Generative Engine Optimization for DTC Brands

AI recommends 3 brands.
Be one of them.

Sansara makes your brand the one AI recommends — across ChatGPT, Perplexity, Gemini, and Google AI Overviews.

Your brand across 6 AI platforms
65%
of searches now end without a click
5.1×
higher conversion from AI-referred traffic
40–60%
of AI-cited sources rotate every month
The Shift

Google gave you ten links.
AI gives your customer one answer.

On Google, ten brands compete for position. You can bid, optimize, and earn your way onto the page.

On ChatGPT, AI names three to five brands. No second page. No scrolling. The brands in that answer win the customer. GEO puts you there.

AI shopping agents are already recommending and selling products on behalf of your customers. The brands with structured product data are capturing those sales. Yours should be one of them.

ChatGPT
"What's the best cruelty-free face serum for dry skin under $60?"
1.Competitor A — Hyaluronic acid + squalane blend, highly rated on Trustpilot
2.Competitor B — Ceramide-rich formula, recommended by dermatologists
3.Competitor C — Lightweight niacinamide texture, popular on Reddit
Your brand wasn't mentioned.
Not because it's worse — because AI doesn't know it exists.
What We Do

What does Sansara do?

Sansara is a Generative Engine Optimization agency built exclusively for DTC and ecommerce brands. We make your brand the answer when ChatGPT, Perplexity, Gemini, and other answer engines recommend products in your category. Three capabilities, one engagement.

AI Search Positioning

We optimize your content, structured data, and entity presence so AI platforms cite your brand when customers ask for recommendations in your category.

Product Data for AI Agents

AI shopping agents on ChatGPT, Perplexity, and Google need structured product data to recommend and sell your products. We format your catalog so agents can find, evaluate, and choose you.

AI Brand Narrative

Showing up is only half the story. We monitor how AI characterizes your brand across every platform — and shape the narrative so what AI says about you matches what you'd say about yourself.

How It Works

How does Sansara's GEO process work?

01

Map

We test how your brand appears across ChatGPT, Perplexity, Gemini, Copilot, Claude, and Google AI Overviews — using the exact prompts your customers are asking. You get a baseline AI citation scorecard showing where you stand, where competitors show up, and where the gaps are.

Week 1–2
02

Build

We deploy schema markup, restructure your content for AI retrieval, optimize product data for shopping agents, and build the entity signals that make AI trust and cite your brand. This is hands-on execution, not a report you have to implement yourself.

Week 2–8
03

Compound

AI citations rotate constantly — 40 to 60% of sources change every month. We track your visibility across every major AI platform, publish monthly reports with real citation data, and continuously optimize so your presence compounds instead of fading.

Monthly, ongoing
The Opportunity

Why are DTC brands shifting from SEO to AI search?

AI search optimization is no longer optional. These aren't projections — this is what's happening right now in the categories where your customers shop. Brand visibility in AI is the new front line.

25%
of Google searches now return AI-generated answers instead of traditional link results — up 57% since late 2025. Zero-click search is replacing the results page.
Google, 2026
900M
weekly users on ChatGPT, with Instant Checkout live through the Agentic Commerce Protocol. AI isn't just recommending — it's selling.
OpenAI, 2026
73%
of consumers already use AI somewhere in their shopping journey. For DTC brands, this means your product page is no longer the first impression — AI's answer is.
Morgan Stanley, 2025
98%
of CMOs are investing in GEO. The question isn't whether this matters — it's whether you're early enough to capture disproportionate share.
Industry survey, 2026
Why Sansara

Why choose Sansara over other GEO agencies?

DTC-native

Every major GEO agency leads with B2B software companies. We chose the other side. Product catalogs, shopping agents, review ecosystems, consumer purchase prompts — that's our world. The strategies that work for enterprise SaaS don't work for ecommerce. We know the difference because it's all we do.

Hands-on execution

We don't hand you a monitoring tool and call it a service. We write the content, deploy the structured data, build the entity signals, and shape the narrative. You get outcomes in your monthly report — not a login to a platform you have to figure out yourself.

Full-stack, one retainer

AI search visibility, product data optimization, and brand narrative monitoring aren't three services — they're three dimensions of the same problem. We handle all three inside one retainer because that's how AI actually works. You don't need three vendors. You need one who gets the whole picture.

Our Services

What are Sansara's GEO service tiers?

Every tier includes a dedicated strategist, monthly reporting, and hands-on execution. Pick the scope that matches your catalog and growth stage.

Foundation
For brands ready to start showing up in AI answers. This is where it begins.
  • AI visibility audit across 6 platforms
  • Schema & structured data deployment
  • 4 content optimizations per month
  • Monthly AI citation report
  • Your time: ~2 hours/month
Start with an Audit →
Command
For brands with large catalogs that need full-spectrum AI visibility — search, shopping agents, and narrative control.
  • Everything in Growth
  • 12+ content operations per month
  • Full catalog product data optimization
  • AI brand narrative monitoring & shaping
  • PR-driven citation campaigns
  • Weekly reporting + real-time alerting
  • Your time: ~4 hours/month
Discuss Command →

Find out what AI tells your customers about you.

We'll run your brand through 6 AI platforms and show you what comes back. Takes 30 seconds to request — we deliver the report.

See What AI Says About You →