02
Fix the catalog AI sees
Weeks 3–5
Product-page schema, feed attribute optimization, and hero-SKU rewrites landed first so every recommendation had accurate facts to cite.
03
Publish faster than the category
Weeks 6–10
Blog automation shipped 2–3 posts per day across the full catalog. New persona-targeted collection pages and neck-pain-focused guides began appearing in AI answers.
04
Compound with earned sources
Week 11+
Publisher outreach, Reddit thread monitoring, and YouTube citation tracking pushed Dosaze past Sleep Foundation, Healthline, and Wirecutter as the most-cited source in category.
The work shipped
163
Blog posts published
Listicles, guides, reviews, comparisons, and FAQs.
9
Product-page rewrites
Hero pillow and mattress lines.
4
Collection pages
New persona-targeted collection hubs.
The results
| Metric | Mar 1 | May 31 | Jun 28 | Lift |
|---|---|---|---|---|
| Brand presence | 1.16% | 7.47% | 23.25% | 20× |
| Share of voice | 0.28% | 1.97% | 3.51% | 12.5× |
| Source citations | 162 | 232 | 571 | 3.5× |
| Source rank | #3 | #2 | #1 | N/A |
Share of voice by AI surface
| Surface | April | May | June |
|---|---|---|---|
| Perplexity | 0.82% | 4.13% | 3.91% |
| Google AI Overviews | 0.00% | 0.20% | 3.86% |
| Google Gemini | 0.00% | 0.85% | 3.64% |
| ChatGPT | 0.13% | 0.46% | 1.12% |
What another brand should expect
Dosaze's program worked because it started on a real problem, not a vanity metric. The story most brands can borrow: reduce single-channel dependence by earning a place in the answer that increasingly replaces the search box.
Week 1
Daily audits live, paid keywords mapped to LLM prompts, and the baseline locked.
Weeks 2–5
Catalog and schema fixes ship first so recommendations have accurate facts to cite.
Weeks 6–10
Content and collection pages compound as AI Overviews and Gemini start indexing.
Week 11+
Publisher outreach and community signal pushes source rank up. AI-attributed revenue becomes a real line in the P&L.
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