Lucidworks Fusion

AI tool profile ·

An enterprise search platform built on open-source Apache Solr, powering online store search, support search, and workplace search.

66TriVista score
Category rankTied #19 in Enterprise Search and Knowledge Management
Baseline ELO1,447.2
At a glance
What it does

Lucidworks Fusion is an enterprise search platform built on the open-source Apache Solr search engine and the Apache Spark data-processing framework, extended with neural hybrid search, machine-learned ranking, and recommendations. Retailers use it to power on-site product search, support teams for case deflection and agent search, and IT teams for workplace search across internal systems. It is made by Lucidworks, founded in 2007 and based in San Francisco, which reports handling peak volumes above 300,000 searches per minute during high-traffic shopping periods. Note that the vendor's public pages returned access errors during this review, so confirm current features and certifications directly with Lucidworks.

Where it can help

This fits a company that needs serious search infrastructure, most often for e-commerce product search or customer support, and has technical staff who can work with a Solr-based platform; it is not a plug-and-play tool. A sensible starting point is a proof-of-concept on one high-value use case, such as product search on your main storefront, since deployments typically involve a real implementation project. Lucidworks does not publish standard pricing, and this review could not confirm figures from the vendor's site, so treat any number from a reseller or older source as unconfirmed and request a current quote. Budget for implementation and ongoing search-relevance tuning, not just license cost, since Solr-based platforms need active maintenance.

Understanding this score

A research signal to help you build a shortlist.

TriVista score
66.2
Category rank
#19
Baseline ELO
1,447.2

Compare within the category

This tool is ranked in Enterprise Search and Knowledge Management. Its score is not a global ranking across every AI tool.

Use a pilot to judge your fit

The score does not guarantee performance for your team. Validate relevance, integration, permissions, and cost against your own requirements.

How the number is calculated

The score converts the baseline ELO rating onto the TriVista scale. The headline badge rounds to a whole number. Scores are not silently clipped or capped.

TriVista Score = 50 + (ELO − 1350) / 6

Before you choose
  • Customer feedback is not yet strong enough to change the starting rating.
  • The tool has a middle-of-the-scale starting rating. A tied order does not show a measured difference.
  • Check the current price before you decide.
  • We recorded rollout time, how it runs, and when it does not fit.
How company details affect the score

The model adjusts the starting rating using the company details you select. Use these estimates to prioritize your review, then test the tool against your own requirements.

Read the full methodology →
Cost guide

What it can cost

These estimates cover licensing, setup, integrations, staff time, security, administration, and support.

Cost estimates by scenario Unit used in these estimates: enabled user.
Cost measureLowBaseHigh
First-year total$18.7K$30.5K$50.6K
Three-year total$34.5K$54.1K$87.3K
First-year cost per unit$935$1.5K$2.5K
Average annual cost per unit (over three years)$574$902$1.5K
Cost breakdown by scenario
Included cost components
ComponentLowBaseHigh
Licensing and usage$975$1.3K$1.8K
Implementation$5.1K$8.5K$14.5K
Integration$3.6K$6.5K$11.7K
Staff time and change management$2.9K$4.2K$5.9K
Security$2.5K$3.5K$5.3K
Administration$1.9K$2.5K$3.4K
Support$900$1.2K$1.6K

Estimate assumptions: Based on 20 enabled users. This is a planning allowance, not verified product pricing. Confirm the vendor’s billing unit and current price or quote before budgeting.

Benefits have not been estimated: The current research does not estimate potential savings, return on investment, or how long it would take to recover the cost. Earlier benefit estimates are excluded.

Get started

What you need first

What you need firstSet up the basics

Confirm current product identity, commercial packaging, data processing terms, sign-in and access rules, retention, integrations, support model, implementation effort, and rollback conditions.

How to startSet clear limits

Verify identity, package, availability, ownership, pricing, and security evidence before approving a pilot

Before you scaleSet safe working rules

Review security and exit requirements →

Recommended next action

Do not approve a pilot yet. Verify the current product identity, package, availability, owner, pricing, and security evidence; then define one workflow, a baseline, and rollback criteria.

Decision ownerBusiness and technology owner
STARTSet a goal and owner

Define what success looks like for a test of Lucidworks Fusion and assign someone to lead it.

FIRST MONTHTest one workflow

Once the requirements above are met, compare a small trial with how your team works today.

MONTH TWOReview actual use

Track adoption, output quality, business results, and actual costs against the estimate.

MONTH THREEDecide what comes next

Use the results to decide whether to stop, adjust, or expand the pilot.

Risk profile

Required controls

Security and safe use

Confirm encryption, how the vendor uses your data, customer data separation, how long data stays and how to delete it, activity records, sign-in and user setup, where data is handled, other companies that process data, past incidents, and what your team must manage.

Exit and rollback

Review before rollout: confirm how to export your data, revoke access, and return to your existing workflow. Assign an owner and test the rollback plan before expanding use.

Recommended next step

Do not approve a pilot yet. Verify the current product identity, package, availability, owner, pricing, and security evidence; then define one workflow, a baseline, and rollback criteria.

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Research support

How to learn more about this tool

Where to check the product, price, security, and support.

Official product information lucidworks.com Read official information →
Score history

How the rating has changed

Recorded score and category rank across research updates.

  • Current catalog refresh
    TriVista Score 66.2/100
    Category rank #19

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