Lilac Solutions vs DTE Energy

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

DTE Energy leads in AI visibility (94 vs 29)
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
DTE Energy logo

DTE Energy

LeaderEnergy & Utilities

Enterprise

Michigan's largest utility with $12.7B FY2024 revenue; $25B electric capex through 2027; 80% CO2 reduction by 2040; DT Midstream spun off 2022; data center demand growth in Detroit region.

AI VisibilityBeta
Overall Score
A94
Category Rank
#205 of 290
AI Consensus
62%
Trend
stable
Per Platform
ChatGPT
98
Perplexity
99
Gemini
85

About

DTE Energy is Michigan's largest integrated energy company and a diversified energy holding company, founded in 1903 as Detroit Edison and headquartered in Detroit, Michigan, trading on NYSE (DTE). The company generated approximately $12.7 billion in revenues for FY2024 under CEO Jerry Norcia, serving approximately 2.3 million electric customers through DTE Electric (southeast Michigan including Detroit) and approximately 1.3 million natural gas customers through DTE Gas (Michigan statewide). DTE's 2022 spin-off of its midstream pipeline business as DT Midstream (DTM)—a separate NYSE-listed company—sharpened DTE's strategic focus on regulated electric and gas utilities and its Energy Trading segment, which provides wholesale energy and natural gas marketing services.

Full profile

AI Visibility Head-to-Head

29
Overall Score
94
#690
Category Rank
#205
51
AI Consensus
62
up
Trend
stable
38
ChatGPT
98
35
Perplexity
99
22
Gemini
85
20
Claude
91
34
Grok
99

Key Details

Category
General
Enterprise
Tier
Emerging
Leader
Entity Type
brand
company

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