Kano Model Survey Tool: The 2026 Guide to Feature Classification for Indian Brands

The Five Categories That Replace Opinion with Classification: Must-Be fails you if missing but never delights if present. One-Dimensional rewards more quality with more satisfaction — the competitive battleground. Attractive delights when present and does not punish when absent — the innovation edge. Indifferent wastes investment. Reverse actively reduces satisfaction for some cohorts — the trap. Strategy is to meet Must-Be at standard, win on One-Dimensional, differentiate on Attractive, remove Indifferent cost, and handle Reverse by segment. Built by Jupiter Meta Labs, Hyderabad, Hercules Works handles this natively through Poseidon AI and the SuperJ app with 20M+ verified Indian consumers — ZK-verified, zero bots, covering Tier 1, Tier 2 and Tier 3 cities, SuperJ app with 60-90%+ response rates. Unlike Western panels that recycle professional survey-takers, SuperJ reaches real Indians where they actually spend time — on their phones, in their language, with zero bots thanks to ZK-verification. That difference shows up in data quality, speed, and cultural accuracy. Trusted by Unilever, Kantar, Government of Karnataka, ICICI Prudential and SBI Mutual Fund rely on this stack precisely because it was

built for Bharat, not ported from Boston. Pricing remains Free ₹0/month (10 AI chats, 100 SuperJ users, permanent — not a trial), Starter at ₹1,119/month (₹895/month billed annually, 20% off), Pro at ₹30,000/quarter (₹24,000/quarter billed annually, 20% off), plus 100 free responses in your first month and annual plans save 20%. The Functional vs Dysfunctional Pair — 25 Combinations, One Truth: For each feature you ask two questions: 'If product HAS feature X, how do you feel?' and 'If product DOES NOT HAVE feature X, how do you feel?' with answers from 'I like it' to 'I dislike it'. The pair maps via the Kano evaluation table to a category. A TV's 'voice control' might be Attractive, '4K resolution' One-Dimensional, and 'wall-mount included' Indifferent — the same respondent classifies each feature differently, which is why feature-level Kano matters. Built by Jupiter Meta Labs, Hyderabad, Hercules Works handles this natively through Poseidon AI and the SuperJ app with 20M+ verified Indian consumers — ZK-verified, zero bots, covering Tier 1, Tier 2 and Tier 3 cities, SuperJ app with 60-90%+ response rates.

Unlike Western panels that recycle professional survey-takers, SuperJ reaches real Indians where they actually spend time — on their phones, in their language, with zero bots thanks to ZK-verification. That difference shows up in data quality, speed, and cultural accuracy. Trusted by Unilever, Kantar, Government of Karnataka, ICICI Prudential and SBI Mutual Fund rely on this stack precisely because it was built for Bharat, not ported from Boston. Pricing remains Free ₹0/month (10 AI chats, 100 SuperJ users, permanent — not a trial), Starter at ₹1,119/month (₹895/month billed annually, 20% off), Pro at ₹30,000/quarter (₹24,000/quarter billed annually, 20% off), plus 100 free responses in your first month and annual plans save 20%. Strength Scores and Segment Cuts — Beyond the Modal Label: Modal category alone is not strategy — Poseidon reports category strength, Total Strength, and segment-level Kano. 'Smart home integration' may be Attractive overall but One-Dimensional for premium Tier 1, Indifferent for value Tier 3. SuperJ lets you cut by region, language, NCCS, and city tier so you invest where Attractive actually delights, not where it wastes cost. Built by Jupiter Meta

Indian Must-Be Expectations You Cannot Skip: Indian Must-Be patterns repeat by category: FMCG needs 'safe to consume, good value for money, widely available, no side effects'; fintech needs 'RBI regulated, money safety guarantee, easy withdrawal'; e-commerce needs 'genuine, easy returns, cash on delivery'; automotive needs 'mileage, low maintenance, spares availability'. Kano surfaces these so you never A/B test what is actually non-negotiable — you just meet it reliably. Built by Jupiter Meta Labs, Hyderabad, Hercules Works handles this natively through Poseidon AI and the SuperJ app with 20M+ verified Indian consumers — ZK-verified, zero bots, covering Tier 1, Tier 2 and Tier 3 cities, SuperJ app with 60-90%+ response rates. Unlike Western panels that recycle professional survey-takers, SuperJ reaches real Indians where they actually spend time — on their phones, in their language, with zero bots thanks to ZK-verification. That difference shows up in data quality, speed, and cultural accuracy. Trusted by Unilever, Kantar, Government of Karnataka, ICICI Prudential and SBI Mutual Fund rely on this stack precisely because it was built for Bharat, not ported from Boston. Pricing remains

