The Visibility & Trust gap
Three things AI tools, retailers, and consumers ask of every bottle they meet.
A UPC that scans answers none of them.
Can I find it?
When a shopper asks ChatGPT for "a sustainably-made craft bourbon under $50," the assistant reads structured product data, not your label. If your data isn't in the right shape, the question never reaches your bottle.
Can I compare it?
Buyers, marketplaces, and AI tools compare brands across category, origin, style, price, occasion, provenance. If your competitor's data is cleaner and more complete, they are more likely to show up in those comparisons while your bottles are left out.
Can I trust it?
Provenance, authenticity, batch detail, age claims, sustainability certifications. Without complete, consistent data behind the bottle, the trust signals retailers and consumers look for aren't there to be found - and the post-scan experience falls flat.
Found. Compared. Trusted.
Purchasing decisions are shifting from human to machine. AI agents are already live in the market - searching for products, comparing options, and executing transactions on behalf of consumers.
They read your bottle through structured product data. If your data isn't found, compared, and trusted at that layer, the transaction never reaches you. A UPC that scans at checkout is the floor - the ceiling is product identity that's complete, comparable, and trusted across every layer of commerce a craft spirits brand will now meet.
Walmart & Target on Gemini + Copilot
Both retailers have moved their product catalogs onto Google Gemini and Microsoft Copilot. The catalog now lives inside the AI agent's context - not behind it.
Mastercard agent-led transactions
Mastercard has demonstrated a complete agent-led purchase - search through secure payment, end to end, without human involvement. The infrastructure for agentic spend is already in place.
OpenAI commerce protocol with Stripe
Live with brands like Glossier and Spanx. The agent finds, compares, and checks out inside the chat - without leaving the conversation. Brands without clean structured data don't get surfaced.
Post-scan consumer experiences
When the bottle is scanned in-store or at home, the data behind the code decides what the consumer sees - provenance, batch detail, age verification - or a dead link.
When AI tools, retailers, or consumers compare your bottle against competing brands - is your data helping you get found and chosen, or making you harder to understand?
Reading structured product data today
And many other invest billions into AI
The Audit
A visibility & trust diagnostic, in 7 days.
What This Gets You
A visibility & trust diagnostic - not a data cleanup project.
The audit answers one question: when AI tools, retailers, and consumers compare your bottle against competing alcohol brands, is your data helping you get found and chosen - or making you harder to understand?
Fixed scope, fixed fee, fixed 7-day timeline. You walk away with a written report, a competitor benchmark you can put in front of a buyer, and a roadmap your team can act on by Monday.
About the meeting
The 30-min call is a fit check, not a pitch. We walk you through scope, answer questions, confirm whether the audit makes sense for your brand. If it doesn't, we say so on the call.
Digital Identity Audit · Alcohol & Spirits
$990
$2,999
Flat fee
Delivered in 7 days
Stakeholder mapping
Data location audit
Quality assessment vs the 7 GS1 essentials
Competitor benchmark - your top 3
Strategic roadmap with prioritized fixes
Trusted by 40+ craft brands
Got their bottle ready to be found, compared, and trusted in the next layer of commerce.
Five things on day 7.
A written report with a clear view of where your product data stands, how it compares against competing brands, and what to fix first. Yours to act on, with us or without. The roadmap prioritizes fixes by impact on discoverability, comparability, and trust.
Business process mapping
01
We map where product data is created, used, and passed between teams - from product design and supply chain to manufacturing, marketing, sales, and order-to-cash.
Stakeholder mapping
02
We identify who creates, edits, approves, and owns product data, and where responsibility is unclear.
Data location audit
03
We show where your bottle-level data lives, where it is duplicated or inconsistent, and whether there is one reliable source of truth.
Quality assessment
04
We assess whether your GS1 records are complete enough to support trusted identification, AI discovery, and Verified by GS1 readiness.
Competitor benchmark
05
We compare your product data against three relevant competitors to show whether your brand is easier or harder to find, compare, and trust.
Strategic roadmap
06
You leave with a roadmap showing what to fix now, what can be handled internally, and what implementation path makes commercial sense.
See what the report looks like before you buy it.
The audit is delivered as a written PDF report. The audit is structured to deliver maximum value and actionable steps for your business.
Detailed tables that make the gaps obvious
The report uses structured tables to show what data exists, who owns it, where it lives, where it breaks, what business risk it creates, and more. You do not need to interpret a vague consulting memo - the gaps are laid out clearly.
