CPG Brands Leverage Data To Win Big

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Article Summary

A common misconception is that CPG brands only need sophisticated consumer data when things are going wrong. When a product is selling well, it’s easy to get complacent. After all, if it’s not broken, why fix it? The truth is, it’s just as important to leverage data and insights when your brand is flying off the shelf – if you want that growth to last,...

Key Takeaways

  • This article explains 1. You Don’t Know The Real Reason People Are Buying Your Product   in simple medical language.
  • This article explains 2. Your Primary Customer Isn’t Who You Think It Is in simple medical language.
  • This article explains 3. Data Enables You To Evolve With the Customer in simple medical language.
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Definition

A common misconception is that CPG brands only need sophisticated consumer data when things are going wrong.

When a product is selling well, it’s easy to get complacent. After all, if it’s not broken, why fix it?

The truth is, it’s just as important to leverage data and insights when your brand is flying off the shelf – if you want that growth to last, that is.

As I’ve previously argued, point-of-sale data is a bit of a black box. It mostly tells you the what but not the why. Sure, you know someone is buying your product, but who? And for what reason? Knowing the answer to these questions is critically important for long-term success in the CPG space.

Last year we launched SnackNation Insights, a data platform that provides emerging CPG and natural food brands the intelligence they need to better understand their core customers, make faster decisions, and maximize their overall impact. As data and insights become more and more of a focus for us, we’re continuously learning about why different brands need data. It turns out data is even more important than even we thought – and that importance is only increasing.

Here are three big reasons why you need data, even when you have a hit on your hands.

1. You Don’t Know The Real Reason People Are Buying Your Product  

Consumer insights have a way of turning your assumptions on their head.

4505 Meats founder and CEO Ryan Farr know this firsthand. Farr and the 4505 team make delicious, keto-certified artisanal pork rinds. The brand has been hugely successful, morphing from a late-night San Francisco bar treat to a staple at Whole Foods across the U.S., with a steady D2C business to boot.

Initially, Farr assumed the brand’s success was due to its keto-friendly macronutrient profile. “I always thought it was about high protein, zero carbs,” Farr told us on the floor of EXPO West this year.

But after combining survey data and anecdotal feedback from product demos, Farr learned that the trigger for acquiring a new customer wasn’t quite what he thought it was. “We learned that these are actually the top three reasons that people pick up our product: The first one is the packaging looks awesome. The second is that the product looks delicious. And the last one is because it is delicious.”

The two main reasons had nothing to do with taste or function – it was about the visual appeal of the product and packaging. And Farr’s assumption – that the macronutrient content was driving consumption – didn’t even make the top three.

Here’s why that matters. If you believe that a first-time customer is trying your product primarily as a way to cut carbs, you might not think twice about rolling out a new brand aesthetic that emphasizes features and benefits – sabotaging your growth in the process.

2. Your Primary Customer Isn’t Who You Think It Is

I talk to a ton of founders, and one of the most common founding stories I hear is that of the entrepreneur who discovers a breakthrough product simply by solving a problem in his or her own life –

There’s the bodybuilder who wants his protein but is sick of eating like a bodybuilder (ala Barry Turner of Lenny and Larry’s fame).

The software sales manager is trying to avoid the inevitable brain fog that seems to settle in every afternoon around 3:00 (talking to you Will Nitze and IQ Bar).

There’s the young marketing professional and former athlete looking for an easier way to meal prep (hello Rachel Drori and Daily Harvest).

But a common trap for brands that are founded this way is to assume that you are your customer. To put it another way, just because your product initially solved your problem, that doesn’t mean your customer looks anything like you.

Proteus is a fantastic example of a brand that used customer feedback to avoid this pitfall. Co-founder Krik Angacian helped create the protein-infused snack category because he was looking for a more enjoyable way to keep up his desired protein intake after intense workouts.

“About 15 years ago I was coming home from the gym, and I was eating a protein bar – and back then they were really bad,” Krik recalled on the Brand Builder podcast. “I remember just thinking to myself, ‘I am so sick of these, I don’t want any more bars or shakes.’”

So Protes – and the protein chip category – was born when Krik decided to solve his problem. But as the brand scaled, Krik learned that Protes “was not a meathead brand” like one might assume. Data showed that his customers were mostly women, and they were eating the product as a healthy snack, not as a post-workout protein infusion.

This was one of the inspirations for the brand’s recent refresh, which included new packaging and a new formulation.

For Kirk and his business partner, it’s all about anticipating potential misalignment before it derails growth:

“Addressing problems even when there aren’t necessarily problems is key.”

3. Data Enables You To Evolve With the Customer

Consumer data and insights can help you not only understand who your customer is today, but also who he’ll be one, two, or five years from now.

This is especially true for brands that appeal to a niche audience. Take AWAKE caffeinated chocolates. The brand has broad appeal, but its initial growth was among college and university students.

AWAKE has founded on the insight that taste was the top reason consumers didn’t like energy drinks. Instead of focusing on the form, AWAKE co-founder Adam Deremo and his team focused on function, creating a better-tasting, caffeinated confection to compete in the energy market.

The function-first strategy proved itself correct as AWAKE took off with students. Yes, AWAKE tastes great, but college students were choosing AWAKE primarily because they lead busy lives and they need a quick and easy energy boost.

