Your next customer may never visit Google.

Shoppers are asking ChatGPT, Gemini, and Perplexity what to buy — and trusting the answer. We make sure AI assistants can find, understand, and recommend your products.

$100M+ revenue driven300+ brands scaled10+ yrs in ecommerceFounded by 8-figure operators
AI Assistant
What's the best organic skincare set for sensitive skin under $80?
Comparing 40+ brands · reading product data · checking reviews
Your Brand — Gentle Botanical Set
Fragrance-free · 4.8★ · $72 · dermatologist tested
RECOMMENDED
Competitor A
Missing product data — skipped
Competitor B
Not machine-readable — invisible to AI
300+ brands scaled · $100M+ revenue driven
TOMMY JOHNINVICTABones CoffeeREVLONFlavorGodZIMBADevotion Nutrition
The shift is already happening

Search didn't die. It moved into the conversation.

Instead of typing keywords, consumers ask complete questions. AI evaluates products, compares brands, explains differences — and recommends winners. Soon it will complete the purchase.

01

Traditional Search

Keywords in, ten blue links out. Brands competed for rankings.

02

AI Search

Full questions in, one synthesized answer out. AI evaluates sources and explains differences.

03

AI Shopping

Assistants compare products conversationally and recommend specific brands with reasons.

04

AI Purchasing Agents

Agents complete the checkout. Shopify Agentic Storefronts are already transacting today.

Not sure where your brand sits on this curve? Find out in a free 30-minute audit →
The new ecommerce funnel

Brands are being filtered out before anyone reaches Google.

The decisive moment now happens inside the answer. If AI doesn't select your brand at step two, the rest of the funnel never sees you.

STEP 1Question"What's the best … for …?"
STEP 2AI evaluates sourcesReads product data, reviews, mentions — filters the field.
STEP 3Brand selectedA shortlist of one to three brands gets named.
STEP 4Website visitedThe shopper arrives pre-sold, deep in consideration.
STEP 5PurchaseAI referrals convert better than non-AI traffic.

The critical filter is step 2 — AI reads structured data, product context, reviews, and third-party mentions to decide which brands even make the shortlist. That's the layer we optimize.

See where you get filtered out — free audit →
The visibility gap

Why brands are losing AI visibility

Most ecommerce sites were built to rank, not to be understood. These are the failure points we see in nearly every audit.

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Weak structured data

Missing or broken schema means AI can't confirm prices, availability, or reviews.

Generic product descriptions

Copy that could describe any product gives AI nothing specific to recommend.

Thin educational content

No buying guides or comparisons — so AI cites your competitors' instead.

Poor entity recognition

AI isn't sure who you are, what you make, or how you relate to your category.

No semantic depth

Pages answer one keyword, not the hundreds of ways shoppers actually ask.

Inconsistent brand information

Conflicting details across the web make AI hedge — and skip you.

Missing product context

No use cases, materials, or compatibility data — the details AI compares on.

Outdated SEO strategy

Optimizing for rankings while the decision moved into the answer itself.

No AI optimization

Nobody is measuring — or improving — how often AI mentions the brand at all.

Most audits surface 5+ of these gaps. See which ones are costing you recommendations →
Our AI Visibility Framework

Eight steps from invisible to recommended.

A repeatable methodology — audit first, then systematically rebuild how AI systems read, understand, and cite your brand. Click any step to see what's inside.

Start with the free audit
01

AI Visibility Audit

We test hundreds of real buying prompts across ChatGPT, Gemini, Claude, Perplexity, and Google AI Mode to establish exactly where you appear today, where competitors appear instead, and why. You get a scored baseline before we change anything.

02

Website Analysis

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A machine-readability review of your site: rendering, crawlability for AI agents, bot access, page structure, and how much of your content LLMs can actually parse. Most retail product pages are only partially readable by AI.

03

Entity Optimization

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We strengthen how AI understands your brand as an entity — consistent naming, category associations, founder and origin facts, and knowledge-graph signals across your site and third-party sources.

