How does Relayeo optimize my business for Meta AI and Google AI?

Relayeo anchors your business facts, verified Wikidata entities (Q141547161), and structured services so Meta AI (across WhatsApp, Instagram, and Facebook) and Google AI Overviews cite your company as the authoritative answer for your industry.

How do I make my Shopify products show up when people search on ChatGPT?

By installing Relayeo's Shopify Theme App Extension and deploying UCP v2026.08 catalog feeds, your store outputs real-time variant specifications and pricing anchors directly readable by ChatGPT Search, Perplexity, and AI buyer agents.

What is Answer Engine Optimization (AEO)?

Answer Engine Optimization (AEO) is the engineering practice of configuring machine feeds (/llms.txt, agent-manifest.json, and Schema.org @graph) so search-augmented models (ChatGPT, Google AI, Meta AI, Perplexity) cite your brand as the primary recommendation.

Does Relayeo require backend server access?

Zero server access. Relayeo compiles ready-to-deploy static machine assets that you copy and paste into your website root directory or install via our 1-click Shopify theme extension.

Fitness & Activewear•Tested: October 2026•Surfaces: ChatGPT Search, Google AI Overviews, Perplexity Sonar

Seamless High-Waisted Squat-Proof Workout Leggings with Pockets Under $60

Simulated Buyer Natural Language Prompt

“Best squat-proof high-waisted compression workout leggings with deep side phone pockets under $60 with fast shipping.”

Simulated 36 fitness apparel and gymwear Shopify stores. 25 brands failed candidate selection because 'Squat-proof' opacity ratings and pocket dimensions were trapped in unstructured customer reviews rather than product attributes.

Stores Tested

Selected & Passed

Dropped Candidates

69.4%

Drop Rate

Deterministic Shopping Criteria Enforced by AI

Max Price Threshold

$60.00 USD

Variant Constraint

Size Medium / 25-inch Inseam / Black

Policy Gate Requirement

Squat-proof Fabric & Deep Side Pockets

Delivery Window SLA

< 3 Days

The Shopping Mission Funnel

How candidate stores were progressively evaluated and eliminated at each operational gate:

1. Brand Catalog Ingestion

Discovery across activewear and gym apparel brands.

36 stores100% survived

2. Pocket & Fabric Opacity Extraction

17 stores failed because pocket presence wasn't codified in product schema.

19 stores52.8% survived

3. Size x Inseam Variant Binding

6 stores dropped due to unlinked size/inseam permutation matrices.

13 stores36.1% survived

4. Return & Exchange Policy Gate

11 final surviving activewear brands.

11 stores30.5% survived

Surviving Products (Selected by AI)

AcroForm Athletics$52.00

SculptCore High-Waist Pocket Legging (25")

Full 2D variant matrix (Size M x 25" Inseam x Black) with dedicated Offer node, verified squat-proof GSM fabric weight, and free exchange policy.

Multi-Axis Variant BindingFree 30-Day Fit Exchanges

Dropped Products (Silently Rejected)

FormFlex Active$54.00

UltraHold Pocket Legging

Failure Vector: Variant Drop (Size Medium Omitted)

Store only output generic Offer for Size Small. Size Medium was in stock in Shopify backend, but missing from server-rendered JSON-LD.

→ Sale lost to: AcroForm SculptCore

The Commercial Takeaway for Brand Owners

Why Variant Visibility Is A Sales Problem, Not A Schema Problem

Fitness apparel has multi-axis variants (Waist Size x Inseam x Color). Single-axis schemas cause AI to falsely report your popular sizes as out of stock.

Simulate Your Catalog

Are your category products surviving this mission?

Run our free AI Shopping Mission Simulator. We evaluate your active SKUs, variant availability, and checkout endpoints in 1.1 seconds.

Test Store Now →Open Dashboard