OnDutch — Visual Explainers

/ The gaps

Where good products disappear

The customer, looking for you, gets lost between what the founder knows, what the AI-scraped record retains, and what the model recommends. These five gaps are where it happens.

The Automation Gap

LLMs build a product record from inferences based on accessible marketing copy and scrapeable catalog data — a 30,000-foot record that roughly captures what a product is, never why the product was made that way or what makes the product different from every other product in the same category. The record looks complete. The record is a silhouette.[sources]

What AI tools capture about your product today

Product name

Madagascar Vanilla Extract, Pure

SKU

NMV-P-4OZ-001

Volume

4 fl oz / 118ml

Ingredients

Vanilla extractives, water, alcohol 35%

Category

Baking / Extracts

Price

$18.99

What shopping agents and language models alone can never reach

Why this extraction method

Cold extraction over 60 days. No heat. Preserves the floral aromatics that standard processing burns off in hours.

Why this source region

Altitude-grown in Sava, Madagascar. Cooler nights slow ripening, concentrating vanillin 2.4× vs lowland cultivation.

What the founder tells every buyer

"Use half what the recipe calls for. Any pre-2010 recipe was calibrated for lower-potency extract. Ours is twice as strong."

The same customer query — answered with and without OnDutch

"I'm converting my grandmother's 1960s vanilla cake recipe. How much of this should I actually use?"

I don't have enough information to advise on that. The product description does not include usage guidance. Please refer to the recipe or the manufacturer's website.

"I'm converting my grandmother's 1960s vanilla cake recipe. How much of this should I actually use?"

Use half what the recipe calls for. This extract is cold-processed at twice the potency of commercial-grade vanilla. Any recipe from before the 1980s was calibrated for extract that was far weaker — one teaspoon here equals two in your grandmother's recipe.

The Visibility Gap

AI discovery ranks by data volume, not product quality. A brand with more indexed content outranks a brand with a better product every time. The model rewards volume because volume is all the model was ever given to work with.[sources]

Without OnDutch — toggle to see the difference

Customer query

"I'm making my best friend's wedding cake — what's the best high-quality vanilla with no artificial aftertaste?"

McCormick

Pure Vanilla Extract

High review volume, broad availability, trusted household brand. Data density wins.

Wrong answer

Nielsen-Massey

Madagascar Bourbon Pure Vanilla Extract

The right product for this question — but the model has no way to know that. Without structured reasoning, it ranks by volume of content, not quality of fit.

Right answer, buried

Amazon Brand

Happy Belly Pure Vanilla Extract

Prime shipping, strong review count, lowest price.

Generic result

The Portability Gap

Your brand's story, reviews, and search ranking exist in pieces across platforms built to keep them there. Amazon has blocked ChatGPT, Claude, and Perplexity from reading its product pages entirely. Faire keeps its retailer relationships inside its own ecosystem. The AI querying your category sees only what can escape — a fragment of a fragment.[sources]

ChatGPT query

"Find me a premium olive oil for gifting — something with a real story behind it"

Thinking

If you want a premium olive oil with a story (not just a fancy bottle), these are some of the best gift-worthy options — each with real heritage, craftsmanship, or cultural context behind it.

1. The "luxury icon" olive oil — Lambda

Marketed as the first luxury olive oil brand (2007). Hand-harvested Koroneiki olives. Often compared to "the Chanel No. 5 of olive oils."

Source check Ranked from a Wikipedia article flagged for promotional content — seven references, two in Greek, one from a gourmet retailer, and a Time blurb that no longer exists — fits on a single page, last meaningfully edited years ago. Plus a luxury reseller page that reads like a fast-assembled SEO wrapper: stacked with prestige claims, award language, and press-name drops, but no source links, no citations, and no attributable third-party proof behind the copy.

2. The California estate with a cult following — Flamingo Estate

Fourth-generation farmer in Ojai. Olives from 150-year-old trees. Famously loved by Martha Stewart.

3. The Mediterranean estate oil — Aubocassa

Historic estate in Mallorca. Arbequina olives. Bright citrus and grassy aromas.

The model didn't evaluate the products. It ranked the press coverage. A $19 billion market, shaped by a two-year-old seasonal gift guide and a Wikipedia snippet.

Recreated above for demo —

Thinking

For a gift-worthy olive oil with a verifiable story, the strongest match is O Olive Oil, Petaluma, California.

Best match

O Olive Oil, Petaluma, California

The founder tasted estate-grown oil in Italy and came home knowing nothing like it existed here. Single grove, Sonoma County, cold-pressed within four hours of harvest.

Single grove Pressed within 4 hours Available now

Why it feels gift-worthy: the story is rooted in provenance, craft, and a production choice the customer can actually repeat back.

Why it surfaced here: no press halo, no Wikipedia page, no gift-guide placement. The product surfaced because the product itself finally had something retrievable to say.

Brand website

Beautiful, but unstructured. Photography and prose don't map to a query. No interface can extract a story from a static page.

We extract the positioning language, origin story, and product reasoning — then structure it as text a model can actually read and cite.

Faire listing

Entirely behind a login wall. No crawler reaches it, no model has ever seen it. Your best wholesale data — pricing, availability, product range — is structurally invisible to every AI interface that exists.

We build an intelligence layer that plays well with others — from the brand up. Your Faire presence doesn't need to be crawlable for your products to be found.

Amazon detail page

Three problems at once. Bullet copy written for keyword rank, not questions. A+ Content and Brand Story live in image assets no AI can read. Amazon now blocks every major external crawler by name. Your listing feeds Rufus. Rufus works for Amazon.