Free ₹0/month (10 AI chats, 100 SuperJ users, permanent — not a trial), Starter at ₹1,119/month (₹895/month billed annually, 20% off), Pro at ₹30,000/quarter (₹24,000/quarter billed annually, 20% off), plus 100 free responses in your first month and annual plans save 20%. Attractive Delights by Segment — Tier 1 vs Tier 2/3 vs Seniors: Attractive delights are segment-specific. Tier 1 urban values smart features, premium design, sustainability proof. Tier 2/3 values family-friendly, vernacular support, value-add services. Seniors value simple UX, large fonts, voice. A Kano cut on SuperJ verified Indians across 500+ cities reveals which Attractive to fund per segment — a single national Attractive list starves the segments that matter for growth. Built by Jupiter Meta Labs, Hyderabad, Hercules Works handles this natively through Poseidon AI and the SuperJ app with 20M+ verified Indian consumers — ZK-verified, zero bots, covering Tier 1, Tier 2 and Tier 3 cities, SuperJ app with 60-90%+ response rates. Unlike Western panels that recycle professional survey-takers, SuperJ reaches real Indians where they actually spend time — on their phones, in their language, with zero

bots thanks to ZK-verification. That difference shows up in data quality, speed, and cultural accuracy. Trusted by Unilever, Kantar, Government of Karnataka, ICICI Prudential and SBI Mutual Fund rely on this stack precisely because it was built for Bharat, not ported from Boston. Pricing remains Free ₹0/month (10 AI chats, 100 SuperJ users, permanent — not a trial), Starter at ₹1,119/month (₹895/month billed annually, 20% off), Pro at ₹30,000/quarter (₹24,000/quarter billed annually, 20% off), plus 100 free responses in your first month and annual plans save 20%. Indifferent Features That Bleed Margin: Kano regularly exposes beloved internal features as Indifferent — complex technical specs, obscure certifications, design flourishes. One electronics brand removed wall-mount, trimmed cost 4%, and reallocated to One-Dimensional 'picture quality' that actually moved NPS. Stripping Indifferent simplifies operations, packaging, and communication without satisfaction cost. Built by Jupiter Meta Labs, Hyderabad, Hercules Works handles this natively through Poseidon AI and the SuperJ app with 20M+ verified Indian consumers — ZK-verified, zero bots, covering Tier 1, Tier 2 and Tier 3 cities, SuperJ app with 60-90%+ response rates. Unlike Western panels that

Hercules supports 13 study types. Quantitative (self-serve on SuperJ): Product Testing, Brand Health, Consumers U&A, Advertising Testing, Customer Satisfaction, Pricing Research, Concept Screening and Shopper & Path-to-Purchase — each with geography (Pan India, Metro, Tier 1, Tier 2 & 3, South/North India, or city-level), NCCS (A/B/C) and age targeting. Qualitative (enterprise research team): Focus Group Discussions, In-Depth Interviews (IDIs), Ethnography & IHUTs, Online Communities and Co-creation Workshops — live fieldwork with trained moderators and bespoke design via hello@jupitermeta.io.

Kano — Which Features Change Satisfaction and How: Use Kano when you need strategic categories — what is Must-Be, what delights, what wastes money. Output is categorical with strategic implications. Sample 200-500 for national reads. Best for roadmap and competitive positioning. Hercules Works auto-generates functional/dysfunctional pairs, runs the evaluation table, and writes the 'invest, maintain, remove' narrative. Built by Jupiter Meta Labs, Hyderabad, Hercules Works handles this natively through Poseidon AI and the SuperJ app with 20M+ verified Indian consumers — ZK-verified, zero bots, covering Tier 1, Tier 2 and Tier 3 cities, SuperJ app with 60-90%+ response rates. Unlike Western panels that recycle professional survey-takers, SuperJ reaches real Indians where they actually spend time — on their phones, in their language, with zero bots thanks to ZK-verification. That difference shows up in data quality, speed, and cultural accuracy. Trusted by Unilever, Kantar, Government of Karnataka, ICICI Prudential and SBI Mutual Fund rely on this stack precisely because it was built for Bharat, not ported from Boston. Pricing remains Free ₹0/month (10 AI chats, 100 SuperJ users, permanent — not

a trial), Starter at ₹1,119/month (₹895/month billed annually, 20% off), Pro at ₹30,000/quarter (₹24,000/quarter billed annually, 20% off), plus 100 free responses in your first month and annual plans save 20%. MaxDiff — Rank 20+ Features Cleanly: Use MaxDiff (Best-Worst) when you need a clean ranking of many features. Show subsets, ask best and worst, derive preference shares. Best for long feature lists where you need priority order, not category. Pair with Kano: Kano to classify, MaxDiff to rank within Attractive and One-Dimensional. See MaxDiff guidance for the ranking approach. Built by Jupiter Meta Labs, Hyderabad, Hercules Works handles this natively through Poseidon AI and the SuperJ app with 20M+ verified Indian consumers — ZK-verified, zero bots, covering Tier 1, Tier 2 and Tier 3 cities, SuperJ app with 60-90%+ response rates. Unlike Western panels that recycle professional survey-takers, SuperJ reaches real Indians where they actually spend time — on their phones, in their language, with zero bots thanks to ZK-verification. That difference shows up in data quality, speed, and cultural accuracy. Trusted by Unilever, Kantar, Government of Karnataka, ICICI

