Research summary
Bundl Research Analyst
Day 20 · Festive portfolio review
Festival switch is trust in the tin, not discount depth
Prepared by Forward-Deployed Research · Dairy & staples
Adaptive interviews with 540 households and retailer intercepts in UP and Rajasthan showed that ghee switching during Diwali is driven by adulteration anxiety and giftability cues — not the ₹20 promotional gap finance assumed. Consumers maintain a ‘safe tin’ brand for puja and gifting while economising on daily cooking ghee — a two-brand mental account the client’s single ‘festival SKU’ strategy ignored.
Segmentation
Puja/gift tin vs daily cooking pouch — different quality heuristics and different switch triggers.
Price lever
Promo depth moved trial on cooking SKU only; gift tin required NMR-style purity signalling.
Outcome
Festival bundle architecture + purity narrative — ₹14Cr incremental without margin collapse.
Graded confidence: High on occasion segmentation; medium-high on revenue model.
540 calls · 64 retailer intercepts · Van Westendorp on gift tier
Analyst synthesis combined laddering on ‘safe for mithai’ with shelf photography of tin colour and certification marks. The evidence chain explains why competitor discounting failed to move gift occasions even when cooking SKU share shifted.
Challenge
Amul lost 4.6 share points in modern trade during Diwali — distributor data showed switch to a competitor’s cow-ghee tin with festive gramaje. Taste labs showed parity; the insight gap was promotion psychology.
Insight
₹2 crore monthly margin at risk
Wholesale teams wanted a price match. Brand refused to race on ₹/kg without understanding whether switchers would return after the festival.
Festival season decisions are made under compressed timelines and maximum internal noise — every function proposes a promo lever. The client’s baseline assumption was that Diwali switching was price-elastic like daily cooking oil. Early calls suggested otherwise: puja and gifting occasions carry adulteration fear that discounts cannot solve. Without separating those occasions in the evidence, the team would have funded the wrong promo architecture.
Retailer intercepts were added because household claims about ‘which tin we trust for mithai’ diverged from what shopkeepers said they pushed when customers asked for ‘safe’ ghee. That tension between stated and mediated trust is common in adulteration-sensitive categories — we planned for it in the triangulation grid from day one.
Brand context
Cooperative ghee carries institutional trust in wholesale and festive gifting. Competitors weaponised cow-ghee claims and sticker gramaje during Diwali without permanent MRP cuts.
Share loss concentrated in 1L tin — not loose or bulk institutional.
Approach
Bundl ran switcher interviews in Hindi, Gujarati, Marathi, and Tamil — laddering from festival shop moment to today’s tin on the shelf. Shelf audits in 180 stores triangulated claim visibility and gramaje stickers.
Three win-back concepts with holdout pricing, qualitative member checks on cow-ghee claim believability, and wholesale roundtables to stress-test feasibility.
Laddering moved from functional (‘good for frying’) to symbolic (‘safe for god’s prasad’) within three probes on average — the speed told us purity anxiety was already salient, not buried. Van Westendorp on gift tiers ran only after occasion sorting so price questions referenced the correct SKU mental account.
We stress-tested finance’s blanket promo by simulating shelf scenarios in interviews — respondents often interpreted deep discount on gift tins as quality compromise, not generosity. That finding was uncomfortable but saved margin: the recommended bundle paired cooking SKU promo with purity-led gift tin, not an across-the-board cut.
Field design
520
Interviews
180
Stores audited
3
Concepts tested
Sample weighted to modern-trade switchers with receipt verification on festival-week purchases. Price-pack modelling ran parallel on wholesale scenarios.
UP and Rajasthan quotas reflected different festival calendars and retailer concentration; we avoided pooling them into ‘North’ for inference. Intercept interviews at mithai shops during peak hours captured gift buyers under time pressure — a different decision mode than weekday kirana restock.
Photography of tin cues (colour, seal language, certification marks) fed a codebook the client’s agency reused for POS. Field leads logged when respondents brought competitor tins into frame unprompted — a behavioural trust signal stronger than any 1–5 scale.
Methods & pedagogy
Methods
Switcher interviews
Loss diagnosis
Festival shop narrative to current pantry state with laddering on trust cues.
Shelf audit
Claim visibility
Photo-coded gramaje stickers and cow-ghee callouts at eye level.
Price-pack modelling
Margin guardrails
Compared ₹/kg race vs festive recipe tin with guaranteed gramaje.
Member checking
Purity narrative
Validated that taste reformulation would not move switchers back.
Two-brand mental accounting — cooking vs puja — is the conceptual hook other dairy SKUs in the portfolio can reuse. We wrote it as an explicit insight pattern, not a one-off story, so category managers can test whether new launches respect or violate the same trust ladder.
Revenue confidence stayed medium-high because festival lift models depend on weather and competitor promo stacks we cannot control. The recommendation included trigger metrics to revisit pricing if competitor tins undercut on purity claims, not just rupees off.
Sentiment analysis
Stanford EMPATH profile
Switcher calls showed high EMPATH Tactic scores when describing festival shelf comparisons — emotional warmth remained toward Amul.
0.55
EMPATH · Emotional
Nostalgia for Amul tin in gifting.
0.49
EMPATH · Physical
Weight-in-hand gramaje comparison at store.
0.67
EMPATH · Mental
Arithmetic on extra 100g at same MRP.
0.44
EMPATH · Automatic
Habit broken only during promo window.
0.74
EMPATH · Tactic
Promo-sticker scanning behaviour in aisle.
0.58
EMPATH · Humanitarian
Festive generosity framing for ladoo tin.
520 switcher interviews · 14 states
Synthesis
Win-back required visible festival value without training the trade on permanent discount. Recipe-led sub-line beat ₹/kg match in modelled margin recovery.
Festive tin vs price match — margin and share recovery curves.
Result
Cooperative launched a festive recipe tin with guaranteed gramaje and ladoo occasion creative — no ₹/kg race. Modern trade and wholesale carried the same story.
Insight
₹2.1 crore monthly margin recovered
Within 90 days the loyal 1L tin regained 4.2 share points; margin recovered versus the price-match scenario modelled at kickoff.
“They didn’t leave us because our ghee failed — they left because the other tin looked like a smarter festival buy.”
Outcome
₹2.1 crore monthly margin recovered; loyal tin regained 4.2 share pts in 90 days.
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