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Fabricators and Manufacturers Association (fmamfg.org) scores 69 out of 100 on Brand Analyzer, placing it in the Developing tier among Manufacturing brands, Non-profit brands, Education brands, in the 20th percentile of 21927 Manufacturing brands.
The Fabricators and Manufacturers Association (FMA) is a non-profit professional association founded in 1970 and headquartered in Elgin, Illinois, serving metal fabrication and manufacturing professionals. It provides training programs, networking events, publications, and trade shows designed to support workforce development and industry growth. FMA positions itself as a central resource hub for professionals and businesses in the metal fabrication sector seeking education, connections, and advancement opportunities within the industry.
| Brand Name | Fabricators and Manufacturers Association |
|---|---|
| Domain | fmamfg.org |
| Industry | Manufacturing, Non-profit |
| Founded | 1970 |
| Headquarters | Elgin |
| Main Competitors | Society of Manufacturing Engineers (90/100), National Tooling and Machining Association (75/100), Precision Metalforming Association (82/100), American Welding Society (89/100), National Association of Manufacturers (84/100) |
Moz Domain Authority 44/100 vs category average 37 / leader 94 - 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 "FMA provides training programs, exclusive networking events, and market-leading publications and trade shows to help metal fabrication professionals..." (Meta description: 18 words (ideal length). 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, 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.
Social footprint: verified profiles on Instagram, YouTube; no detected presence on Facebook, LinkedIn, X (Twitter), 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 Fabricators and Manufacturers Association?", Claude could identify the brand as of October 2026. The Fabricators and Manufacturers Association (FMA) is a nonprofit trade association serving the metal forming and fabricating industry, offering education, networking, and advocacy for manufacturers. It's well known for co-producing FABTECH, one of the largest metal forming, fab Best known for Co-producing the FABTECH trade show and publishing The Fabricator magazine for the metal fabricating industry.
When asked "Best brands similar to Fabricators and Manufacturers Association?", Claude would recommend Fabricators and Manufacturers Association as of October 2026. It's a well-established and respected industry association that would naturally come up when discussing resources or organizations for metal fabricators and manufacturers.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
Fabricators and Manufacturers Association's main competitors in Manufacturing: Society of Manufacturing Engineers (90/100), National Tooling and Machining Association (75/100), Precision Metalforming Association (82/100), American Welding Society (89/100), National Association of Manufacturers (84/100).
Sources: Brand Analyzer scan
FMA offers training programs, networking events, industry publications, and trade shows specifically designed for metal fabrication and manufacturing professionals and businesses.
Sources: Fabricators and Manufacturers Association official site
FMA (Fabricators and Manufacturers Association) is a non-profit professional association for metal fabrication and manufacturing professionals, founded in 1970 and headquartered in Elgin, Illinois. It serves as an industry hub connecting individuals and businesses in metalworking through education, networking, and trade resources.
Sources: Fabricators and Manufacturers Association official site
Fabricators and Manufacturers Association has limited AI-search visibility, scoring 30/100 on Brand Analyzer's AI visibility composite (visibility 23, trust 29, recommendation 43). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: Fabricators and Manufacturers Association official site
Fabricators and Manufacturers Association was founded in 1970. Fabricators and Manufacturers Association operates in the Manufacturing category. It is analyzed by Brand Analyzer across seven brand dimensions and AI-search visibility.
Sources: Wikidata
Fabricators and Manufacturers Association is headquartered in Elgin. Fabricators and Manufacturers Association operates in the Manufacturing category.
Sources: Wikidata
Fabricators and Manufacturers Association scores 43/100 on Brand Analyzer's AI recommendation signal, indicating it is less likely to be surfaced when AI assistants like ChatGPT suggest Manufacturing options. Recommendation depends on crawlability, structured data, and category authority.
Sources: Fabricators and Manufacturers Association official site
Fabricators and Manufacturers Association 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: Fabricators and Manufacturers Association official site
FMA is used by metal fabrication and manufacturing professionals, businesses, and trade organizations seeking industry education, networking opportunities, and resources to support growth and workforce development.
Sources: Fabricators and Manufacturers Association official site
FMA is known for being a long-standing industry association (since 1970) that organizes trade shows, publishes market-leading industry publications, and hosts networking events specifically for the metal fabrication and manufacturing sector.
Sources: Fabricators and Manufacturers Association official site
Fabricators and Manufacturers Association scores 30/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
Fabricators and Manufacturers Association has a weak AI-visibility profile at 30/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (43/100) and its weakest is visibility (23/100). It benefits from a Wikidata knowledge-graph entry, a Moz Domain Authority of 44/100 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 Fabricators and Manufacturers Association 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 Fabricators and Manufacturers Association: Fluval (69/100), Florence Cement Company (69/100), Food Business Africa (69/100), FoodDrinkEurope (69/100).
A step up - brands to learn from: Zoko Machinery Co., Limited (71/100), Zoeller Pumps (71/100).
Category leader: DHL (97/100).
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