How AI platforms recommend functional, adaptogenic, and social beverage brands — and which content signals drive the gaps.
Key Findings
Overall Findings
The top tier shows pronounced platform concentration across most brands. Kin Euphorics is the only brand in the top five with meaningful presence across all four platforms. The ChatGPT gap runs deeper in this category than in any other category audited to date.
| Brand | ChatGPT | Claude | Gemini | Perplexity | Total Prompts |
|---|---|---|---|---|---|
| Kin Euphorics | 15 | 32 | 32 | 21 | 100 |
| Recess | 10 | 28 | 28 | 14 | 80 |
| Hiyo | 7 | 15 | 32 | 13 | 67 |
| De Soi | 3 | 6 | 34 | 21 | 64 |
| Four Sigmatic | 10 | 31 | 14 | 9 | 64 |
| Curious Elixirs | 1 | 13 | 25 | 13 | 52 |
| Ghia | 4 | 9 | 19 | 16 | 48 |
| Moment | 5 | 13 | 19 | 7 | 44 |
| Clevr | 2 | 21 | 7 | 7 | 37 |
| Aplós | 0 | 2 | 22 | 11 | 35 |
| Seedlip | 8 | 13 | 5 | 7 | 33 |
| Three Spirit | 2 | 2 | 16 | 13 | 33 |
| BRĒZ | 2 | 0 | 16 | 14 | 32 |
| MUD/WTR | 2 | 19 | 9 | 2 | 32 |
| Athletic Brewing | 4 | 11 | 9 | 7 | 31 |
Platform Concentration Gaps
The following brands have meaningful AI visibility on at least two platforms but near-zero or zero presence on one or more others. These are specific and addressable content gaps — not general visibility problems.
| Brand | Other Platform Prompts | Gap Platform | Prompts |
|---|---|---|---|
| Aplós | 35 | ChatGPT | 0 |
| BRĒZ | 32 | Claude | 0 |
| Juni | 24 | ChatGPT | 0 |
| Juni | 24 | Claude | 0 |
| Ryze | 23 | Gemini | 0 |
| Curious Elixirs | 51 | ChatGPT | 1 |
| Clevr | 35 | ChatGPT | 2 |
| Three Spirit | 31 | ChatGPT | 2 |
| Three Spirit | 31 | Claude | 2 |
| MUD/WTR | 30 | ChatGPT | 2 |
| MUD/WTR | 30 | Perplexity | 2 |
| De Soi | 61 | ChatGPT | 3 |
| Ghia | 44 | ChatGPT | 4 |
Cluster Analysis
Different brands lead each cluster — and the gaps between cluster leaders and the field reveal where content investment is and isn't working. The Social & Non-Alcoholic and Retail & Discovery clusters carry the most direct purchase intent.
Athletic Brewing leads at 26 prompt appearances through its documented craft beer identity and inclusive social occasion positioning. Ghia's second-place finish reflects a consistent crossover from the mindful drinking category: the aperitivo occasion signal is strong enough to surface in social performance queries despite no functional claims. The social cluster is the most permeable category boundary in this audit — brands with specific, documented social occasion positioning travel across categories without deliberate targeting.
Kin Euphorics leads at 22 prompt appearances through deep adaptogen documentation — named ingredients with described mechanisms published across product pages and third-party editorial. Recess surfaces through its CBD and adaptogen positioning documented consistently across wellness media. Clevr's fifth-place finish reflects strong Claude visibility built on its SuperLatte formulation with named functional ingredients, despite near-absence on other platforms. This cluster rewards named-ingredient transparency at the mechanism level — not just category claims like "adaptogenic" or "calming blend."
Hiyo leads the Energy & Focus cluster at 13 prompt appearances, driven by its growing editorial presence across wellness and lifestyle media concentrated on Gemini. Four Sigmatic's strong second-place finish reflects years of mushroom coffee editorial across both wellness and mainstream food media. MUD/WTR surfaces through its named mushroom and adaptogen formulation published across multiple content sources. This cluster rewards brands with specific, named cognitive benefit documentation — not just "energy" or "focus" as category claims.
Four Sigmatic leads the general performance cluster at 27 prompt appearances, reflecting its mushroom coffee positioning published across enough content types to surface for generic functional discovery queries on both Claude and ChatGPT. Kin Euphorics' second-place result reflects cross-cluster breadth and documented functional identity. De Soi's fifth-place finish is notable given its near-zero ChatGPT presence — its Gemini and Perplexity performance generates meaningful general discovery visibility despite the platform gap.