04

Schema Improvements

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Product, Offer, Review, FAQ, and Organization markup implemented and validated — so AI can confirm price, availability, ratings, and specs without guessing.

05

Content Expansion

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Buying guides, comparison pages, and structured FAQs written the way shoppers actually ask — the pages AI systems cite most when composing recommendations.

06

Product Context Enhancement

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Enriching PDPs with use cases, materials, compatibility, sizing, and differentiators — the attribute-level detail AI uses to compare you against alternatives.

07

Citation Optimization

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Roughly 85% of AI brand mentions trace to third-party pages. We build presence in the review sites, listicles, and communities LLMs treat as evidence.

08

Continuous AI Monitoring

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Monthly tracking of mentions, citations, and share-of-voice across every major platform — with re-testing as models and shopping surfaces evolve.

Client results

Real revenue from AI channels. Not projections.

Live dashboards from client stores — Shopify Agentic Storefront revenue, LLM mention tracking, and GA4 traffic sourced directly from chatgpt.com.

Supplements & WellnessShopify · DTC

$2,025 in 30 days from Agentic Storefront visits alone

Challenge

Strong organic rankings and paid performance, but AI assistants never named the brand. ChatGPT traffic was a rounding error.

What we did

Full schema rebuild, product feed optimization, entity cleanup, comparison content, and citation building across review sources.

Now appears for prompts like

"best clean protein for women that actually tastes good"

149
Agentic Storefront visits / 30 days
9.77%
key event rate from chatgpt.com (+173%)
Shopify Agentic Storefronts: $2,025.23 earned from 149 visits in 30 days
AI visibility dashboard: 84K monthly audience, 53 ChatGPT mentions
GA4: 133 users from chatgpt.com with 51 key events

Left to right: Shopify Agentic Storefront revenue, LLM mention tracking (84K monthly audience, ChatGPT-led), and GA4 showing chatgpt.com as a measurable converting channel.

Beauty & Personal CareShopify · DTC

ChatGPT sessions up 65% — and now driving revenue

Challenge

A crowded category where AI answers consistently recommended two bigger competitors.

What we did

Ingredient-level product context, structured FAQs, review schema, and LLM-friendly buying guides targeting the exact questions shoppers ask.

Now appears for prompts like

"gentle skincare routine for sensitive skin — which brands do dermatologists recommend?"

+65%
ChatGPT store sessions, 30 days
44.4K
monthly AI audience reached
Shopify Agentic Storefronts: $1,747.15 earned from 15 visits, ChatGPT sessions up 65%
AI visibility dashboard: 44.4K monthly audience, ChatGPT 43.3% of mentions
GA4: 120 users from chatgpt.com sources

$1,747 earned from just 15 Agentic Storefront visits — AI-referred shoppers arrive pre-sold. Mentions now led by ChatGPT at 43%.

Apparel & Team SportsShopify · DTC

From zero AI presence to 17.8K monthly audience in 6 months

Challenge

A niche store with no AI footprint at all — zero mentions, zero citations, zero assistant traffic.

What we did

Ground-up program: technical AI readiness, merchant feed optimization, entity building, and Gemini-focused content architecture.

Now appears for prompts like

"best custom apparel for youth teams — where should I order?"

+75%
Microsoft Copilot sessions
17.8K
monthly AI audience, from zero
AI visibility dashboard: monthly audience growing from zero to 17.8K, Gemini leading at 48.3%
Shopify Agentic Storefronts: $1,213.92 earned from 7 visits, Copilot up 75%
GA4 baseline: first chatgpt.com referral sessions appearing

The audience curve went from flat zero to 17.8K/month. First agentic revenue: $1,213 from only 7 visits — $173 per visit.

Get results like these — book your free audit
Or see more wins on the SAMA Labs Wall of Proof →
Scope of work

What we actually optimize

Not a checklist of blog posts. Every layer an AI system touches when it decides whether your brand is worth recommending.

