Open your Amazon listing, your Instacart page, your website product page, and a retail partner's site if applicable. Put them side by side.
Are your ingredients list, nutrition facts, allergen info, and certifications identical across all of them? Or are there discrepancies, missing fields, or vague language?
Why it matters:
AI assistants cross-reference. If your Amazon listing says "gluten-free" but your website doesn't mention it, the AI flags inconsistency and downgrades trust. Fix the gaps now before they cost you algorithmic visibility.
What to do this week:
Create a single source-of-truth spreadsheet with every structured attribute: ingredients, nutrition facts, certifications, allergens, claims. Use this to standardize across all channels. Start with the platforms where you have the most traffic.
Swap marketing fluff for parseable facts.
Instead of "packed with goodness," say "12g plant-based protein per serving." Instead of "better-for-you," say "USDA Organic, non-GMO verified."
Why it matters:
AI can't parse "goodness." It can parse "12g protein" and "USDA Organic." Verifiable claims get surfaced in filtered searches like "show me protein bars over 15g protein with no added sugar." Vague claims get ignored.
What to do this week:
Go through your website copy and product listings. Circle every claim that's subjective or marketing-speak. Rewrite it as a data point or remove it. If you can't measure it or verify it, an AI assistant won't trust it.
If you have a Shopify or WordPress site, install a schema plugin like Schema Pro or Yoast and turn on Product schema. If you're on a custom site, work with your dev to add JSON-LD structured data to your product pages.
Why it matters:
Schema markup is the language AI assistants and search engines use to understand your product. Without it, your site is just words on a page. With it, you're machine-readable. This is how Google Shopping, voice assistants, and AI recommendation engines pull accurate product information.
What to do this week:
Use Google's Rich Results Test to check if your product pages have schema markup. If they don't, add it. Even basic Product schema (name, image, description, price, availability) is better than nothing. If you're technical, here's Google's Product schema guide.
Make sure your GTIN (Global Trade Item Number) or UPC is visible and consistent across Amazon, Instacart, Google Shopping, and any retail partner portals.
Why it matters:
GTINs are how retail algorithms and AI assistants identify and track your product across platforms. If your GTIN is missing or inconsistent, you're invisible to cross-platform recommendation engines. This is the unique identifier that connects your Amazon listing to your Instacart presence to your Google Shopping results.
What to do this week:
Search your GTIN on Google. Does your product show up in Google Shopping results? If not, your data isn't being indexed properly. Add your GTIN to every platform where it's missing. If you're selling on Amazon, make sure it's in the product identifiers section. If you're working with distributors, confirm they're using the correct GTIN in their systems.
Put a QR code on your packaging (or plan for it in your next print run) that links to a simple landing page with: product story, ingredient sourcing, certifications, and a way to capture the customer's email or phone for replenishment reminders.
Why it matters:
This is your first-party data capture in a world where retailers own the transaction. It's also how you stay relevant when an AI assistant is deciding whether to reorder your product or suggest a competitor. If you have direct contact with the customer, you can remind them when they're likely running low. If you don't, the AI decides — and it might not pick you.
What to do this week:
Create a simple landing page. It doesn't need to be fancy — a Shopify page, a Notion page, even a Google Site works. Include: your product story, where you source ingredients, your certifications, and an email/SMS signup for reorder reminders. Generate a QR code using a free tool like QR Code Generator. Test it on your phone. If you're printing packaging soon, plan to add it. If not, you can still start capturing data by adding the QR code to your retail shelf talkers, farmers market signage, or email signature.
The bigger picture
These five moves won't solve everything. But they will put you ahead of most CPG founders who don't realize yet that discovery is happening in layers they can't see.
The brands that win in this environment aren't just pretty — they're legible to machines and magnetic to people. They understand that brand strategy now includes infrastructure decisions most creative teams aren't thinking about yet.
This is the CPG brand conversation nobody else is having with you. And it's exactly why the gate 2 moment — when product is real, brand work is about to begin, but the strategic window is still open — matters more than ever.
