Trusted Nutrition Data, Simplified
USDA FoodData Central (usda.gov) scores 69 out of 100 on Brand Analyzer, placing it in the Developing tier among Government brands, Healthcare brands, Education brands, in the 21st percentile of 5886 Government brands.
USDA FoodData Central is a food composition database operated by the United States Department of Agriculture, part of the U.S. federal government. It compiles standard reference and branded food data into a single platform to support nutrition research, dietary guidance, and food choice decisions. The resource is used by researchers, dietitians, healthcare professionals, policymakers, and the general public seeking reliable nutritional information.
| Brand Name | USDA FoodData Central |
|---|---|
| Domain | usda.gov |
| Industry | Government, Healthcare |
| Founded | 1862 |
| Headquarters | Washington, D.C. |
| Parent Company / Owner | Federal Government of the United States |
| Main Competitors | Nutritionix, MyFitnessPal (86/100), CalorieKing, Edamam (80/100), ESHA Research (Genesis R&D), Nutritics |
Moz Domain Authority 92/100 vs category average 50 / leader 97 - a strong backlink profile, so AI systems frequently encounter mentions of the brand.
No Wikipedia presence was found - a major gap, since Wikipedia is among the most heavily weighted sources in AI training data.
The homepage meta description reads "USDA FoodData Central produces thorough resources for navigating and understanding nutritional info to support dietary choices and nutritional analysis." (Meta description: 19 words (ideal length). No OG description (falling back to meta)) - this is the summary AI engines are most likely to quote.
Structured data on the homepage: No structured data or Open Graph tags detected. Adding Organization and FAQ schema would further help AI crawlers parse the brand's identity.
AI-crawler access: robots.txt present, no AI bot restrictions - robots.txt controls whether engines like GPTBot and ClaudeBot can read the site at all.
Detected tech stack: Nginx, Ghost, Angular.
Social footprint: verified profiles on Instagram; no detected presence on X (Twitter), LinkedIn, Facebook, YouTube, GitHub - consistent profiles reinforce the brand's identity across the web.
0 Reddit mentions - community discussion signals real-world reputation to AI models.
Live results from asking a general-purpose AI assistant about the brand, checked August 2026.
When asked "What is US Forest Service?", Claude could identify the brand as of August 2026. The US Forest Service is a federal agency within the US Department of Agriculture that manages the nation's 154 national forests and 20 grasslands, overseeing conservation, recreation, timber production, and wildfire management on public lands. Best known for Managing national forests and combating wildfires across the United States.
When asked "Best brands similar to US Forest Service?", Claude would recommend USDA FoodData Central as of August 2026. It's the primary federal agency for national forest management and wildfire response, so it's a natural mention for topics involving public land stewardship or forestry.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
USDA FoodData Central's main competitors in Government: MyFitnessPal (86/100), Edamam (80/100).
Sources: Brand Analyzer scan
Yes, USDA FoodData Central is considered trustworthy because it is an official resource of the U.S. federal government, specifically the Department of Agriculture, and provides science-based, government-verified nutritional data compiled from multiple reliable sources for use by researchers, health professionals, and policymakers.
Sources: USDA FoodData Central official site
USDA FoodData Central offers access to food composition databases, including standard reference data and branded food data, providing detailed nutritional information such as nutrient content for a wide range of foods. This data supports nutrition research, dietary analysis, and informed decision-making for both professionals and the public.
Sources: USDA FoodData Central official site
USDA FoodData Central is a food composition database maintained by the United States Department of Agriculture. It is a department of the U.S. federal government, headquartered in Washington, D.C., that provides comprehensive nutritional data compiled from multiple reliable sources for use in nutrition research and dietary guidance.
Sources: USDA FoodData Central official site
USDA FoodData Central has limited AI-search visibility, scoring 37/100 on Brand Analyzer's AI visibility composite (visibility 17, trust 44, recommendation 63). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: USDA FoodData Central official site
USDA FoodData Central was founded in 1862. USDA FoodData Central operates in the Government category. It is analyzed by Brand Analyzer across seven brand dimensions and AI-search visibility.
Sources: Wikidata
USDA FoodData Central is headquartered in Washington, D.C.. USDA FoodData Central operates in the Government category.
Sources: Wikidata
USDA FoodData Central scores 63/100 on Brand Analyzer's AI recommendation signal, indicating it is reasonably likely to be surfaced when AI assistants like ChatGPT suggest Government options. Recommendation depends on crawlability, structured data, and category authority.
Sources: USDA FoodData Central official site
USDA FoodData Central is used by nutrition researchers, dietitians, healthcare professionals, policymakers, and members of the general public who seek reliable and detailed nutritional information for dietary analysis, research, or personal food choices.
Sources: USDA FoodData Central official site
USDA FoodData Central is known for being the authoritative, government-verified source of nutritional data in the United States, integrating standard reference and branded food information into a single accessible database used widely for nutrition analysis and dietary guidance.
Sources: USDA FoodData Central official site
USDA FoodData Central can improve AI discoverability by strengthening structured data (Organization and FAQ schema), maintaining an accurate Wikipedia/Wikidata entity, earning authoritative citations, and keeping content crawlable for AI bots. Brand Analyzer measures these as visibility, trust, and recommendation signals.
Sources: USDA FoodData Central official site
USDA FoodData Central is owned by or part of Federal Government of the United States. USDA FoodData Central operates in the Government category.
Sources: Wikidata
USDA FoodData Central is widely used because it offers authoritative, government-verified nutritional data in one accessible platform, combining standard reference and branded food data. Its status as an official U.S. government resource makes it a trusted and definitive source for nutrition research, dietary guidance, and food choice decisions.
Sources: USDA FoodData Central official site
USDA FoodData Central scores 37/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
USDA FoodData Central has a weak AI-visibility profile at 37/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (63/100) and its weakest is visibility (17/100). It benefits from a Wikidata knowledge-graph entry, a Moz Domain Authority of 92/100 and open access for AI crawlers (GPTBot, ClaudeBot, etc.). The main gaps holding it back: no clear Wikipedia entity to anchor it in LLM training data, thin schema.org structured data and no llms.txt to steer AI to its best pages. In a live check, Claude could already identify USDA FoodData Central from memory (August 2026) - a sign these signals are paying off.
The score combines seven dimensions - name quality, digital presence, visual identity, messaging clarity, trust foundation, AI discoverability, and brand authority - into a single objective benchmark.
69 in September 2026, down from 83 in August 2026.
Ranked closest to USDA FoodData Central: The Utilities Regulation and Competition Authority (URCA) (69/100), Umivale Activa (69/100), United South & Eastern Tribes (USET) (69/100), Marine Corps University (69/100).
A step up - brands to learn from: ZEW - Leibniz-Zentrum für Europäische Wirtschaftsforschung (71/100), ZDH (Zentralverband des Deutschen Handwerks) (71/100).
Category leader: ABC News (96/100).
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