2024 Year in Review

2024 has been a breakthrough year in the commercialization and growth of our grocery products data catalog.
Catalog
3 min read
Author:
David Goodtree
Date:
December 10, 2024
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Our core offering is now the largest data catalog of U.S. food products. In addition, our services are now deployed in commercial use with multiple clients, following a successful period of beta implementations at the start of this year.

Here’s what we accomplished and how we’re preparing for a bigger impact in 2025:

Scale and Quality

We’ve built the most comprehensive data catalog of U.S. packaged foods, while continuously increasing product coverage, enhancing attributes, and advancing quality.

Our Food Knowledge Graph grew to 630,000 unique products, an increase of 36% this year.

Our catalog now includes all packaged foods offered by:

The growth in our catalog is powered by the ongoing addition of new data sources and refreshing them regularly to capture new product introductions.

New and refreshed data sources also afford our algorithms more opportunities to select only the highest-caliber attributes for inclusion.

Product Assortment

In 2024 we have observed:

  • A shift to retailer-branded private label products
  • The accelerating introduction of new flavor and size variants
  • Increased seasonal product launches (e.g. Thanksgiving)
  • Products offered via eCommerce only, i.e. not available in-store
  • Retailers improving Product Detail Pages, especially their image carousels
  • Retailers opening up marketplaces to compete with Amazon
Recent Use Cases

Our catalog and analytics are being used by clients and explored by prospects to:

  • Monetize receipts
  • Support Retail Media Networks
  • Enhance consumer apps
  • Resolve messy GTINs
  • Audit Product Detail Pages
  • Enable in-store analytics
  • Build marketplaces
  • Match GTINs to SKUs
Innovations

2024 was about innovations that power our scalability and quality, including:

  • Domain knowledge: Food products differ greatly from alcohol, cleaning, and other categories in their data types and meaning. We invest continually to accurately transform and catalog diverse product data.
  • Smarter with AI: AI is a game-changer in speed and accuracy, amplifying our domain knowledge.
  • Solving broken GTINs: Our proprietary approach resolves messy GTINs in milliseconds, and continues to advance as new types of mutations arise.
  • Elevating quality attributes: Every data source presents its own “truth”. Even for basic information such as ingredients, attributes for the same product may be presented differently. Our algorithms adjudicate across disparate sources to achieve a holistic catalog that is greater than its parts.
Looking Ahead

In the year ahead, we’ll invest even more in AI, continue to scale our catalog, and push the boundaries of what’s possible with grocery product information.

Thank you for being a part of our story. Please contact me if there's anything we can do to support you in achieving your goals.

Warm Regards,

David Goodtree

Founder and CEO, Foodgraph

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CPG Showdown: Love vs Strength
Catalog
3 min read

CPG Showdown: Love vs Strength

February 3, 2026
Welcome to Foodgraph’s newest catalog, packed with new products and updated attributes, across food and non-food categories. Our newest release (v48) includes 1,380,000+ products, up 119% in the past year.

February is an annual showdown among new seasonal food products, pitting love vs. strength.

  • For romantics, Valentine’s Day ♥️ product introductions command top placement on the digital shelf and store endcaps.
  • For health & wellness enthusiasts, interest in protein-rich products has reached an all-time high in 2026, driven by New Year’s resolutions for improved strength 💪🏼 and functional diets.

Welcome to Foodgraph’s newest catalog, packed with new products and updated attributes, across food and non-food categories. Our newest release (v48) includes 1,380,000+ products, up 119% in the past year.

AI note: To build our national CPG catalog and identify product trends, we leverage our AI Native capabilities. Our AI decisions are traced in contexts, which are durable, replayable, and compound our learning over time. 

Protein hits all-time high

Consumer interest in protein-enriched foods hit a 20-year high in the new year. Brands of all types continue to bulk up their products with protein-forward positioning. Across all food aisles, here are some of the newest 1,000 protein-titled food products in our latest catalog release.

Private label retailers are aggressively launching protein-centric offers.

