Analysis by Optimly for Optimly AI Visibility, in the Optimly AI Brand Index. This Business Profile tracks the Brand Authority Index and supporting AI visibility evidence. Last analyzed August 9, 2026.
glean-surface is a company within the Data Analytics category. Glean-Surface is an advanced data analytics platform designed to help businesses uncover hidden patterns and insights by visualizing and exploring complex 'data surfaces'. It combines intuitive data visualization with powerful analytical capabilities to transform raw data into actionable intelligence.
glean-surface was founded in 2018 and is headquartered in San Francisco, CA.
glean-surface is rated Low Visibility on the Optimly Brand Authority Index, a measure of how well AI models can accurately describe the brand. The exact score is locked for unclaimed profiles.
AI narrative accuracy for glean-surface is Strong. Inconsistent representation across models.
AI models classify glean-surface as a Challenger. AI names competitors first.
glean-surface appeared in 2 of 5 sampled buyer-intent queries (40%). Glean-Surface shows good discoverability for direct brand queries and highly specific feature-related keywords. However, it struggles to appear for broader, high-volume queries like 'business intelligence software' or 'data analytics tools', indicating a need to improve generic keyword presence and perceived market positioning.
AI generally perceives Glean-Surface as a tool for visual data exploration and actionable insights, suitable for various business intelligence needs. However, it frequently understates the unique analytical frameworks and deep pattern recognition that differentiate it. Key gap: Some AI models focused purely on the 'surface' as a visual aspect, potentially missing the 'gleaning' or deep analytical processing capabilities. There's a tendency to describe it as a generic BI tool rather than a specialized surface analytics platform.
Of 3 key facts verified about glean-surface, 1 are well-documented (likely accurate across AI models), 1 have limited sourcing, and 1 are retrieval-dependent and may be inaccurate without live search.
The primary vulnerability is the AI's tendency to generalize Glean-Surface, potentially positioning it too broadly as a standard BI tool and obscuring its specialized 'surface analytics' and advanced 'gleaning' capabilities.
Buyers turn to glean-surface for Manual Data Analysis & Reporting: Reliance on data analysts manually extracting, cleaning, and analyzing data using spreadsheets or traditional statistical software, often leading to slower insights a, Data Analytics Consultancy: Engaging third-party data science or analytics consultants to perform deep data analysis and generate reports, which can be costly and lack real-time insights., Relying on Intuition/Basic Reporting: Continuing to make business decisions based on gut feeling or very high-level, infrequent reports, missing out on critical hidden patterns and opportunities for o, among 3 documented problem areas.
Buyers evaluating glean-surface typically ask AI models about "glean surface data analytics", "surface data visualization tool", "best business intelligence software", and 3 similar queries.
glean-surface's core products are Interactive data visualization platform, customizable analytical dashboards, surface pattern recognition module, data integration connectors..
glean-surface uses Subscription-based with tiered plans, typically based on user count, data volume, and advanced feature access. Enterprise plans are custom-quoted..
glean-surface serves Mid-market and enterprise businesses across finance, retail, manufacturing, and healthcare seeking deeper insights from complex datasets..
glean-surface Its unique 'surface' metaphor enables intuitive exploration of multi-dimensional data, coupled with proprietary 'gleaning' algorithms for automated anomaly detection and predictive pattern recognition.
Brand Authority Index (BAI) tier: Low Visibility (exact score locked for unclaimed brands)
Archetype: Challenger
Official website: https://glean-surface.com/
Last analyzed: August 9, 2026
Founded: 2018 (source: official website)
Headquarters: San Francisco, CA (source: official website)
This Business Profile is published by Optimly in the Optimly AI Brand Index, a public research dataset showing how AI systems describe brands, categories, and competitors. Optimly AI Visibility analyzes sampled buyer-intent responses, cited sources, and public brand information. The Brand Authority Index summarizes answer presence, narrative accuracy, and owned citations where sufficient evidence is available.
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