What is Generative Engine Optimization (GEO)?

Generative Engine Optimization (GEO) is the practice of optimizing content, structured data, and entity signals so a brand is cited and recommended inside AI-generated answers from ChatGPT, Perplexity, Gemini, Claude, Copilot, and Google AI Overviews. Unlike SEO, which targets the ten blue links, GEO targets the synthesised answer that AI models return.

Who does Sansara work with?

Sansara works exclusively with DTC and ecommerce brands on Shopify, Shopify Plus, WooCommerce, and modern ecommerce platforms. Best-fit categories include supplements, skincare, fitness, home goods, pet, personal care, coffee, and food and beverage.

How is Sansara different from a traditional SEO agency?

Sansara is built specifically for the AI-era marketing stack. Where SEO agencies optimise for blue-link rankings, Sansara optimises for AI citations, agentic commerce surfaces, and the brand narrative AI models return. Every workflow runs on a proprietary Marketing Engineering stack that compresses 20 hours of agency work into 3.

What does Sansara actually deliver?

Sansara writes the content, deploys the structured data, builds entity signals, optimises product catalog data for AI shopping agents, and monitors what AI says about the brand. Clients receive outcomes — not a login to a dashboard they have to learn.

Marketing Engineering for DTC

AI recommends three brands.
Be one of them.

Sansara is the outsourced team making DTC brands the answer AI gives — across ChatGPT, Perplexity, Gemini, Claude, Copilot and Google AI Overviews. Operator-led. Systems-backed. Zero dashboards.

See what AI says about you ↗ How it works

6 AI platforms 30–60 day signal

The shift

100M+

people now search with AI every day. The first three brands it names take the sale — or split it with the next two.

Source · Profound, 250M AI responses · 2025

Services

Three capabilities.

Sansara runs the full AI-era marketing stack. No separate vendors. No tools to log into. Only execution.

01 · AI Search◐

The cited answer

Content, structured data and entity signals so AI platforms name your brand when consumers ask what to buy.

Entity + topic mapping
Schema deployment
Retrieval-ready content ops
Citation scorecard

02 · Agentic Commerce◑

The product an agent can sell

Catalog optimisation so ChatGPT Shopping, Perplexity Shopping and Google's shopping agents can find, evaluate and recommend your SKUs.

Product data structuring
Feed + spec enrichment
Review + rating signals
Agent-readable copy

03 · Brand Narrative◒

The story AI tells

Monitoring and shaping what AI says about your brand across ChatGPT, Perplexity, Gemini, Claude and Copilot — before the first buyer ever types your name.

Narrative monitoring
Sentiment + gap analysis
PR-driven citation campaigns
Weekly brand pulse

The method

Map. Build.
Compound.

AI visibility isn't a one-time audit. 40–60% of cited sources rotate every month. We ship a system that keeps compounding.

Phase 01

Map the answer landscape.

Baseline citation scorecard across six AI platforms. Entity + topic mapping. Competitor gap analysis on the prompts your buyers actually type.
Week 1–2

Phase 02

Build the retrieval surface.

Schema deployment, content ops optimised for AI retrieval, product data structuring for shopping agents, entity authority across Knowledge Graph sources.
Week 3–10

Phase 03

Compound the signal.

Monthly citation tracking, narrative monitoring, competitive benchmarking. Continuous ops as the citation ecosystem churns.
Month 3 onward

Why now

The signal is already loud.

Four numbers that reframe the DTC acquisition stack.

900M

weekly active ChatGPT users asking what to buy, where, and why.

OpenAI · 2025

32%

of Google queries now trigger AI Overviews above the blue links.

Semrush · 2026

2.4×

underlying queries generated per single consumer AI prompt.

Profound · 250M responses

40–60%

of AI-cited sources rotate every month. One-time audits decay.

Sansara · internal

Positioning

Not a tool.
Not a traditional agency. A team.

Sansara covers the whole lifecycle from diagnosis to execution — and it's built for brands that sell products, not software.

	AI visibility tools	Traditional SEO agency	Sansara
Diagnosis	Dashboards you read	Keyword reports	6-platform citation scorecard
Execution	None — you hire it out	Blog posts, some schema	Content, schema, catalog, PR
Built for	All verticals	B2B SaaS	DTC & ecommerce only
Covers shopping agents	Measures them	Rarely	Yes — ChatGPT / Perplexity / Google
Model	SaaS subscription	Retainer + dashboards	Retainer, systems-backed operators

Engagement

Three tiers.

Pick the level of coverage. We handle the rest.

Foundation

Core Marketing Engineering coverage for brands just entering AI search.

AI visibility audit + baseline
Schema + entity deployment
4 content optimisations / month
Bi-weekly operator check-ins

Start with Foundation ↗

Growth · most picked

Growth

Full-spectrum coverage for DTC brands serious about compounding AI visibility.

Everything in Foundation
8 content pieces / month
Product data for AI agents
Entity + Knowledge Graph management
Competitor benchmarking
Weekly check-ins, monthly strategy

Choose Growth ↗

Command

Embedded Marketing Engineering team for brands where AI is the acquisition channel.

Everything in Growth
12+ content ops / month
Full catalog optimisation
AI brand narrative monitoring
PR-driven citation campaigns

Talk about Command ↗

Be the answer.

We'll run your brand through 6 AI platforms and show you exactly what comes back — what's cited, what's missing, and where the fastest wins are.

Get your AI visibility audit ↗ Read Why GEO

AI recommends three brands.Be one of them.