Shared research study link

Fitness Supplements: When Lifestyle Beats Function

Understand how young fitness enthusiasts choose supplement brands and what role lifestyle and brand identity plays versus pure performance

Study Overview Updated Jan 16, 2026
Research question: Understand how young fitness enthusiasts choose supplement brands and the role of lifestyle/brand identity versus pure performance across three areas: 1) brand image vs ingredients/effectiveness, 2) reactions to candy/cookie flavor collaborations, and 3) whether supplements factor into lifestyle/identity (apparel/social). Who: 6 US-based supplement users (ages 23–40; mix of caregivers and young professionals, including Spanish-speaking and faith‑observant participants), providing 18 responses. What they said: Function and trust > vibe (~90/10)-buyers prioritize transparent dosing (no proprietary blends, third‑party testing), clear stimulant info, tolerability, price‑per‑serving, practical packaging, retail availability, and easy returns; neon “bro” branding, influencer hype, and subscription traps are exclusion triggers. Candy/cookie collabs are mostly gimmick-acceptable for sampling only if formula and price remain identical-while supplements are viewed as tools, not identity; apparel must be low‑key and durable, and social follow is earned via COAs, useful bilingual content, and privacy respect. Main insights: Brand “vibe” acts primarily as an exclusion filter; transparency and operational competence drive trial, conversion, and repeat; novelty flavors should be tactical; cultural signals (Halal, bilingual) and privacy‑respectful commerce unlock specific segments. Takeaways: Lead with proof over hype-publish exact mg and lot‑level COAs, disclose caffeine/beta‑alanine with timing guidance, show price‑per‑serving, and launch samplers/minis emphasizing normal flavors (vanilla/chocolate/unflavored) and mixability. Treat crossovers as limited, single‑serve trials with toned‑down adult packaging, no price bump, and explicit allergen/halal status; avoid influencer‑heavy “bro” aesthetics. Upgrade commerce and ops: Apple Pay and guest checkout with minimal data capture, honest subscriptions (easy cancel), visible lot/expiry and fast shipping, selective retail presence, proof‑led bilingual content, and understated, high‑quality apparel.
Participant Snapshots
6 profiles
Felecia Hernandez
Felecia Hernandez

Felecia Hernandez, 27, is a Miami-based fintech client success manager (WFH), separated. Earns ~$120–135k, financially disciplined, bilingual (English/Hindi). Values transparency and efficiency; volunteers, games, and aims to pivot into product management.

Brian Sundberg
Brian Sundberg

Brian Sundberg, 38, rural NJ healthcare operations/IT lead. Married with one child. Faith-driven, data-first, budget-conscious. Prefers reliable, low-friction tools with measurable ROI. Values family time, compliance, and predictable costs over flashy featu…

Krystalyn Estrada
Krystalyn Estrada

Bilingual 40-year-old retail sales associate in Hawthorne city, CA. Four kids, married, Muslim convert. Low household income but owns a small condo outright. Pragmatic, budget-driven, halal, family-first. Seeks transparent, time-saving, bilingual, durable s…

Nicole Lovvorn
Nicole Lovvorn

Rural Florida property manager, 38, married with one child. Bilingual household, faith centered, practical and budget conscious. Prioritizes reliability, preparedness, and community. Chooses durable, time-saving solutions with clear value and bilingual supp…

Jon Colon
Jon Colon

1) Basic Demographics

Jon Colon is a 29-year-old Hispanic male living in Rural, TX, USA. He was born in Mexico and is not a U.S. citizen; he is a lawful permanent resident who speaks Spanish at home and is bilingual in everyday life. He is single…

Fernando Mcphetridge
Fernando Mcphetridge

23-year-old single dad in Colorado Springs. Unemployed ex-IT support, house-hacking a condo, budget-focused, Evangelical. Values reliability, time savings, and privacy. Seeks stable tech role, prioritizes parenting routines, fitness, and practical purchases.

