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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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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 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: October 12, 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 Software.

Key facts

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

What the analysts stress-tested

The top findings that survived the multi-agent debate for Lucidworks, Inc..

  • Lucidworks' annual revenue was $63.9 million in 2026, indicating stable but modest revenue base for a Series F company; profitability signals capital-efficient operations in a capital-intensive segment.
  • In January 2026, Lucidworks announced Data Enrichment with multimodal generative AI, and was named a Leader in two IDC MarketScape evaluations for Retail GenAI-Driven Product Discovery and General-Purpose Knowledge Discovery Software, validating competitive positioning.
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Recent developments

Material events tracked by the AskCyborg corpus.

  • January 2026Announced Lucidworks Data Enrichment feature using multimodal generative AI
  • January 2026Named a Leader in IDC MarketScape for Retail GenAI-Driven Product Discovery and General-Purpose Knowledge Discovery Software
  • +1 moreTrack every material event for Lucidworks, Inc. as it happens. Explore monitoring →
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Named competitors

Pulled from the analyst-debate framework. Click any competitor to see their Cyborg Score.

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 Software. See how the rest of the sector scores on the Cyborg framework.

Top companies in Enterprise Software by Cyborg Score

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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?+
The Cyborg Score is recalibrated weekly. Recent developments are tracked continuously and surfaced in every report.

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