Generative Engine Optimization for DTC brands.
Direct-to-Consumer brands selling considered-purchase products through their own channels.
AI shopping assistants increasingly mediate the discovery → consideration journey. ChatGPT and Perplexity are now product-research surfaces. Brands missing from those answers lose the consideration set before they even know it.
+20 percentage point citation lift in 60 days.
Or you get a full refund. Single fixed-fee, single SKU, single outcome — built specifically for dtc brands brands ready to win the AI-search era.
Apply for a Sprint →The 5 most common GEO gaps in DTC brands
- Product pages lead with brand voice instead of comparison-friendly facts.
- Ingredient, material, and certification details aren't structured for retrieval.
- Reddit and creator-content presence is thin.
- Reviews live only on Shopify-native widgets — not crawlable as third-party signals.
- Founder story and brand entity aren't established in Wikidata or Crunchbase.
Each of these is fixable in a 60-day Sprint. CiterLabs's methodology breaks remediation across five mechanisms — entity strength, answer-ready content, third-party signals, schema clarity, and freshness — and ships measurable improvements weekly.
What buyers in DTC brands are asking AI engines
These are the prompts a real dtc brands buyer types into ChatGPT, Claude, or Perplexity when researching the category:
- Best [category] for [use case]
- [Brand] vs [competitor brand] which is better?
- Is [brand] worth the price?
- What is the cleanest [product category]?
- [Brand] reviews — are they legit?
Each of those queries returns an AI-generated answer that cites a small number of brands. If yours isn't one of them, you're losing the consideration set before the buyer ever clicks anything.
What CiterLabs actually does for DTC brands clients
Days 1–7: a baseline citation-share measurement across 50 priority prompts in DTC brands, across ChatGPT, Claude, Perplexity, and Google AI Overviews. Output: ranked list of prompts where you're invisible and ranked list of where you're already strong.
Days 8–45: execution. Top 30 cornerstone pages restructured for passage extraction. Schema buildout. Entity registration in Wikipedia, Wikidata, and Crunchbase where eligible. Third-party signal seeding through Reddit, listicles, podcast outreach.
Days 46–60: re-measurement. Executive report. If we missed +20 percentage points across the agreed prompt set: full refund, no fight, no fine print.
Run a free GEO Score for your dtc brands brand.
Paste your domain, get a citation-share preview across ChatGPT, Claude, and Perplexity in about 30 seconds. Free, no commitment, real numbers.