Overview 0 participants
Sex / Gender
Race / Ethnicity
Locale (Top)
Occupations (Top)
Demographic Overview No agents selected
Age bucket Male count Female count
Participant locations No agents selected
Participant Incomes US benchmark scaled to group size
Income bucket Participants US households
Source: U.S. Census Bureau, 2022 ACS 1-year (Table B19001; >$200k evenly distributed for comparison)
Media Ingestion
Connections appear when personas follow many of the same sources, highlighting overlapping media diets.
Questions and Responses
3 questions
Response Summaries
3 questions
Word Cloud
Analyzing correlations…
Generating correlations…
Taking longer than usual
Persona Correlations
Analyzing correlations…

Overview

Across this mini-sample of 18 respondents, supplements are treated primarily as functional tools rather than lifestyle badges. Purchase decisions are dominated by transparency (clear mg per ingredient, no proprietary blends, lot-level/third‑party testing), predictable stimulants and tolerability signals, and clear price-per-serving. Lifestyle or 'vibe' branding functions mainly as an exclusion filter-neon, skulls, influencer-heavy positioning and candyized flavors repel more than they attract. Demographics and context create predictable secondary needs: caregiving households prioritize family-safe cues, resealable/smaller formats and retail availability; Spanish-speaking and faith-observant shoppers require bilingual labels and halal certification; young budget-conscious and outdoors-oriented buyers focus on low price-per-serving, plain flavors and durable apparel; urban professionals emphasize seamless, privacy-conscious commerce and sampling. Tactical novelty (limited runs, single-serve) can drive short-term trials but rarely convert to staples unless formula, price and operational trust are preserved.
Total responses: 18

Key Segments

Segment Attributes Insight Supporting Agents
Mid-30s to 40s caregivers (married/parents), rural/suburban
  • age ~38–40
  • married / children
  • rural/suburban
  • occupations: office manager, property manager, sales rep
Prioritize family-safe, practical packaging and operational trust. These buyers prefer subdued, 'grown-up' packaging (avoid candy imagery), resealable/space-friendly containers, retail availability for easy repurchase, and visible lot numbers/expiry dates to reassure repetitive household use. Brian Sundberg, Nicole Lovvorn, Krystalyn Estrada
Spanish-speaking, lower-income frontline workers / faith-observant
  • Spanish language preference
  • lower income
  • grocery retail or caregiving occupations
  • faith observance (Muslim for some)
Cultural and faith signals are decision-critical. Bilingual labeling, explicit halal certification and modest/product-safety cues materially affect purchase intent. Small/sampler formats and clear price-per-serving reduce financial and storage barriers. Krystalyn Estrada
Young, budget-conscious males in non-corporate/transitional employment (rural)
  • age late 20s–early 30s
  • rural locale
  • barber / job seeker / transitional work
  • value-driven purchasing
Price, flavor and immediate tolerability drive choices; brand vibe is irrelevant unless overtly off-putting. Free, plain durable apparel only moves the needle if given away-these buyers are highly transactional. Jon Colon
Young urban professionals (mid-late 20s), tech/FinTech, WFH
  • age ~27
  • urban (e.g., Miami)
  • customer success / tech-adjacent roles
  • higher discretionary income
Commerce and privacy experience matter almost as much as formula: smooth checkout (Apple Pay), minimal data capture, clear sampling options and straightforward subscription transparency increase conversion. They reject influencer-heavy or aggressive retargeting approaches. Felecia Hernandez
Younger outdoors/utility-oriented males (early 20s), lower income / job-seeking
  • age early 20s
  • outdoors-friendly locale (e.g., Colorado Springs)
  • budget conscious / job-seeking
Supplements are tools for performance/utility. Expectations include transparent labeling, fair pricing, simple flavors and durable, low-key apparel. Novelty flavors drive short-term interest but not long-term loyalty. Fernando Mcphetridge
Higher-income professionals (mid-late 30s), documentation-first buyers
  • higher income
  • office/corporate roles
  • analytical / QA-oriented buying behavior
Third‑party testing, COAs by lot and detailed labeling are primary purchase enablers; brand imagery and lifestyle positioning are subordinate to verifiable documentation and the ability to trial small quantities first. Brian Sundberg