Big CPG innovates, but can’t keep up with demand.

  • Danone’s high-protein yogurt brands Oikos and Activia cannot serve all the demand, with supply chain constraints blocking sales and stalling innovation.
  • Barilla’s Protein+ product line is broadening its portfolio, but the company recognizes it’s not always first to launch new items in its category.
  • DTC brands like 1440 Foods and Truvani -- a common channel for protein powders, bars, and supplements -- are now scoring shelf space at grocers Raley’s, Sprouts, and Walmart.
  • Newer brands like Kola and Whey Good are grabbing slots when big CPG has gaps.

The FDA’s new Dietary Guidelines for Americans, 2025-2030 moved protein to the top of the list, encouraging consumers to “Prioritize Protein Foods at Every Meal”.

Google searches for protein achieved “Peak Popularity” for the first time in 20 years, reaching the highest-level of interest relative to all Google search terms, including both AI and traditional methods. Here’s a snapshot using data from Google Trends:

protein-searches

AI note: For example, our brand catalog uses AI to discover, normalize, and validate new brand names and associate new products to known brands, even when source data values are dirty, missing, or obscured.   

Valentine’s Day 2026

New products for Valentine’s Day showcase how Foodgraph’s catalog is rich with opportunities to explore actual product trends and which brands are leading.

Dubai chocolate continues to skyrocket.

  • 79 Dubai Chocolate products are now in circulation, up 500%+ since 12 in August, and up from zero products a year ago.
  • Smaller brands dominate the shelf, such as BeeMax, Leonessa, and Nutty & Fruity.

Big CPG missed the start of the trend.

  • Since the summer, Ghirardelli and Lindt caught up and launched new products in time for Christmas and Valentine’s Day.
  • But Hershey’s doesn’t believe in Dubai Chocolate’s staying power, saying "Only 10,000 exist. Ever. This isn't going into regular production."
  • Nestlé’s Damak brand already had chocolate/pistachio products, but hasn’t yet repositioned packaging to “Dubai Chocolate”, missing out on consumer awareness.

Pistachio health & beauty products have caught the Dubai wave.

  • Pistachio -- a key ingredient in Dubai chocolate -- has taken the non-food aisles by storm.
  • Body creams, candies, and perfumes -- with pistachio scents -- are in rotation now.

Foodgraph saw CPG’s embrace of this trend early.

AI note: To further identify trends, our classifier uses domain knowledge and contexts to categorize products by types. With AI generated attributes, we were able to see “pistachio” as a new scent in health & beauty.   

Ramping up data sources

Our newest release adds 17 new retailers to the catalog, now incorporating 47 data sources in total, up 235% in the past year.

source-logos

All new sources include CPG products in food, plus alcohol, health & beauty, household, and pet.

To represent the national product assortment, our mix of sources includes retailers -- to capture the explosion of new private label products -- plus brand syndicators, wholesalers, and government.

Foodgraph News and Next Catalog

AI note: We’re excited about the recent tech discussions about AI and “context”. Our platform was built from the ground up as a “Context Graph” for CPG product data. That term didn’t exist until a few weeks ago, but it describes what we do and how. For more, see Foundation Capital, Context graphs, one month in.   

Welcome to our new Head of Sales Andrew Haney, who joins Foodgraph with deep industry experience across retail and CPG at Toluna, Profitero, Epsilon, and Nielsen. Please reach out to connect.

Our next major update arrives in March, with more products and fresh data for Easter, Passover, and St. Patrick’s Day.

Thank you for following our progress. Send me a note with thoughts or questions. I’d love to hear how we can support your work.

Warm Regards,

David

David Goodtree

Founder and CEO, Foodgraph

Beyond the Food Aisles
Catalog
3 min read

Beyond the Food Aisles

December 3, 2025
Grocery shopping in non-food aisles is seeing a renaissance in innovation and seasonal products. Our newest catalog now tops 1,200,000 products overall, including a huge wave of new items in health & beauty, household, pet, and more.

