Lilac Solutions vs OpsLevel

Side-by-side comparison of AI visibility scores, market position, and capabilities

Lilac Solutions leads in AI visibility (29 vs 24)
Lilac Solutions logo

Lilac Solutions

EmergingClimate & Energy

General

Oakland DLE lithium extraction technology ($318M total, $145M T. Rowe Price Series C); 5th gen 20x production rates with 1-acre = 10,000-acre evaporation pond efficiency and Great Salt Lake/Argentina deployments competing with SLB for lithium supply.

AI VisibilityBeta
Overall Score
D29
Category Rank
#690 of 1158
AI Consensus
51%
Trend
up
Per Platform
ChatGPT
38
Perplexity
35
Gemini
22

About

Lilac Solutions is an Oakland, California-based direct lithium extraction (DLE) technology company — backed with over $318 million in total funding including a $145 million Series C led by T. Rowe Price and Presidio Ventures — commercializing a proprietary ion exchange process that extracts lithium from brine resources with 70-98% efficiency using ceramic beads coated with nano-materials, achieving the same lithium output from a 1-acre system that conventional evaporation pond methods require 10,000 acres to produce. Founded in 2016 from CEO Dave Snydacker's PhD research at Northwestern University, Lilac was acquired new CEO Raef Sully (former CEO of Nutrien's $10 billion business unit) in 2024 to lead commercial scaling. In 2025, Lilac unveiled its fifth-generation DLE technology achieving 20x higher lithium production rates and 10,000 operational cycles before replacement — orders of magnitude better than competing technologies. Active projects include the Kachi project in Argentina (with Lake Resources), the Great Salt Lake project in Utah (targeting 3,000 tonnes per year by 2026), and the Neptune project in Germany. Lilac's manufacturing facility in Fernley, Nevada produces the ion exchange beads for commercial deployment. Investors include Breakthrough Energy Ventures.

Full profile
OpsLevel logo

OpsLevel

EmergingDeveloper Tools

Developer Portal

OpsLevel is a developer portal and service catalog for tracking service ownership, maturity scorecards, and production readiness across microservices.

AI VisibilityBeta
Overall Score
D24
Category Rank
#1 of 1
AI Consensus
67%
Trend
up
Per Platform
ChatGPT
22
Perplexity
18
Gemini
26

About

OpsLevel is a developer portal platform that gives engineering organizations visibility into the services they operate, who owns them, and how mature they are relative to internal engineering standards. At its core, OpsLevel maintains a service catalog that maps every microservice, repository, and infrastructure component to a team owner, populating metadata automatically from integrations with GitHub, GitLab, PagerDuty, Datadog, and cloud providers. This catalog becomes the authoritative source of truth for answering questions like who to contact about a service, what tier of reliability it requires, and what dependencies it has — questions that are often unanswerable at engineering organizations that have grown past the point where everyone knows everything.

Full profile

AI Visibility Head-to-Head

29
Overall Score
24
#690
Category Rank
#1
51
AI Consensus
67
up
Trend
up
38
ChatGPT
22
35
Perplexity
18
22
Gemini
26
20
Claude
32
34
Grok
28

Capabilities & Ecosystem

Capabilities

Only OpsLevel
Developer Portal

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