Liquid Death ranks #1 of 76 brands across 4 major LLMs
What is working
- Claude cites you in 2 of 4 queries (50%).
- Perplexity cites you in 4 of 5 queries (60%).
- Outperforming 75 of 76 brands tested in the category.
Discoverability
How often each major LLM names Liquid Death when asked about your category, and how prominently. Mention rate measures how reliably you surface at all; average position measures how high in each answer. Together they tell you whether AI shoppers actually discover you.
Liquid Death per-LLM breakdown
| Platform | Mention rate | Avg position | Mentions |
|---|---|---|---|
| 40% | 3.5 | 2 | |
| 50% | 1.0 | 2 | |
| 40% | 1.5 | 2 | |
| 60% | 6.0 | 4 |
Mention rate = share of substantive responses where this LLM named the brand.
Liquid Death leads all 76 detected brands with a 47% substantive mention rate. Claude ranks it first in every response it generates, averaging position 1.0.
Coverage holds at 100% on ChatGPT, Gemini, and Perplexity, but drops to 80% on Claude. Perplexity delivers the most mentions (4) at a 60% rate, making it the highest-priority channel to optimize your AI citation strategy now.
Industry Leaders
Who AI assistants actually recommend in your category. Ranked by share of substantive responses across all LLMs.
Visibility leaderboard
Share of substantive responses each brand earned across all LLMs.
Top 6 of 76
- 147%Liquid DeathYou
- 237%LaCroix
- 326%Zevia
- 426%Waterloo
- 521%Celsius
- 621%Spindrift
Your AI Reputation is Okay at Best
What AI actually says when asked directly about your brand.
- “Price complaints frequently appear on Reddit, consumers note it's expensive water in marketing-heavy packaging”
- “Critics question whether aluminum is truly more sustainable than plastic at scale”
- “The most common complaint across nearly all platforms is the price, with many consumers feeling it's too expensive for water.”
- “Some critics view the brand as a marketing gimmick, arguing that the edgy branding doesn't justify the price or that it's simply overpriced water in a cool can.”
- “Some consumers express dissatisfaction with the product's price, considering it high for canned water.”
- “Some Reddit users have debated the appropriateness of its 'murder your thirst' slogan, viewing it as overly aggressive or off-putting.”
- “Liquid Death has about 1.6 stars from 8 reviews on PissedConsumer with complaints of unresponsive customer service and difficulty getting refunds/returns.”
- “Customers report canned responses, criticism handled privately via email/DM, and selective refunds/discounts when people dislike formula changes.”
Negative AI narratives spread fast. We catch them in 48 hours.
- We monitor what every major LLM says about your brand weekly.
- When AI starts citing a negative thread, review, or article, we surgically respond.
- First reputation move within 48 hours of detection.
Reddit signal
Reddit informs an estimated 60% of AI brand recommendations.
Your competitors are mentioned in 108 Reddit threads, surfacing across 13 of the highest-upvoted conversations. LLMs see those threads daily. They do not see you. This is reversible in 48 hours.
AI assistants treat Reddit as a high-trust signal source. When ChatGPT or Claude recommends a brand, there is roughly a 60% chance a Reddit thread informed that answer. Reddit citations compound: one strong thread can drive AI responses for months.
Source: Reddit. Live Reddit data, fetched within the last 7 days.
You are not where you should be on Reddit. We can change this in 48 hours.
- We seed authentic conversations in the subreddits LLMs source from.
- Real accounts, real value, real upvotes. No spam.
- First Reddit citation in an LLM response within 48 hours, or your first month is free.
Per-Query Breakdown
For each query, what each LLM actually named. Your brand is starred where it appeared.
Recommendations
Root causes
No third-party editorial coverage links Liquid Death to soda-alternative or energy-drink queries.
Zero fitness, health, or tea-category placements exist in LLM-cited press sources.
Structured product schema on liquiddeath.com is absent from LLM sustainability and soda-alternative source sets.
Capture the 3 queries where Liquid Death is invisible
Liquid Death scores 0% on two high-volume query types: low-sugar energy drinks and canned iced tea. Publish dedicated landing pages and structured FAQ content targeting those exact query strings on liquiddeath.com. Learn more
Liquid Death is absent from 3 of 5 tested queries, handing competitors free AI real estate.
Publish 5 third-party sustainability citations this month
Liquid Death owns the aluminum recyclability narrative in 4 of 4 LLMs, but perplexity sources zero liquiddeath.com URLs on the sustainability query, citing industry trade sites instead. Seed bylined content and data quotes in Beverage Industry, Can Central, and Packaging Digest to capture those citation slots. Learn more
Perplexity pulls from trade publications, not brand sites, for sustainability answers, Liquid Death must live there.
Fix the Perplexity position-6 drag with structured source seeding
Perplexity ranks Liquid Death at avg position 6.0, versus 1.0 on Claude and 1.5 on Gemini. Perplexity citations skew toward third-party beverage and packaging trade URLs. Place product data, press quotes, and sourcing facts on high-authority third-party pages that Perplexity already indexes. Learn more
A position-6 ranking on Perplexity means five competitors answer before Liquid Death does.
Deploy schema markup on all core product and mission pages
LLM crawlers parse structured data to extract brand attributes. Liquid Death has no detectable Product, Organization, or FAQPage schema on its core pages today. Add schema covering water source, packaging material, recyclability claims, and sustainability certifications to anchor the brand narrative in LLM training and retrieval. Learn more
Schema markup tells LLMs exactly what Liquid Death stands for, without leaving interpretation to chance.
Land Liquid Death in 3 Reddit fitness subreddits this month
Liquid Death earns 0% mention rate on energy drink and iced tea queries across all 4 LLMs. Reddit threads in r/Fitness, r/xxfitness, and r/HealthyFood are primary training and citation sources for those query types. Seed authentic, non-promotional posts comparing Liquid Death sparkling water and iced tea to Celsius and Zevia alternatives. Learn more
Reddit threads are direct LLM training sources; zero Liquid Death presence there means zero LLM mentions.
Partner with 2 sustainability orgs to generate co-branded citations
Claude cites everandeverwater.com and drinkpathwater.com as Liquid Death alternatives because those brands have co-citations with sustainability nonprofits. A published partnership or co-authored report with Aluminum Association or Can Manufacturers Institute would create authoritative third-party mentions across all 4 LLMs. Learn more
Co-branded citations from credentialed sustainability orgs force LLMs to cluster Liquid Death with verified authority.
Publish a clinical-style mineral profile page with lab data
ChatGPT and Claude both cite Liquid Death's Alps sourcing as a ranking factor on the canned still water query. Neither LLM links to a dedicated, data-rich mineral profile page on liquiddeath.com. Publish a page with third-party lab results, TDS numbers, and source region data formatted for LLM extraction. Learn more
LLMs cite Liquid Death's mineral sourcing as a differentiator; a lab data page locks that advantage permanently.
This audit is a snapshot. AI recommendations shift weekly as models retrain and content updates.