Shared Mindsets

Trait Signal Agents
Transparency (labels & testing) Clear mg per ingredient, avoidance of proprietary blends and visible third‑party testing are universal trust drivers across ages and incomes. Buyers want lot-level info and COAs where possible. Brian Sundberg, Fernando Mcphetridge, Felecia Hernandez, Nicole Lovvorn, Krystalyn Estrada
Function over vibe Brand 'vibe' rarely attracts new buyers; it more often excludes. Consumers tolerate utilitarian packaging but actively avoid neon, skulls, influencer-heavy or 'grind' messaging. Brian Sundberg, Fernando Mcphetridge, Nicole Lovvorn, Jon Colon, Krystalyn Estrada
Flavor & tolerability Simple, versatile flavors (vanilla, chocolate, unflavored), good mixability and GI tolerability are cross-cutting product requirements-overly sweet/artificial flavors are off-putting. Nicole Lovvorn, Jon Colon, Felecia Hernandez, Brian Sundberg
Price-per-serving and anti-subscription sentiment Shoppers actively calculate cost-per-serving, look for sample/single-serve options and are suspicious of opaque auto-ship/ subscription practices. Felecia Hernandez, Fernando Mcphetridge, Jon Colon, Nicole Lovvorn
Operational trust & retail availability Visible lot numbers, expiry dates, easy returns, predictable shipping and retail presence are meaningful enablers-especially for caregivers and routine buyers who need dependable restock paths. Nicole Lovvorn, Brian Sundberg, Krystalyn Estrada
Apparel & social engagement is pragmatic If apparel or social engagement occurs, it is driven by low-key, high-quality gear and practical content or community proof-not aspirational influencer culture. Felecia Hernandez, Brian Sundberg, Nicole Lovvorn, Fernando Mcphetridge

Divergences

Segment Contrast Agents
Privacy-first urban professional Strong demand for minimal data capture, Apple Pay and no aggressive retargeting contrasts with other segments that are less explicit about privacy and more tolerant of standard ecommerce tracking. Felecia Hernandez
Faith-driven Spanish-speaking shoppers Halal certification and bilingual labels are purchase-critical for this group, a higher bar than the primarily aesthetic cultural cues other shoppers cite. Krystalyn Estrada
Transactional apparel-only buyers Some budget-conscious male shoppers will only wear branded apparel if it is free, plain and durable-whereas other segments might accept paid, higher-quality gear as a brand extension. Jon Colon
Documentation-first higher-income buyers Despite higher income, this segment emphasizes frugality in process (trial small sizes) and demands lot-level COAs-placing verifiable documentation above status-driven purchasing. Brian Sundberg
Caregiver emphasis on packaging size Caregiving households uniquely emphasize resealable bags and smaller formats for storage and portion control-needs less pronounced in single, younger or outdoor-oriented buyers. Krystalyn Estrada, Nicole Lovvorn
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Recommendations & Next Steps
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Overview

Consumer decisions are driven by function and trust, not lifestyle hype. Prioritize: 1) transparent labels (exact mg, no proprietary blends, lot-level COAs), 2) clear caffeine/stimulant dosing and tolerability guidance, 3) visible price-per-serving and easy sampling, 4) normal flavors with strong mixability, 5) practical packaging (resealable, compact, grown-up), 6) privacy‑respectful checkout and honest subscriptions, 7) targeted inclusivity (Halal signals, bilingual labels). Treat candy/cookie collabs as tactical trials only (single-serve, no price bump, same base formula). Apparel and social should be low-key, useful, and proof-led (COAs, ops transparency), not influencer-heavy.

