Frequently Asked Questions
ABOUT UMAMI
1. What is Umami?
Umami is an AI-enabled consumer intelligence and innovation platform built to help consumer brands make better, faster decisions about what to make, improve, and prioritize.
We transform real consumer feedback into actionable intelligence—helping teams identify unmet needs, understand product performance, uncover whitespace, and build stronger innovation pipelines.
Powered by Consumers. Accelerated by AI.
2. What problem does Umami solve?
Innovation teams have more data than ever—but not necessarily more clarity.
Umami helps cut through the noise by turning the voice of the consumer into structured, decision-ready intelligence. Instead of relying solely on trends, intuition, expensive research, or disconnected data sources, teams can quickly understand what consumers value, what frustrates them, and where opportunities exist.
3. Who is Umami built for?
Umami is designed for consumer brands and the teams responsible for growth, including:
- Brand Growth Leaders: Innovation/ Sales/ Marketing
- Consumer Insights Teams
- Retail Buyers & Private Brands Teams
- Ingredient Manufacturers - lead co-development
- VC/ PE diligence and port co support
Our roots are in food and beverage CPG, with applications across other consumer categories where product experience and consumer feedback drive purchase and repeat.
HOW IT WORKS
4. Where does Umami's consumer data come from?
Umami analyzes publicly available consumer product reviews and other relevant product information across 22 retailers nationwide by product, category and retail channel.
We turn thousands of individual consumer comments into structured intelligence—helping brands understand not just what consumers are saying, but why it matters and how it will drive growth for their unique organization.
5. Is Umami a social listening platform?
No. Social listening primarily tells you what people are talking about and can be extremely performative.
Umami focuses on what consumers say about their actual product experiences—what they bought, used, liked, disliked, wanted more of, or wished were different.
That makes the intelligence particularly valuable for product development and innovation.
6. How does Umami use AI?
AI allows Umami to analyze large volumes of consumer feedback quickly and consistently. Our methodology organizes that feedback into meaningful product attributes, consumer needs, opportunities, competitive insights, and innovation recommendations.
AI accelerates the work. Umami regulates it. Real consumers ground it.
7. Does Umami replace traditional customer research?
Not necessarily—and that's not the goal.
Umami can help teams determine where deeper research is worth investing (example for long-lead high capex projects). It can be used before traditional research to identify opportunities and sharpen hypotheses, or alongside research to add continuous, real-world consumer intelligence.
The result can be smarter research spending and faster decision-making.
8. How is Umami different from ChatGPT or other general AI tools?
General AI is powerful, but it isn't purpose-built around your category, competitive landscape, product attributes, brand realities, and innovation process.
Umami combines AI with structured and vetted consumer intelligence, proprietary methodology, product-level attribution, category context, and CPG expertise to create outputs specifically designed for business and innovation decisions.
WHAT YOU CAN DO WITH UMAMI
9. What can Umami help my team understand?
Depending on the engagement, Umami can help answer questions like:
- Why are consumers choosing—or rejecting—our products?
- Which attributes drive satisfaction and dissatisfaction?
- Where are competitors outperforming us?
- What unmet consumer needs exist?
- Where is there whitespace in our category?
- Which products or attributes should we improve?
- What should we make next?
- Which innovation opportunities deserve investment?
- How are newly launched products performing with consumers?
- What should my hierarchy of claims look like on my new item?
- Who is my advocate and detractor persona?
- How can I leverage my businesses unique advantages and constraints to grow and develop new products?
- How can I test old ideas against current consumer landscapes?
10. Can Umami analyze competitors?
Yes. Competitive intelligence is one of Umami's most powerful applications.
Brands can benchmark their products against competitors to understand relative strengths, weaknesses, consumer perceptions, product attributes, and areas of opportunity. This is a great way to determine your right to win as a brand internally or as you explore expanding retailer relationships.
11. Can Umami help us develop new product concepts?
Yes. Umami can move from consumer intelligence into actionable innovation opportunities, helping teams develop and prioritize concepts grounded in actual consumer needs.