See how product data moves through the business and where handoffs create gaps.
Missing, broken, or inconsistent data that weakens visibility and trust.
The important issues are pulled out
Key risks, warnings, and business implications are highlighted throughout the report, so you can quickly see what matters most and why it matters.
Written for business decisions, not just technical fixes
Each finding is explained from a commercial point of view: how it affects discoverability, trust, retailer readiness, operations, competitor position, or future implementation.
Competitor advantages and the improvements with the greatest impact.
About BIF
A small team. One specific job.
BIF helps US brand owners diagnose and build the product data infrastructure behind their GTINs, UPCs, and digital product identity.
The Digital Identity Audit shows what is broken first: who owns the data, where it lives, how complete the GS1 records are, how the brand compares to competitors, and what to fix next.
From there, BIF can help implement the roadmap - from GS1 field completion and product record cleanup through to Digital Link, AI discovery, retailer systems, and post-scan product experiences.
40+
Craft brands audited
7 Days
Craft brands audited
US
Alcohol & spirits focus
Hui Newnham
Managing Partner and Founder
From Pain to Fix
Five problems we see on every call.
And exactly which deliverable from the audit resolves each one. The audit isn't abstract - every line item maps to something you're already losing time or money on.
01
The Pain Today — "I'm fine"
“We are fine. Our distributor has us set up correctly. Our website team says they handle the AI side. I have no reason to believe there is a problem. That is also what I would say if I did not know there was one. And I am not looking for another software subscription.”
What The Audit Delivers
Stakeholder mapping
Who creates, approves, and owns your product data, and where responsibility falls through the gaps.
02
The Pain Today — Data chaos
“Our product data lives everywhere. Labels, distributor sheets, the website, our importer's system. They do not all match. Nobody owns it. I have been meaning to sort this out for two years and haven't. I have started a couple of times. It always looks simpler than it is.”
What The Audit Delivers
Data location audit
A map of where your bottle-level data lives today, where it is duplicated or inconsistent, and the single source of truth your team should standardise on.
03
The Pain Today — GS1 cost and complexity
“Someone told me I need to be GS1 compliant. I looked it up. It seems like something built for Walmart and Costco, not a craft distillery doing $7M a year. I do not know if I am paying for something I do not need, or missing something that will hurt me later.”
What The Audit Delivers
Quality assessment
A field-by-field review of your GS1 records against the seven essentials. Which ones matter for a brand your size, which are non-negotiable for retail readiness, and what you can safely leave for later
04
The Pain Today — Competitive blind spot
“I assume we are competitive because our product is genuinely good. But I do not know whether distributors or AI tools are finding our competitors first because their data is cleaner. There are free online tools that show this clearly and quickly. I have never looked.”
What The Audit Delivers
Competitor benchmark
Your product data against 1-3 relevant competitors using the same checks. Where you are ahead, where you are behind, and what the gap looks like in practice.
05
The Pain Today — Digital Link comprehension gap
“I keep hearing about Digital Links. I have no idea what they actually do for a brand my size. Someone is asking me to sign up for a service. I do not know what configuration makes sense for us, what I am committing to, or whether the investment is justified.”
What The Audit Delivers
Strategic roadmap
Strategic roadmap plus 3-month Digital Link trial — a practical path forward with a 3-month subscription to a Digital Link management tool, base configuration built from your GTIN data.
- A fit call, not a pitch. -
30 minutes to know if the audit is right for you.
On the call, we'll confirm whether your brand is a fit, walk through what the audit covers, and give you a quick read on whether your current product data setup looks worth reviewing further.
What Clients Say
Customer Stories
I went in skeptical that there was anything new to learn about UPCs. I came out understanding why our category was being deprioritized in three different AI tools. The audit is less about data hygiene and more about whether your brand can show up at all in the next layer of commerce. Worth every dollar.
Ethan Cole
Founder · [Distillery TBC]
The competitor benchmark was the most useful 30 minutes I've had with an outside agency in years. We thought we were in good shape on product data - turned out two of our top 3 competitors had cleaner records and were already showing up cleaner in retailer searches. The audit gave us the exact 12 things to fix, in order.
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Maya Bennett
Founder · [Spirits brand TBC]
First time anyone explained what GS1 actually means for a brand our size in plain English - without a slide deck and without trying to sell us a six-figure project. The roadmap was something I could hand to my ops lead on Monday. We closed three of the five gaps inside a fortnight.
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Liam Foster
Brand Director · [Winery TBC]