Fast forward a few years, and AWAKE’s fastest-growing channel is no longer universities, but offices. Consumers who discovered the product in their student union now see the product in their office, where they continue to purchase it as a fast energy source.

The use-case insight combined with point-of-sale data helped the AWAKE team keep up with their consumer, and follow them from college to their first jobs.

“It’s one of the reasons we were so happy that college and university was such a big channel early,” co-founder Adam Deremo told us in a recent interview. “We absolutely have found that consumers who are buying product in their office building or online are people who discovered it while they were at university.”

These are just a few of the reasons why data is invaluable for brands, even when they have a hit on their hands.

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Prepare before seeing a doctor

A simple rural-patient checklist to help you explain symptoms clearly, ask better questions, and avoid unsafe self-treatment.

Safety note: This is not a prescription or diagnosis. For severe symptoms, pregnancy danger signs, children with serious illness, chest pain, breathing difficulty, stroke-like weakness, or major injury, seek urgent care.

Which doctor may help?

Start with a registered doctor or the nearest qualified health center.

What to tell the doctor

  • Write when the problem started and how it changed.
  • Bring old prescriptions, investigation reports, and current medicines.
  • Write allergies, pregnancy status, diabetes, kidney/liver disease, and major past illnesses.
  • Bring one family member if the patient is weak, elderly, confused, or a child.

Questions to ask

  • What is the most likely cause of my symptoms?
  • Which danger signs mean I should go to hospital quickly?
  • Which tests are necessary now, and which can wait?
  • How should I take medicines safely and what side effects should I watch for?
  • When should I come for follow-up?

Tests to discuss

  • Vital signs: temperature, pulse, blood pressure, oxygen saturation
  • Basic physical examination by a clinician
  • CBC, urine test, blood sugar, or imaging only when clinically needed

Avoid these mistakes

  • Do not use antibiotics, steroid tablets/injections, or strong painkillers without proper medical advice.
  • Do not hide pregnancy, kidney disease, ulcer, allergy, or blood thinner use.
  • Do not delay emergency care when danger signs are present.

Medicine safety and first-aid guide

This section is for patient education only. It does not replace a doctor, pharmacist, or emergency care.

Safe first steps

  • Avoid heavy lifting, sudden bending, and prolonged bed rest.
  • Use comfortable posture and gentle movement as tolerated.
  • Discuss physiotherapy, X-ray, or MRI only when clinically needed.

OTC medicine safety

  • For mild back pain, pain-relief medicine may be discussed with a doctor or pharmacist.
  • Avoid repeated painkiller use if you have kidney disease, stomach ulcer, uncontrolled blood pressure, or are taking blood thinners.

Avoid these mistakes

  • Do not start antibiotics without a proper medical decision.
  • Do not use steroid tablets or injections casually for quick relief.
  • Do not delay emergency care because of home remedies.

Get urgent help if

  • Back pain with leg weakness, numbness around private area, loss of urine/stool control, fever, cancer history, or major injury needs urgent care.
Medicine names, dose, and timing must be decided by a qualified clinician or pharmacist after checking age, pregnancy, allergy, other diseases, and current medicines.

For rural patients and family caregivers

Patient health record and symptom diary

Write your symptoms, medicines already taken, test results, and questions before visiting a doctor. This note stays on your device unless you print or copy it.

Doctor to discuss: Doctor / qualified healthcare provider
Tests to discuss with doctor
  • Basic vital signs: temperature, pulse, blood pressure, oxygen level if needed
  • Relevant blood, urine, imaging, or specialist tests only after clinical assessment
Questions to ask
  • What is the most likely cause of my symptoms?
  • Which warning signs mean I should go to emergency care?
  • Which tests are really needed now?
  • Which medicines are safe for my age, pregnancy status, allergy, kidney/liver/stomach condition, and current medicines?

Emergency warning signs such as chest pain, severe breathing difficulty, sudden weakness, confusion, severe dehydration, major injury, or loss of bladder/bowel control need urgent medical care. Do not wait for online information.

Safe pathway to proper treatment

Care roadmap for: CPG Brands Leverage Data To Win Big

Use this simple roadmap to understand the next safe steps. It is educational and does not replace examination by a doctor.

Go to emergency care if you notice:
  • Severe or rapidly worsening symptoms
  • Breathing difficulty, chest pain, fainting, confusion, severe weakness, major injury, or severe dehydration
Doctor / service to discuss: Qualified healthcare provider; specialist depends on symptoms and examination.
  1. Step 1

    Check danger signs first

    If danger signs are present, seek emergency care and do not wait for online information.

  2. Step 2

    Record the symptom story

    Write when symptoms started, severity, medicines already taken, allergies, pregnancy status, and test results.

  3. Step 3

    Visit a qualified clinician

    A doctor, nurse, or qualified healthcare provider can examine you and decide which tests or treatment are needed.

  4. Step 4

    Do only useful tests

    Do tests after clinical assessment. Avoid unnecessary tests, random antibiotics, or repeated medicines without diagnosis.

  5. Step 5

    Follow up and return early if worse

    If symptoms worsen, new warning signs appear, or treatment is not helping, return for review quickly.

Rural patient practical tips
  • Take a written symptom diary and all previous prescriptions/test reports.
  • Do not hide medicines already taken, even herbal or over-the-counter medicines.
  • Ask which warning signs mean urgent referral to hospital.

This roadmap is for education. A real diagnosis and treatment plan requires history, examination, and clinical judgment.