Lilac Solutions vs Duckie

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

Lilac Solutions leads in AI visibility (27 vs 25)

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
D27
Category Rank
#728 of 1167
AI Consensus
46%
Trend
stable
Per Platform
ChatGPT
22
Perplexity
36
Gemini
18

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

Duckie

EmergingInfrastructure

IT Operations

SF YC W24 AI support agent builder at 80% resolution time reduction and 71% ticket deflection; $500K from a16z/Greylock/YC/Netflix competing with Intercom Fin for customer support AI workflow automation.

AI VisibilityBeta
Overall Score
D25
Category Rank
#18 of 68
AI Consensus
59%
Trend
stable
Per Platform
ChatGPT
33
Perplexity
19
Gemini
36

About

Duckie is a San Francisco-based AI customer support platform — backed by Y Combinator (W24) with $500,000 in funding from Y Combinator, Andreessen Horowitz, Greylock, KungHo Fund, Netflix, and 5 additional investors — providing customer support teams with an AI agent builder that translates existing support processes and workflows into predictable, reliable AI automation, achieving 80% reduction in resolution time and 71% ticket deflection for deployed teams. Founded in 2023 and targeting customer support leaders at growth-stage software companies, Duckie enables support teams to deploy AI agents in minutes without engineering dependency.

Full profile

AI Visibility Head-to-Head

27
Overall Score
25
#728
Category Rank
#18
46
AI Consensus
59
stable
Trend
stable
22
ChatGPT
33
36
Perplexity
19
18
Gemini
36
21
Claude
31
37
Grok
34

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