Quick Wins (next 2–4 weeks)

# Action Why Owner Effort Impact
1 Expose full transparency on PDPs and packs Clear dosing and third-party testing are the top trial enablers and reduce perceived risk. Product + QA/Regulatory Med High
2 Add caffeine mg and stim-free callouts with timing tips Exact stimulant info and side-effect expectations drive daily use and reduce churn. Product + CX Low High
3 Show price-per-serving and launch samplers Shoppers do the math and want to try before a full tub. Ecom + Growth Med High
4 Simplify checkout and subscriptions (Apple Pay, guest, easy cancel) Privacy and anti–dark-pattern commerce increase conversion and trust. Ecom/CRM + Legal Med High
5 Flavor and sweetness audit (prioritize vanilla/chocolate/unflavored) Overly sweet/candy flavors hurt repeat purchase and GI tolerance. R&D + Product Low Med
6 Publish an Ops Trust page Visible lot/expiry, shipping SLAs, and returns signal competence and reduce purchase friction. Ops + CX Low Med

Initiatives (30–90 days)

# Initiative Description Owner Timeline Dependencies
1 Label & Packaging Refresh for Radical Transparency and Inclusivity Refresh labels to show exact mg per ingredient, no proprietary blends, lot-level COAs QR, visible caffeine/beta‑alanine, bilingual panels (EN/ES), space‑efficient resealable formats, and mature, family‑safe design. Scope a Halal roadmap and clearly disclose status. Product + Design + QA/Regulatory Design 0–60 days; print changeover 60–150 days; phased sell-through thereafter Supplier spec confirmations, COA publishing workflow, Regulatory review, Packaging vendor lead times
2 Sampling & SKU Strategy (Single-Serve + Minis + Retail Pilot) Launch single-serve sachets and 10–15 serving minis for core flavors; enable low-cost sampler bundles; test retail availability where target shoppers already buy. Make price-per-serving prominent across PDP/cart. Ops + Growth Pilot in 45–90 days; scale 90–150 days Packaging suppliers for sachets/minis, Flavor stability and mixability tests, Retail partner onboarding, Forecasting and MOQ alignment
3 Privacy-Respectful Commerce & Subscriptions Implement Apple Pay, guest checkout, minimized data fields, clear no-trap subscription terms, one-click cancel/opt-out, sane email cadence, and consent management. Publish a plain-English privacy page. Ecom/CRM + Legal + Engineering 0–60 days for MVP; 60–120 days for refinements Payment gateway config, Legal/privacy review, CRM journey updates, Frontend engineering capacity
4 GI Tolerability & Stimulant Clarity Program Standardize tolerability testing, document common side-effects and mitigation (e.g., timing, food), expand stim-free options, and add clear beta‑alanine/caffeine disclosures on label and PDP with concise education. R&D + QA + CX Protocol in 30 days; labeling/content live by 90 days Lab/testing partners, Regulatory sign-off, Content/design support
5 Content & Community Proof Engine Publish COAs by lot, formula change logs, 60-second recipes (iced coffee blends), bilingual posts, and local give-back receipts (youth sports, drives). Shift to proof-over-hype cadence; email-first for skeptics. Marketing/Comms + CX Kickoff in 30 days; ongoing weekly cadence COA availability, Creative bandwidth, Community partners, Email infrastructure
6 Tactical Flavor Collab Framework Create a go/no-go rubric: same base formula, no price bump, toned-down packaging, explicit allergen/halal status, single-serve first; monitor GI feedback and repeatability. Treat as trial fuel, not core revenue. Product + Marketing + Legal Framework in 45 days; first test 90–150 days Partner agreements, Legal/licensing terms, Supply chain capacity, QA sign-off