Technical AI Readiness

  • AI-readable website architecture
  • AI-readable formatting
  • Internal linking
  • Semantic architecture
  • Image metadata & alt tags

Product & Feed Data

  • Product feed optimization
  • Merchant Center enhancements
  • Schema markup
  • Product education & context
  • Collection optimization

Content & Semantics

  • Comparison content
  • Buying guides
  • Structured FAQs
  • FAQ optimization
  • LLM-friendly copy

Authority & Entity

  • Brand entity building
  • Knowledge graph signals
  • Review content
  • LLM citation optimization
  • Authority building
Get the full scope for your store →Every engagement starts with the free audit — no retainer required to see the gaps.
Why this matters now

The channel is compounding while most brands wait.

Published industry data, not agency projections.

393%
YoY growth in AI-referred traffic to U.S. retail sites in Q1 2026.
Adobe Analytics, Q1 2026
54%
Higher conversion rate from AI-referred visitors vs. non-AI traffic (May 2026).
Adobe Analytics, May 2026
39%
Of consumers have used AI for online shopping — 85% say it improved the experience.
Adobe consumer survey, 2026
25%
Projected drop in traditional search engine volume by 2026 as AI assistants absorb queries.
Gartner
The brands winning this channel started before it peaked. Claim your position while it's early →

Frequently asked questions

What is AI Search Optimization?

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It's the practice of making your brand discoverable, understandable, and recommendable to AI systems — ChatGPT, Gemini, Claude, Perplexity, Copilot, and Google AI Mode. Instead of optimizing pages to rank in a list of links, we optimize how AI reads your product data, evaluates your brand, and decides whether to recommend you in an answer. It's also called Generative Engine Optimization (GEO).

How is this different from SEO?

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SEO wins rankings; AI Search Optimization wins recommendations. SEO targets keywords and links. We target how language models parse your product data, resolve your brand as an entity, and weigh third-party evidence. Much of the work — schema, feeds, entity signals, citation building — sits outside a traditional SEO scope.

How long does it take to see results?

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Technical fixes (schema, feeds, readability) often show movement in 4–8 weeks as AI systems re-crawl. Entity and citation work compounds over 3–6 months. Our case studies above show measurable assistant traffic and agentic revenue within the first two quarters.

Which AI platforms do you optimize for?

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ChatGPT, Gemini, Claude, Perplexity, Microsoft Copilot, Meta AI, and Google's AI Overviews / AI Mode — plus emerging agentic surfaces like Shopify's Agentic Storefronts. Because they share underlying signals (structured data, entities, citations), the work transfers across platforms.

Can you actually measure AI visibility?

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Yes. We track brand mentions, citations, and cited pages per platform, monthly AI audience reach, and downstream signals — GA4 traffic from chatgpt.com and other assistants, plus Shopify Agentic Storefront sessions and revenue. Every engagement starts with a scored baseline so improvement is provable.

Do you work with Shopify?

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Shopify is our primary platform. We optimize merchant feeds, product data, and theme architecture, and we set clients up for Agentic Storefronts — the screenshots on this page are live Shopify dashboards from client stores.

Can this replace SEO?

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No — and be wary of anyone who says it can. Strong traditional SEO remains a foundation AI systems draw on. This work extends it to where decisions increasingly happen. Most clients run both, sharing the same content and data investments.

How often should optimization be updated?

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Continuously. Models retrain, shopping surfaces launch, and citation sources shift — what worked for ChatGPT last quarter may not hold after the next model release. We re-test prompts monthly and adjust as platforms evolve.

Still have questions? Text our team or email letsgrow@sama-labs.com

If AI can't recommend your brand, your competitor wins.

AI visibility is becoming one of the highest-converting acquisition channels in ecommerce. The audit is free — knowing where you stand shouldn't cost anything.

Book My Free AI Visibility Audit
30 minutes · we review your current AI visibility live on the call · or start with the instant free AI scan