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Lucidworks, Inc.: Business Overview, Financials & Competitive Analysis

LucidWorks develops AI-powered search and discovery software that meshes big data with artificial intelligence to help with intelligent enterprise search, discovery, and personalization for enterprise customers. Globa...

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Lucidworks, Inc. OverviewStrategic ProfileCompetitive LandscapeIndustry ContextKey facts
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7/ 10Solid

Cyborg Score thesis

Profitable, customer-validated AI-search platform with strong ROI metrics and Fortune 500 adoption, but facing competitive...

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Industry Enterprise search and discovery software
6 named competitors
3 recent developments
11 analyst dimensions
Synthesized from analyst-debate stress-testing across 11 dimensions and hundreds of data points. Methodology →
Cyborg Score recalibrated: July 20, 2026
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Lucidworks, Inc. Overview

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LucidWorks develops AI-powered search and discovery software that meshes big data with artificial intelligence to help with intelligent enterprise search, discovery, and personalization for enterprise customers. Global leaders including Lenovo, Morgan Stanley, American Express, Red Hat, and Lowe's rely on the Lucidworks Platform to power superior digital experiences.

Strategic Profile

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The company is notable for being among the first to integrate LLMs and machine learning with search, deploying its first LLM in 2018 and deep learning recommenders as early as 2019. Lucidworks' technology is built on Solr, the global search standard used by 90 percent of Fortune 500 companies, positioning it as a core infrastructure player in enterprise search.

Competitive Landscape

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Competitors include SLI Systems, Mezmo, Cloud Software Group, Sinequa, and Firebase. Top competitors noted include HubSpot, Domo and Glean. LucidWorks differentiates through specialized AI-powered search and discovery rather than competing as a general platform, but faces pressure from broader GenAI and CDP platforms.

Industry Context

Lucidworks, Inc. operates in Enterprise search and discovery software.

Key facts

Founded: 2007 · Headquarters: San Francisco, US · Employees: 206 · Revenue: $63.9M for 2026 · Market cap: N/A

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Recent developments

Material events tracked by the AskCyborg corpus.

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Named competitors

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SinequaEnterprise AI-powered search and discovery→AlgoliaAPI-first search and discovery platform→GleanAI-powered workplace search and discovery→CoveoEnterprise AI-powered search and discovery platform→ConstructorAI-powered search and discovery for digital commerce→BloomreachCustomer experience and commerce search platform→

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Industry context

Lucidworks, Inc. operates in Enterprise search and discovery software. See how the rest of the sector scores on the Cyborg framework.

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Frequently asked questions

What does Lucidworks, Inc. do?+
LucidWorks develops AI-powered search and discovery software that meshes big data with artificial intelligence to help with intelligent enterprise search, discovery, and personalization for enterprise customers. Globa...
What is Lucidworks, Inc.'s Cyborg Score?+
Lucidworks, Inc. has a Cyborg Score of 7/10 (Solid). The score synthesizes business model, financials, leadership, competitive position, technology, marketing, and ESG dimensions across hundreds of data points.
Who are Lucidworks, Inc.'s main competitors?+
Named competitors include Sinequa, Algolia, Glean, Coveo. The full competitive landscape is in the AskCyborg report.
How can I get the full Lucidworks, Inc. research report?+
Get the report plus analyst-debate audio at askcyborg.com -- no credit card required for preview access. Pro adds saved-company audio playlists and monitoring.
How current is the Lucidworks, Inc. research?+
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