KPIs to Track

# KPI Definition Target Frequency
1 Transparency Coverage % of SKUs with exact mg disclosed and lot-level COAs accessible on PDP 100% within 90 days Monthly
2 Price-Per-Serving Visibility % of PDPs and cart views showing clear price-per-serving 100% within 60 days Monthly
3 Sampler → Full-Size Conversion Share of sampler purchasers buying a full-size of same SKU within 30 days ≥18% by day 90 post-launch Monthly
4 Taste/GI Return Rate Returns/refunds attributed to taste or GI issues <3% within 120 days Monthly
5 Checkout Completion Payment-step conversion rate after Apple Pay/guest checkout rollout +20% in 60 days Weekly
6 Early Subscription Churn % of new subscribers canceling within 30 days -30% in 90 days Monthly

Risks & Mitigations

# Risk Mitigation Owner
1 Regulatory or labeling errors when publishing COAs and stimulant info QA/Reg review, claims checklist, preflight label audits, change-log governance QA/Regulatory
2 Halal certification delays or constraints Phase with transparent disclosures (status, timeline, ingredients), engage accredited bodies early, avoid overclaiming Regulatory + Product
3 COGS and complexity increase from single-serve/minis Bid multiple vendors, optimize MOQs, limit SKUs to core flavors, use data to prune low performers Ops + Finance
4 Reduced paid marketing efficiency from stricter privacy posture Improve onsite conversion, strengthen email value, leverage affiliates/retail, test contextual ads Growth/CRM
5 Flavor collab backlash (too sweet, kid-targeting optics, GI issues) Single-serve first, same formula/no price bump, toned-down design, explicit allergen/halal status, fast kill-switch on poor feedback Product + Marketing
6 Margin erosion from liberal returns and sampling Set thresholds, bundle samplers, optimize pack sizes, monitor LTV from sampler cohorts Finance + Growth

Timeline

0–30 days: Quick wins (PDP transparency, caffeine callouts, Ops Trust page), checkout improvements MVP, content cadence kickoff.

30–90 days: Price-per-serving live across PDP/cart, sampler/minis pilot, COA publishing at lot level, privacy/CRM revamp, GI protocol finalized.

90–150 days: Packaging/label refresh in market (phased), retail pilot, stim-free variants expanded, bilingual content scaled.

6–12 months: Halal certification (if pursued), expand retail doors, iterate flavors based on GI/taste data, codify collab framework and run 1–2 limited tests.
Research Study Narrative

Objective and context

We set out to understand how young fitness enthusiasts choose supplement brands and the role lifestyle/brand identity plays versus pure performance. Across 18 qualitative interviews, respondents consistently framed supplements as functional tools whose trust is earned through transparency, tolerability, and fair value-while lifestyle “vibe” mostly serves as an exclusion filter.

What we heard across questions

  • Function and transparency dominate trial. Clear dosing (no proprietary blends), visible third‑party testing, and lot/expiry info reduce perceived risk. As Brian Sundberg put it: “No proprietary blends and every mg is listed… Third‑party tested is obvious on the tub, not buried.”
  • Brand “vibe” is a negative filter, not a magnet. Neon, skulls, influencer-heavy hype, and “grind” slogans repel. Fernando Mcphetridge: “Ingredients and effectiveness are 90 percent, vibe is maybe 10 percent… that 10 percent is mostly a filter for cringe.”
  • Price-per-serving and honest commerce matter. Shoppers do the math, want samples/minis, and distrust subscription traps. Ease of returns and retail availability support repeat purchase.
  • Taste, mixability, and tolerability drive repeat. Simple flavors (vanilla, chocolate, unflavored), clean mix, and GI/stimulant clarity (exact caffeine, beta-alanine tingles, timing guidance) are table stakes. Krystalyn Estrada: “Exact caffeine and beta‑alanine amounts up front.”
  • Candy/cookie collabs are mostly gimmick. Useful for one‑time trial if price and base formula stay constant, but rarely become staples. Risks include excess sweetness, artificial aftertaste, GI issues, and a perceived logo premium. Felecia Hernandez: “Slaps a candy logo on the tub, spikes the price… calls it innovation.” Jon Colon: “Costs more. Same powder.” Faith considerations surfaced: non‑halal co‑brands raise doubt (Krystalyn Estrada).
  • Supplements aren’t identity; apparel/social must be pragmatic. “Tools like coffee and ibuprofen” (Nicole Lovvorn). Desired apparel is low‑key and durable (tiny logos, neutral colors). Social follows are earned by proof (COAs by lot), useful bilingual content, and respectful privacy. Felecia Hernandez wants minimal data capture and no aggressive retargeting; Brian Sundberg wants verifiable COAs; Jon Colon would wear gear only if plain, free, and tough.