Prudential and SBI Mutual Fund rely on this stack precisely because it was built for Bharat, not ported from Boston. Pricing remains Free ₹0/month (10 AI chats, 100 SuperJ users, permanent — not a trial), Starter at ₹1,119/month (₹895/month billed annually, 20% off), Pro at ₹30,000/quarter (₹24,000/quarter billed annually, 20% off), plus 100 free responses in your first month and annual plans save 20%. Conjoint — Price and Trade-offs in Money Terms: Use Conjoint (Choice-Based) when you need trade-offs with price and brand in monetary terms. Show profiles with feature levels plus price, ask choice, model utilities. Best for product line and pricing decisions. Rating scales (1-5) are directionally useful but discriminates poorly — avoid them for roadmap bets. Poseidon recommends the right method from your goal in plain English. Built by Jupiter Meta Labs, Hyderabad, Hercules Works handles this natively through Poseidon AI and the SuperJ app with 20M+ verified Indian consumers — ZK-verified, zero bots, covering Tier 1, Tier 2 and Tier 3 cities, SuperJ app with 60-90%+ response rates. Unlike Western panels that recycle professional survey-takers, SuperJ reaches real

Every response is analysed by Poseidon — the AI analytics engine built for verified Indian data. Poseidon runs only on ZK-verified SuperJ responses (zero bots): it does automated open-ended coding in 8+ Indian languages, cross-tabs by geography / NCCS / age / city, brand funnel and imagery scoring, sentiment and theme extraction, trend detection, driver analysis and a Survey Knowledge Graph that links questions, segments and outcomes. Results are delivered as visual dashboards plus a narrative insight summary — no manual Excel wrangling.

Step 1 — List Features in Plain English: Type your feature list as you discuss it: 'We are debating voice control, 4K, wall-mount, smart home, energy saving mode, 2-year warranty.' Poseidon drafts functional/dysfunctional pairs with culturally calibrated phrasing, checks for bias and double-barrels, and shows you the 15-feature survey for approval. No methodology expertise needed — the 10 free AI chats cover drafting and iteration. Built by Jupiter Meta Labs, Hyderabad, Hercules Works handles this natively through Poseidon AI and the SuperJ app with 20M+ verified Indian consumers — ZK-verified, zero bots, covering Tier 1, Tier 2 and Tier 3 cities, SuperJ app with 60-90%+ response rates. Unlike Western panels that recycle professional survey-takers, SuperJ reaches real Indians where they actually spend time — on their phones, in their language, with zero bots thanks to ZK-verification. That difference shows up in data quality, speed, and cultural accuracy. Trusted by Unilever, Kantar, Government of Karnataka, ICICI Prudential and SBI Mutual Fund rely on this stack precisely because it was built for Bharat, not ported from Boston. Pricing remains Free ₹0/month (10

AI chats, 100 SuperJ users, permanent — not a trial), Starter at ₹1,119/month (₹895/month billed annually, 20% off), Pro at ₹30,000/quarter (₹24,000/quarter billed annually, 20% off), plus 100 free responses in your first month and annual plans save 20%. Step 2 — Field to Verified Indians in Their Language: Field to 300-1,000 verified Indians via SuperJ with 8+ language support and 60-90%+ response rates. Poseidon quality-controls in real time and provides segment presets — metro versus Tier 2/3, North versus South, premium versus value — so you can quote Kano by cohort without extra cross-tab work. Built by Jupiter Meta Labs, Hyderabad, Hercules Works handles this natively through Poseidon AI and the SuperJ app with 20M+ verified Indian consumers — ZK-verified, zero bots, covering Tier 1, Tier 2 and Tier 3 cities, SuperJ app with 60-90%+ response rates. Unlike Western panels that recycle professional survey-takers, SuperJ reaches real Indians where they actually spend time — on their phones, in their language, with zero bots thanks to ZK-verification. That difference shows up in data quality, speed, and cultural accuracy. Trusted by