Outputs can include concept direction, target consumer, key attributes, positioning considerations, pricing and sizing considerations, competitive context, and other inputs needed to move an idea toward commercialization. We also allow brands to engage their unique ethos, by uploading what we call brand context, and their unique advantages and constraints. In this way innovation concepts not only leverage consumer need-states, but also your secret sauce. Advantages and constraints can also impact innovation the complexity and therefore speed to market on new innovations.
12. Can we use Umami to evaluate an existing product?
Absolutely.
Umami can identify the attributes consumers love, recurring pain points, potential detractors, competitive vulnerabilities, and opportunities to strengthen the product.
This can be especially useful for renovation, reformulation, packaging changes, positioning, or portfolio decisions.
13. Can Umami track a new product launch?
Yes. Umami can help teams understand how consumers are responding to newly launched products as review data becomes available.
This creates a valuable feedback loop between launch → consumer response → learning → optimization.
14. Can Umami identify category whitespace?
Yes. By analyzing consumer needs, frustrations, preferences, product attributes, and competitive performance, Umami can help surface areas where existing products aren't fully meeting consumer expectations.
The goal isn't simply to find a trend—it's to find defensible opportunities your brand can act on.
USING UMAMI
15. Do we need to integrate Umami into our existing systems?
Not necessarily.
Umami can deliver value without a large IT implementation or complicated systems integration. You can determine the level of customization through advantage and constraint integration. Setup is simple, and data requests depend on your engagement and how your organization wants to use the intelligence.
16. How long does it take to get insights?
Umami is designed for speed. You will have answers in hours or days (customized reporting).
Timing depends on the category, scope, number of products, and desired outputs, but our goal is to dramatically reduce the time between question and clarity compared with many traditional research and innovation processes.
17. Do we need a dedicated insights or data team to use Umami?
No.
Umami is designed to make sophisticated consumer intelligence accessible to the people making everyday business decisions—from innovation and marketing teams to sales and executive leadership.
18. Can multiple functions use the same Umami intelligence?
Yes—and we encourage it. There are no seat costs in our platform.
One of Umami's advantages is creating a shared consumer truth across functions. Innovation may use the intelligence to build concepts, Marketing to sharpen positioning, Sales to tell a stronger category story, and Leadership to prioritize investments.
TRUST & DECISION MAKING
19. How do you make sure AI isn't hallucinating?
Umami's approach starts with real consumer feedback and structured product information rather than asking generative AI to invent consumer opinions.
Our methodology is designed to keep insights grounded in available evidence while using AI to accelerate analysis, synthesis, and opportunity identification with strict industry specific guardrails.
20. How should we use Umami's recommendations?
Umami is a decision-support platform—not a replacement for experienced teams.
We give teams stronger evidence, clearer signals, and faster access to consumer intelligence so they can make better-informed decisions using their own brand strategy, operational realities, and expertise.
21. Does Umami guarantee that a new product will succeed?
No platform can guarantee innovation success.
Umami's goal is to increase confidence and reduce avoidable risk by grounding innovation decisions in consumer evidence before significant time, money, and resources are committed.
That's why we believe in Proof over Promise.
GETTING STARTED
22. Do we have to purchase a subscription?
Not always.
Umami can support different customer needs, including focused projects and ongoing relationships. We can recommend the right approach based on your business question, category, and desired level of ongoing intelligence.
Click to Contact 23. Can we start with one category, brand, or business question?
Yes—and that's often a great way to begin.
A focused engagement allows your team to see Umami applied to a real business challenge and understand the value before expanding into additional categories, brands, competitors, or use cases.
24. What should we bring to our first conversation with Umami?
Bring us a question.
It might be:
"What should we make next?"
"Why is this competitor winning?"
"How can we improve this product?"
"Where should we place our innovation bets?"
"What are consumers telling us that we're missing?"
We'll help determine how consumer intelligence can answer it.
25. What's the best way to see if Umami is right for us?
Start with a conversation and a real business challenge.
We'll show you how Umami can turn consumer feedback into actionable intelligence for your brand, category, or innovation pipeline.
Less guessing. More knowing.
Confidence You Can Taste.
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