Kin Euphorics leads the retail and discovery cluster at 25 prompt appearances, reflecting consistent retail metadata, DTC documentation, and channel coverage that AI systems draw from when answering where-to-find queries. Hiyo's second-place finish reflects growing natural channel coverage concentrated on Gemini. De Soi's fifth-place position is notable given its ChatGPT gap — strong Gemini and Perplexity retail documentation generates meaningful discovery visibility. Brands that document where to buy, which retail channels carry them, and what the purchase experience looks like generate substantially more retail cluster signal than those with a generic "available nationwide" line.
What Drives AI Visibility in Performance Beverages
AI visibility in this category is not determined by product quality, brand awareness, or marketing spend. It is determined by the depth, specificity, and distribution of content across the sources AI training data draws from — and which platforms that content has reached.
The brands AI recommends confidently are the brands whose ingredients have documented effects, not just documented presence. Kin Euphorics surfaces for both stress and social queries because its ingredient documentation goes beyond listing adaptogens to describing what each does: reishi for calm, rhodiola for resilience, GABA for relaxation at a social level. Four Sigmatic's mushroom coffee visibility is built on lion's mane and cordyceps documentation published with specific cognitive benefit claims across wellness editorial.
The brands absent from functional clusters despite having genuine ingredient stories are the ones that describe their formulation as "adaptogenic blend" or "functional ingredients" without naming the mechanism each ingredient serves. The ingredient exists. The documentation doesn't. That gap is the entire distance between surfacing in the Stress & Calm cluster and being invisible to it.
The Social & Non-Alcoholic cluster is won by brands that have documented a specific moment, not a product category. Athletic Brewing leads because its positioning is built around making every craft beer social occasion fully inclusive — a specific cultural commitment documented across food media, sports editorial, and DTC content. Ghia travels into this category from mindful drinking because the aperitivo hour is a specific and retrievable occasion signal.
Brands that describe themselves as "great for any occasion" or "perfect for social gatherings" without committing to a specific moment, serve, or cultural context are absent from this cluster regardless of how genuine their social use case is. A brand that owns one specific social moment outperforms a brand that claims five.
Platform concentration is the defining structural risk in this category. ChatGPT draws from older functional nutrition editorial and mainstream food media. Gemini weights recent DTC content, food media, and lifestyle editorial. Claude and Perplexity draw from trade press and structured product content. A brand with strong Gemini and Perplexity visibility but no ChatGPT presence has a specific source gap — not a general content problem.
For most brands with ChatGPT gaps in this audit, the intervention is targeted: mainstream food and beverage press, sports and nutrition editorial, and retail metadata in formats that predate the newer wellness media landscape these brands currently dominate. A brand with 60 appearances on two platforms is more exposed than a brand with 40 appearances distributed evenly across four.
Kin Euphorics is the only brand in this audit with meaningful presence across all four platforms. That balance is the result of investing in multiple source types simultaneously — not a single strong channel repeated everywhere.
What Brands Can Do With This
The distance between a mid-tier functional brand and the top of any cluster in this audit is a content distance. Kin Euphorics' leadership was built through consistent, specific content investment across named ingredients, social occasion documentation, and retail coverage simultaneously — not through marketing scale. The brands leading each cluster earned those positions through sustained documentation of what they are, what they do, and when to use them — published in formats AI systems can find and use.
Research published at KDD 2024 by Princeton University and IIT Delhi found that lower-ranked websites benefit substantially more from generative engine optimization than high-ranking ones. In their study, websites ranked fifth in traditional search saw visibility improvements of over 115% from content optimization, while top-ranked sites saw decreases. The structural advantages that make traditional SEO difficult for smaller and newer brands — domain age, accumulated press coverage, high-authority backlinks — matter far less in AI-driven discovery.
The three content types that move the needle most in this audit are named-ingredient documentation at the mechanism level published in editorial and interview formats; occasion-based positioning that commits to a specific social moment, serve context, or use case; and cross-platform editorial coverage that reaches the source types each AI platform draws from most heavily, with particular attention to ChatGPT's reliance on older mainstream food, nutrition, and trade press. The window where brands can build these signals before recommendation clusters fully calcify is open now.
About This Research
This report is part of an ongoing series examining AI recommendation patterns across premium food, beverage, and hospitality categories. Ally Kiel Consulting publishes original audit data to help founders and operators understand how AI systems currently classify and recommend their brands — and what drives the gaps.
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