“Honey, did you get the scented candles at the supermarket?"

Grocery shopping in non-food aisles is seeing a renaissance in innovation and seasonal products.

Our newest catalog adds 130,000+ products, capturing a huge wave of innovation in health & beauty, household, pet, and more.

Foodgraph captures what’s on the shelf right now, free of hallucinations.

Private Label: More Than a Value Play

Major retailers are rolling out private label innovations in every aisle, capturing bigger margins and consumer loyalty.

Limited Availability, No Cooking Required

Seasonal and promotional offerings -- even in non-food aisles -- make grocery a destination year-round.

And, the numbers are impressive. Private label products in household grabbed 28% of unit volume as of September 2025, achieving 99% household penetration, according to Numerator. Other non-food categories are close behind.

A Year of Growth, in Every Category

Foodgraph’s v46 release includes 1,200,000+ products, up 92% year to date across all aisles.

Foodgraph's accelerating growth is driven by our nationwide data acquisition strategy, from large brands to the long tail, plus:

  • private label’s rapid expansion in all categories
  • eCommerce bursting with assortments that often exceed the in-store mix
  • seasonal variants innovating with new flavors, scents, and packaging

Next Catalog

Our next major catalog update arrives in January, with more new products and fresh data in all aisles.

Thank you for following our progress. For more information, send me a note. I’d love to hear how we can support your work.

Warm Regards,

David

David Goodtree

Founder and CEO, Foodgraph

Harvesting Trends x 1M UPCs
Catalog
3 min read

Harvesting Trends x 1M UPCs

November 5, 2025
Our newest catalog now tops 1,080,000 products across grocery aisles, up 72% in 2025. Growth surged in new private label products, seasonal goods, and trending items in health & wellness.

From emerging flavors to functional foods, Foodgraph continues to capture what’s next on the shelf — revealing how retailers and brands adapt to evolving shopper behavior across the store.


Foodgraph offers the largest and freshest catalog of U.S. grocery products, for applications ranging from receipt matching to enhanced personalization, shelf monitoring, benchmarking and more. This new v44 release adds 210,000+ grocery products to our catalog.

Trends Rule in New Products

Foodgraph’s catalog captures the trends shaping the aisles, from functional beverages to seasonal scents and weight loss supplements.


As shown in the examples below, national brands are expanding their product lines to connect consumer health requirements with lifestyle preferences.

Deep Dive on GLP-1:

  • GLP-1 products are rapidly expanding across diverse categories.
  • Our catalog now includes 99 products marketed for GLP-1 support, up from 52 since our September release (v42).
  • Brands like BOOST and Supergut lead, but also new or repositioned products from Egglife, Healthy Choice, and Hu.
  • Products range from supplements to beverages, bars, and vitamins -- and even donuts and prepared meals.
  • Supplements feature trendy flavors like blood orange or watermelon.
  • Contact us to learn more about how to harvest trends from products.

Private Label: No Longer Generic Brands

The no-frills “our brand” has given way to full-fledged products that compete with national brands -- or eclipse them. Retailers are taking on CPG to score bigger margins and customer loyalty with unique assortments.

Power Search: Find What's Next

Just released!

Foodgraph Power Search enables easy product discovery using any criteria.  

This high-performance search experience enables instant filtering across product attributes for values that you define, with support for fuzzy matching, new products, and updates.  

Use cases include:

  • researching competitors’ products;
  • analyzing product positioning in data and images;
  • building consumer audiences using derived attributes;
  • understanding ingredient formulations;
  • and much more.

Power Search is available now, as an API or user interface (pictured below), fueled by Foodgraph’s growing catalog of 1M+ grocery products.

What we're reading

 Recommended reading about grocery trends in food & health:

And:

Next Catalog Update

Our next major update is planned for December, with a spotlight on Christmas and New Year's products.

Thank you for following our progress! If you need more information, send me a note. I’d love to hear how we can support your work.

Warm Regards,

David

David Goodtree

Founder and CEO, Foodgraph

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