Personas and correlations

  • Caregivers (mid‑30s/40s). Prefer subdued, family‑safe packaging, resealable smaller formats, retail restock, and visible lot/expiry (Brian, Nicole, Krystalyn).
  • Spanish‑speaking/faith‑observant. Require bilingual labels and explicit halal status; sampler sizes and clear price-per-serving reduce risk (Krystalyn).
  • Budget‑conscious rural males. Prioritize cost, simple flavor, tolerability; apparel only if free/plain/durable (Jon).
  • Urban privacy‑first professionals. Smooth checkout (Apple Pay), guest checkout, transparent subscriptions, minimal data; reject influencer hype (Felecia).
  • Documentation‑first higher‑income. Lot‑level COAs and small‑size trial over lifestyle cues (Brian).

What this means (actions)

  1. Make transparency undeniable. Disclose exact mg, remove proprietary blends, publish lot‑level COAs, and surface stimulant dosing/timing on pack and PDPs.
  2. Win on tolerability and taste. Prioritize vanilla/chocolate/unflavored, highlight mixability, and add stim‑free options with clear GI guidance.
  3. Show value clearly and enable trial. Display price‑per‑serving everywhere; launch single‑serve sachets and 10–15‑serve minis; offer easy returns.
  4. Design for inclusive practicality. Mature, “grown‑up” packaging; resealable/compact formats; bilingual panels; clear halal status roadmap.
  5. Respect privacy at checkout. Apple Pay, guest checkout, minimal fields, plain‑English privacy, and one‑click cancel for subscriptions.
  6. Treat flavor collabs as tactical. Limited runs, single‑serve first, no price bump, same base formula, toned‑down design, explicit allergen/halal disclosures.
  7. Proof over hype in brand touchpoints. Publish COAs by lot, formula change logs, concise bilingual how‑tos; low‑key apparel with tiny logos.

Risks to manage

  • Label/COA errors. Mitigate with QA/Regulatory preflight and change‑log governance.
  • Halal certification delays. Disclose status/timeline transparently; avoid overclaiming.
  • COGS/complexity from minis. Limit SKUs to core flavors; bid vendors; prune with data.
  • Paid efficiency drop from stricter privacy. Offset via onsite conversion, email value, retail pilots, and contextual ads.
  • Collab backlash (sweetness/GI/kid optics). Single‑serve tests, fast kill‑switch on poor feedback.

