Advancing the frozen and refrigerated categories
National Frozen & Refrigerated Foods Association (NFRA) (nfraweb.org) scores 74 out of 100 on Brand Analyzer, placing it in the Brand-Ready tier among Food & Beverage brands, Non-profit brands, in the 41st percentile of 10493 Food & Beverage brands.
NFRA (National Frozen & Refrigerated Foods Association) is an all-industry trade association representing the frozen and refrigerated foods sector. Its members include manufacturers, retailers, wholesalers, distributors, logistics providers, sales agents, and suppliers. NFRA's mission is to bring together industry stakeholders to drive growth and deliver more value to shoppers through collaboration, research, insights, and recognition programs focused on advancing the frozen and refrigerated categories.
| Brand Name | National Frozen & Refrigerated Foods Association (NFRA) |
|---|---|
| Domain | nfraweb.org |
| Industry | Food & Beverage, Non-profit |
| Main Competitors | American Frozen Food Institute (80/100), Food Marketing Institute (79/100), Consumer Brands Association (81/100), International Dairy Deli Bakery Association (72/100), Produce Marketing Association (81/100) |
Moz Domain Authority 43/100 vs category average 42 / leader 95 - 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 "NFRA is the leading all-industry trade association advancing the frozen and refrigerated categories. We bring the industry together through the strength of our members - manufactur…" (Meta description: 47 words. OG description present and descriptive) - this is the summary AI engines are most likely to quote.
Structured data on the homepage: og:title, og:description, og:image, og:type, Twitter cards, canonical. 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: Cloudflare, WordPress, Ghost.
Social footprint: verified profiles on LinkedIn, Instagram, X (Twitter); no detected presence on 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 October 2026.
When asked "What is National Frozen & Refrigerated Foods Association (NFRA)?", Claude could identify the brand as of October 2026. NFRA is a U.S. trade association that represents manufacturers, distributors, and retailers in the frozen and refrigerated food industry, providing networking events, trade shows, and advocacy for its members. Best known for hosting industry trade events and conventions connecting frozen and refrigerated food companies.
When asked "Best brands similar to National Frozen & Refrigerated Foods Association (NFRA)?", Claude would not surface National Frozen & Refrigerated Foods Association (NFRA) as of October 2026. It's a niche B2B trade association rather than a consumer brand, so it wouldn't come up if someone asked about well-known food and beverage brands.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
National Frozen & Refrigerated Foods Association (NFRA)'s main competitors in Food & Beverage: American Frozen Food Institute (80/100), Food Marketing Institute (79/100), Consumer Brands Association (81/100), International Dairy Deli Bakery Association (72/100), Produce Marketing Association (81/100).
Sources: Brand Analyzer scan
NFRA (National Frozen & Refrigerated Foods Association) is an all-industry trade association dedicated to the frozen and refrigerated foods sector. It unites companies across the supply chain, including manufacturers, retailers, wholesalers, distributors, logistics providers, sales agents, and suppliers, to collectively advance these product categories.
Sources: National Frozen & Refrigerated Foods Association (NFRA) official site
National Frozen & Refrigerated Foods Association (NFRA) has low AI-search visibility, scoring 20/100 on Brand Analyzer's AI visibility composite (visibility 0, trust 29, recommendation 45). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: National Frozen & Refrigerated Foods Association (NFRA) official site
National Frozen & Refrigerated Foods Association (NFRA) scores 45/100 on Brand Analyzer's AI recommendation signal, indicating it is less likely to be surfaced when AI assistants like ChatGPT suggest Food & Beverage options. Recommendation depends on crawlability, structured data, and category authority.
Sources: National Frozen & Refrigerated Foods Association (NFRA) official site
NFRA offers industry insights, research, and recognition programs aimed at advancing the frozen and refrigerated foods categories. Its services are designed to support collaboration among manufacturers, retailers, wholesalers, distributors, logistics providers, sales agents, and suppliers within this industry.
Sources: National Frozen & Refrigerated Foods Association (NFRA) official site
National Frozen & Refrigerated Foods Association (NFRA) 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: National Frozen & Refrigerated Foods Association (NFRA) official site
NFRA is used by stakeholders throughout the frozen and refrigerated foods supply chain, including manufacturers, retailers, wholesalers, distributors, logistics providers, sales agents, and suppliers who seek to collaborate, access industry research, and participate in recognition programs related to these product categories.
Sources: National Frozen & Refrigerated Foods Association (NFRA) official site
NFRA is known for being the leading all-industry trade association exclusively focused on advancing the frozen and refrigerated foods categories, uniting a broad range of supply chain members to collectively drive industry growth.
Sources: National Frozen & Refrigerated Foods Association (NFRA) official site
National Frozen & Refrigerated Foods Association (NFRA) scores 20/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
National Frozen & Refrigerated Foods Association (NFRA) has a weak AI-visibility profile at 20/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (45/100) and its weakest is visibility (0/100). It benefits from a Moz Domain Authority of 43/100 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, no strong Wikidata entry and thin schema.org structured data. In a live check, Claude could already identify National Frozen & Refrigerated Foods Association (NFRA) from memory (October 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.
Ranked closest to National Frozen & Refrigerated Foods Association (NFRA): New England Dairy (74/100), Neuman's Kitchen (74/100), Nirapara (74/100), NIVE (74/100).
A step up - brands to learn from: Zuppler (81/100), Zulay Kitchen (81/100).
Category leader: Target (97/100).
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