Submit
Send the public brand URL, hero product, use case, and deadline.
For Shopify & DTC agencies
Offer a white-label AI Shopping decision audit.
You keep the client relationship, branding, and pricing. We fulfil a fixed-scope, five-page decision brief within 48 hours— without another platform, analyst hire, or client meeting.
Client-readyWhite-label48-hour fulfilment
The service in one sentence
A productized fulfilment layer for agencies that need to answer an occasional AI Shopping client question without building a new practice, buying another dashboard, or giving up the client relationship.
White-label workflow
From four public fields to a client-ready brief.
The agency owns the commercial relationship. We own the fixed research and fulfilment scope.
Confirm Fit
Receive Fit or Not fit, exact scope, and the applicable invoice before work begins.
Fulfil
We verify product facts, counterevidence, sources, and 12 dated model observations.
Forward
Your agency receives the approved white-label five-page PDF within 48 hours.
Complete public delivery sample
Review the client deliverable before you introduce the service.
The Smart Birdy demo is a complete five-page audit—not a mockup or gated teaser. It includes the decision summary, evidence chain, 30-day action plan, exact prompts, sources, limits, and stop conditions.
Open the full public sample →One scene to fund. One to prove. One to leave alone.
FundBeauty, fashion & event trips
Build one exact-set packing demonstration.
Validate2–4 day business trips
Run the physical one-bag and airline-sizer test first.
Avoid · Moving two packed rollers
Spend $0 this cycle. Current constraints make this a product problem, not a content gap.
What the client receives
A decision brief, not another visibility score.
Every recommendation is bounded by current product facts, independent evidence, the strongest counterevidence, and a measurable next decision.
Fund
The scene that deserves concentrated 30-day budget.
Validate
The scene that needs one bounded proof step before spend.
Avoid
The scene the client should leave alone this cycle.
Act
DRI, effort, review date, and Continue / Adjust / Stop gates.
Decision research
See the method applied to concrete AI Shopping questions.
These public research pages explain scene selection, evidence building, and purchase distance without presenting mentions as proof of demand or sales.
Should a DTC brand fund AI Shopping? One product, three answers.
The Our Place case introduces proof debt: every product promise must earn its own Fund, Validate, or $0 decision.
Budget decision receipt
Our Place · Always Pan 2.0
Client question: Should we fund the whole “10-in-1” story?
Fund1–2 person weeknight meals
ValidateReplacing a full cookware set
$0Replacing stainless steel for repeated high-heat searing
Independent public research · Not commissioned or endorsed by Our Place · Not a client result
Should a Shopify brand target “best carry-on luggage” in ChatGPT?
A public luggage sample turns three plausible buying questions into Fund, Validate, and Do Not Scale decisions.
Read the scene-selection research →What evidence supports a ChatGPT product recommendation?
A small-dog harness sample ranks product facts, demonstrations, independent proof, and credible boundaries.
Read the evidence-allocation research →How close is an AI shopping question to an actual purchase?
A five-proxy framework separates category topics, research questions, and decision questions without claiming direct AI attribution.
Read the purchase-intent research →Why aren’t Shopify products showing in ChatGPT Shopping?
A four-layer diagnostic separates eligibility, product data, buying-scene fit, and the gaps that actually deserve budget.
Run the visibility-gap diagnostic →Bounded fulfilment
Your agency stays in front. We stay behind the deliverable.
A paid order replaces the public-demo identity with the accepted agency name, logo or text identity, colours, and client-facing contact. No end-client email, account access, or meeting is required.
Public data onlyNo platform access · No ongoing monitoring · No outcome guarantee
Start with the deliverable
View the complete five-page sampleOpen the complete sample before you share a client.
Review the five-page PDF, evidence limits, white-label scope, and client hand-off format with no email gate.
FAQ
Before your agency offers the audit.
Is this another AI visibility platform?
No. This is a fixed-scope, human-reviewed fulfilment service. Your agency receives a five-page client-ready decision brief, not a dashboard, subscription, or ongoing monitoring account.
What does the agency keep?
Your agency keeps the client relationship, client communication, pricing, and approved white-label identity. We do not contact the end client or require access to their accounts.
What does the audit decide?
It compares three high-intent AI Shopping scenes and assigns one Fund, one Validate, and one Avoid decision, with evidence, counterevidence, a 30-day action, DRI, review date, and Continue / Adjust / Stop conditions.
What is the Founding Pilot price?
The first three accepted audit slots are $249 wholesale, one time. We confirm Fit or Not fit and the exact scope before an invoice exists.