Next steps and measurement

  1. 0–30 days: Expose full dosing and caffeine on PDPs; launch COA publishing cadence; enable Apple Pay/guest checkout MVP; start bilingual, proof‑led content.
  2. 30–90 days: Roll out price‑per‑serving in PDP/cart; pilot sachets/minis; finalize GI protocol and stim‑free SKUs; refresh privacy/CRM cadences.
  3. 90–150 days: Begin packaging refresh (bilingual, QR to COAs); expand retail pilots; codify collab test framework (single‑serve, no price bump).
  • Transparency Coverage: % SKUs with exact mg and lot‑level COAs on PDP (target 100% in 90 days).
  • Price‑Per‑Serving Visibility: % PDP/cart views showing it (target 100% in 60 days).
  • Sampler → Full‑Size Conversion: Share buying full‑size within 30 days (target ≥18%).
  • Taste/GI Return Rate: Refunds due to taste/GI (target <3% in 120 days).
  • Checkout Completion: Payment‑step conversion after Apple Pay/guest (target +20% in 60 days).
Recommended Follow-up Questions Updated Jan 16, 2026
  1. Please complete a MaxDiff on trust and verification signals: in each set, select the MOST and LEAST important for your purchase decision (e.g., batch COAs, NSF/Informed Choice, no proprietary blends, exact caffeine mg, GMP, made in USA, retailer guarantee, clear returns, years in market, clinician oversight).
    maxdiff Prioritizes which trust cues to invest in across packaging and PDPs to increase conversion.
  2. What is the maximum acceptable price per serving (USD) for each? Please enter a number for: Protein powder; Pre-workout.
    matrix Sets price guardrails and informs pricing strategy by category.
  3. Where do you prefer to buy supplements? Rank these channels from most to least preferred: brand website, Amazon, specialty nutrition retailer, big-box store, local gym/shop, subscription/auto-ship, other.
    rank Guides distribution focus and retail partnership prioritization.
  4. What would most likely make you try or switch to a new supplement brand in the next 3 months? Select all that apply.
    multi select Identifies effective acquisition levers and switching triggers to shape go-to-market.
  5. How much caffeine do you prefer per serving in the pre-workout you use most often? Enter mg (enter 0 if you prefer stim-free).
    numeric Informs dosage tiers, SKU planning, and caffeine callouts.
  6. How important are the following packaging and format features when choosing a supplement? Rate each on a 1–5 importance scale: single-serve packs, resealable container, accurate scoop, minimal branding, recyclable packaging, compact size, bilingual labeling, tamper-evident seal.
    matrix Directs packaging design choices and on-pack messaging priorities.
Questions avoid prior topics (brand vibe vs ingredients, candy/cookie collabs sentiment, lifestyle/apparel/social) and focus on quantifying trust cues, price thresholds, channels, switching triggers, dosage, and packaging.
Study Overview Updated Jan 16, 2026
Research question: Understand how young fitness enthusiasts choose supplement brands and the role of lifestyle/brand identity versus pure performance across three areas: 1) brand image vs ingredients/effectiveness, 2) reactions to candy/cookie flavor collaborations, and 3) whether supplements factor into lifestyle/identity (apparel/social). Who: 6 US-based supplement users (ages 23–40; mix of caregivers and young professionals, including Spanish-speaking and faith‑observant participants), providing 18 responses. What they said: Function and trust > vibe (~90/10)-buyers prioritize transparent dosing (no proprietary blends, third‑party testing), clear stimulant info, tolerability, price‑per‑serving, practical packaging, retail availability, and easy returns; neon “bro” branding, influencer hype, and subscription traps are exclusion triggers. Candy/cookie collabs are mostly gimmick-acceptable for sampling only if formula and price remain identical-while supplements are viewed as tools, not identity; apparel must be low‑key and durable, and social follow is earned via COAs, useful bilingual content, and privacy respect. Main insights: Brand “vibe” acts primarily as an exclusion filter; transparency and operational competence drive trial, conversion, and repeat; novelty flavors should be tactical; cultural signals (Halal, bilingual) and privacy‑respectful commerce unlock specific segments. Takeaways: Lead with proof over hype-publish exact mg and lot‑level COAs, disclose caffeine/beta‑alanine with timing guidance, show price‑per‑serving, and launch samplers/minis emphasizing normal flavors (vanilla/chocolate/unflavored) and mixability. Treat crossovers as limited, single‑serve trials with toned‑down adult packaging, no price bump, and explicit allergen/halal status; avoid influencer‑heavy “bro” aesthetics. Upgrade commerce and ops: Apple Pay and guest checkout with minimal data capture, honest subscriptions (easy cancel), visible lot/expiry and fast shipping, selective retail presence, proof‑led bilingual content, and understated, high‑quality apparel.