Transforming Info Into Actionable Intelligence
Data Refinery (dataminer.com) scores 57 out of 100 on Brand Analyzer, placing it in the Developing tier among SaaS brands, Technology brands, in the 4th percentile of 36420 SaaS brands.
Data Refinery is a SaaS and technology company that has operated since 1995, specializing in transforming large, complex information sets into quality, actionable intelligence. Its platform cleans, organizes, and visualizes data, unifying data and controls from multiple sources to support analytics and corporate decision making. The company targets businesses and organizations seeking to convert raw data into clear insights for strategic and operational use, positioning itself as a long-standing provider of data processing and presentation software and services.
| Brand Name | Data Refinery |
|---|---|
| Domain | dataminer.com |
| Industry | SaaS, Technology |
| Founded | 1995 |
| Main Competitors | Informatica (91/100), Talend (89/100), Alteryx (91/100), SAS Institute (97/100), Trillium Software (88/100), Precisely (85/100), IBM InfoSphere (85/100) |
Moz Domain Authority 15/100 vs category average 37 / leader 99 - limited third-party links, so AI systems rarely 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 "Since 1995, Data Refinery® has been quickly transforming large information sets into quality, actionable intelligence ready for further analytics as well as immediate corporate dec…" (Meta description: 26 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. Adding Organization and FAQ schema would further help AI crawlers parse the brand's identity.
AI-crawler access: No robots.txt found (default: all bots allowed, but explicit file preferred) - robots.txt controls whether engines like GPTBot and ClaudeBot can read the site at all.
Social footprint: verified profiles on X (Twitter), LinkedIn, Instagram, YouTube, GitHub; no detected presence on Facebook - 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 Data Refinery?", Claude could not identify the brand as of October 2026. I don't genuinely recognize a company called 'Data Refinery' at dataminer.com, likely because it's a small or niche SaaS provider without much web presence, or the name is too generic to distinguish from similarly named data/analytics tools.
When asked "Best brands similar to Data Refinery?", Claude would not surface Data Refinery as of October 2026. I can't recommend it confidently since I don't have verified information about its specific products or reputation.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
Data Refinery's main competitors in SaaS: Informatica (91/100), Talend (89/100), Alteryx (91/100), SAS Institute (97/100), Trillium Software (88/100).
Sources: Brand Analyzer scan
Data Refinery has low AI-search visibility, scoring 18/100 on Brand Analyzer's AI visibility composite (visibility 21, trust 7, recommendation 27). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: Data Refinery official site
Data Refinery offers software and services for data cleaning, organization, and visualization, along with a platform that unifies data and controls from multiple sources. These tools are designed to transform large information sets into actionable intelligence ready for analytics and corporate decision making.
Sources: Data Refinery official site
Data Refinery scores 27/100 on Brand Analyzer's AI recommendation signal, indicating it is less likely to be surfaced when AI assistants like ChatGPT suggest SaaS options. Recommendation depends on crawlability, structured data, and category authority.
Sources: Data Refinery official site
Data Refinery is a SaaS company, operating since 1995, that provides software and services designed to transform large, complex data sets into actionable intelligence for business decision making.
Sources: Data Refinery official site
Data Refinery cleans, organizes, and visualizes complex data, converting raw information into structured, actionable insights that support analytics and corporate decision making. Its platform unifies data and controls from multiple sources to help organizations digitize operations and improve efficiency.
Sources: Data Refinery official site
Data Refinery 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: Data Refinery official site
Data Refinery is known for its long history-since 1995-in transforming large information sets into clean, actionable intelligence, combining decades of data processing expertise with software tools for data cleaning, organization, and visualization.
Sources: Data Refinery official site
Data Refinery is used by businesses and organizations that need to process large, complex data sets into clear, actionable insights to support strategic and operational decision making.
Sources: Data Refinery official site
Data Refinery scores 18/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
Data Refinery has a weak AI-visibility profile at 18/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (27/100) and its weakest is trust (7/100). It benefits from a Wikidata knowledge-graph entry 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, a low Moz Domain Authority of 15/100 and thin schema.org structured data. In a live check (October 2026), Claude could not identify Data Refinery from memory, confirming the gaps above.
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 Data Refinery: H5 Center (57/100), D4Science (57/100), DaveSource (57/100), X Core (57/100).
A step up - brands to learn from: 作业帮 (Zuoyebang) (71/100), ZXing (71/100).
Category leader: Hostinger (97/100).
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