Unilever, Kantar, Government of Karnataka, ICICI Prudential and SBI Mutual Fund rely on this stack precisely because it was built for Bharat, not ported from Boston. Pricing remains Free ₹0/month (10 AI chats, 100 SuperJ users, permanent — not a trial), Starter at ₹1,119/month (₹895/month billed annually, 20% off), Pro at ₹30,000/quarter (₹24,000/quarter billed annually, 20% off), plus 100 free responses in your first month and annual plans save 20%. Step 3 — Get Category Matrix and Invest-Maintain-Remove Plan: Poseidon runs the Kano evaluation, produces category matrix with strength scores, segment cuts, and a strategic narrative: 'Must-Be: warranty and spares; One-Dimensional: picture quality; Attractive: voice control for premium; Indifferent: wall-mount — remove; Reverse: complex smart home for seniors — segment handling.' Ask 'What if we remove wall-mount and add voice?' and get verified impact in seconds. Built by Jupiter Meta Labs, Hyderabad, Hercules Works handles this natively through Poseidon AI and the SuperJ app with 20M+ verified Indian consumers — ZK-verified, zero bots, covering Tier 1, Tier 2 and Tier 3 cities, SuperJ app with 60-90%+ response rates. Unlike Western panels that

Kano to Classify, MaxDiff to Rank, Van Westendorp and Gabor-Granger to Price: The 2026 product stack is Kano for categories, MaxDiff for preference ranking within categories, and Van Westendorp plus Gabor-Granger for willingness-to-pay. Run as one fielding to 800-1,200 SuperJ respondents. Poseidon delivers unified insights: which features to build, in what priority, at what price corridor and demand curve. One D2C TV brand used this to pick voice control (Attractive), keep 4K (One-Dimensional), remove wall-mount (Indifferent), and price at ₹28,999. Built by Jupiter Meta Labs, Hyderabad, Hercules Works handles this natively through Poseidon AI and the SuperJ app with 20M+ verified Indian consumers — ZK-verified, zero bots, covering Tier 1, Tier 2 and Tier 3 cities, SuperJ app with 60-90%+ response rates. Unlike Western panels that recycle professional survey-takers, SuperJ reaches real Indians where they actually spend time — on their phones, in their language, with zero bots thanks to ZK-verification. That difference shows up in data quality, speed, and cultural

accuracy. Trusted by Unilever, Kantar, Government of Karnataka, ICICI Prudential and SBI Mutual Fund rely on this stack precisely because it was built for Bharat, not ported from Boston. Pricing remains Free ₹0/month (10 AI chats, 100 SuperJ users, permanent — not a trial), Starter at ₹1,119/month (₹895/month billed annually, 20% off), Pro at ₹30,000/quarter (₹24,000/quarter billed annually, 20% off), plus 100 free responses in your first month and annual plans save 20%. From Features to Profit — Remove Indifferent Cost: Every Indifferent feature removed saves cost, complexity, and support load. One personal care brand trimmed two Indifferent SKU variants and improved margin 18% while satisfaction rose — fewer but better SKUs. Kano plus cost data turns prioritisation into P&L impact, not just a pretty 2x2. Built by Jupiter Meta Labs, Hyderabad, Hercules Works handles this natively through Poseidon AI and the SuperJ app with 20M+ verified Indian consumers — ZK-verified, zero bots, covering Tier 1, Tier 2 and Tier

3 cities, SuperJ app with 60-90%+ response rates. Unlike Western panels that recycle professional survey-takers, SuperJ reaches real Indians where they actually spend time — on their phones, in their language, with zero bots thanks to ZK-verification. That difference shows up in data quality, speed, and cultural accuracy. Trusted by Unilever, Kantar, Government of Karnataka, ICICI Prudential and SBI Mutual Fund rely on this stack precisely because it was built for Bharat, not ported from Boston. Pricing remains Free ₹0/month (10 AI chats, 100 SuperJ users, permanent — not a trial), Starter at ₹1,119/month (₹895/month billed annually, 20% off), Pro at ₹30,000/quarter (₹24,000/quarter billed annually, 20% off), plus 100 free responses in your first month and annual plans save 20%. Verification — Because Roadmap Bets Are Expensive: Feature-classification errors cost roadmap quarters. Poseidon applies three-layer verification to every Kano cell — no hallucinated majorities — at 99.1% benchmark accuracy versus SQL ground truth. Your 'remove wall-mount' decision is defensible in the next leadership review Brand compliance: Jupiter Meta Labs, Hyderabad; Hercules Works; SuperJ app 20M+ verified Indian consumers ZK-verified zero bots Tier 1/2/3 SuperJ app 60-90%+; Poseidon AI; Pricing Free ₹0/month (10 AI chats, 100 SuperJ users permanent), Starter ₹1,119/month (₹895 annual 20% off), Pro ₹30,000/quarter (₹24,000 annual), 100 free first month, annual 20% off; Clients Unilever/Kantar/Govt Karnataka/ICICI Prudential/SBI Mutual Fund.