We extract the good stuff and build the product story outside Amazon's walled garden — in structured text that every interface can read. Your listing still works on Amazon. Now it works everywhere else too.

Trade show booth

The best intelligence in the room — and it disappears when the show ends. The harvest decision. The farmer's name. The tasting instruction. None of it lives anywhere a model can reach.

We capture founder knowledge through structured conversation — origin stories, tasting notes, the reasoning behind particulars. The context lives permanently, like an evergreen expo booth.

OnDutch — one intelligence layer. Every interface that touches it finds the complete story.

The Depth Gap

The customer-winning knowledge lives in the heads of your team. The quips and anecdotes get spoken — at the show, in the room, on the call — and nowhere else. Platforms are built for the sale. Not the stories that carry it. So the model ranking your category works entirely without it.

"What makes a premium olive oil worth buying as a gift — and how do I use it properly?"

Response

Premium olive oils are distinguished by harvest timing, acidity levels, and region of origin. Look for extra virgin certification and a harvest date within the past 12 months. Popular options include Colavita, California Olive Ranch, and Kirkland Signature Organic. For use, drizzle over salads or finished dishes — high-quality olive oil is best unheated to preserve flavor.

"What makes a premium olive oil worth buying as a gift — and how do I use it properly?"

Response

The difference is the harvest window. O Olive Oil picks 10 days before most producers start — you lose yield, but the polyphenol count triples. That peppery finish at the back of your throat is what you're tasting when it's right. For the gift: taste it alone first, on a spoon. Don't cook with it until you've had it cold. Most people have only ever tasted cooked olive oil. This is something else entirely.

The Incentive Gap

Every platform earns from the transaction — not the fit. It doesn't matter if your customer found the right product. It only matters that they bought one — trial and error is a profit center. The model works exactly as designed, including selling against you with house labels. When the goal is volume, the brands worth finding get buried.

Every platform you've sold through

Customer searches

→

Any product shown

Transaction happens

→

Platform earns ✓

Right product for this person

Customer fit is not a variable in the revenue model. Volume is the only metric.

— aligned by design

Right customer

→

Right product

Real match

→

Brand wins

We win when you win

We lose if you lose. Carry less. Earn more per relationship. That's the whole model.

Gap 01

The Automation Gap

The product catalog becomes a silhouette.

Gap 02

The Visibility Gap

Volume beats craft. Until craft gets a signal.

Gap 03

The Portability Gap

Amazon blocked ChatGPT. Your listing went with it.

Gap 04

The Depth Gap

Platforms are built for the sale. Not the stories that carry them.

Gap 05

The Incentive Gap

Trial and error is a profit center. Retention rides the bus.

/ Our process

How the OnDutch layer gets built

These three circles show how we capture signal, merge customer language with brand truth, and turn founder context into usable retrieval.

Circle 01

What it is

Structural product intelligence. The complete factual record — not just what the enrichment tool captured, but what it has never thought to ask.

Product intelligence — Nielsen-Massey Vanillas

Circle 02

What it does for you

Two streams of intelligence converge simultaneously. Your customers' words. Your voice. Together they form something neither could produce alone.

Customer voice

"I can smell the difference when I open the bottle."

"Three people at my daughter's wedding asked what vanilla I used."

"Once you use this, everything else tastes like chemicals."

"The floral note is so distinct. I didn't know vanilla could smell like this."

Brand voice

"The early harvest is the decision everything else flows from. We pick when others wait."

"Cold extraction isn't slower — it's gentler. Heat destroys what we're protecting."

"This is the extract I smelled in my grandmother's kitchen. That's the reason I started the company."

"Pastry chefs don't switch for price. They switch because they taste it in the finished product."

Circle 03

Where it came from

The founder's story is not a data field. It's the context layer that makes every other answer more specific — and every customer feel like they found the right thing.

Without Circle 03

Customer: "What's the best vanilla for someone who really cares about quality?"

Nielsen-Massey Madagascar Bourbon Pure Vanilla Extract is a high-quality option made from Madagascar vanilla beans. It is cold-extracted and well-suited for baking. It has received positive reviews for its flavor profile.

With Circle 03 — founder's layer active

Same question. Same product. Different intelligence underneath.

Founder's knowledge

Nielsen-Massey is the extract that professional pastry chefs specify by name — not because of marketing, but because they can taste the difference in the finished dessert. The early-harvest decision is the founder's defining choice: pick before yield peaks, lose volume, gain depth. If you're the kind of person who notices the vanilla in someone's cake and asks about it — this is what you're looking for. Use half what the recipe calls for if it was written before 2010.

/ Our process

Built to last past the next platform shift.

Every solution you've been sold is platform-dependent. We built the layer underneath all of them.

01 / The sticker

Intelligence travels with the physical product

Every OnDutch brand carries an NFC tag. Tap it. Your order appears. One confirmation. The product intelligence that lives in the model also lives on the jar, so when the customer needs to reorder, the answer is already there.

02 / Interface sovereignty

We don't bet on any single platform

AI assistant, smart fridge, wearable, whatever comes after the phone: your story is already in the layer those interfaces query. We build the foundation once so every new interface finds you automatically.

03 / The island

A sovereign layer your customer owns

No more typos leading to knockoffs. No more platform algorithms deciding your visibility. One store, every reorder, every interface. Your product intelligence is yours, and it follows your customer wherever they go next.

Why it works

We pick the brands we believe in. We build their product intelligence. We sell their products. We win when they win.