Human understanding in the age of AI

AI can show you the way. Human insight tells you where to go.

Black-and-white engraving: Alice stands at the foot of a tree, hands behind her back, looking up at the grinning Cheshire Cat stretched along a branch above her.

Alice“Would you tell me, please, which way I ought to go from here?”

The Cat“That depends a good deal on where you want to get to,” said the Cat.

Alice“I don’t much care where—” said Alice.

The Cat“Then it doesn’t matter which way you go,” said the Cat.

Alice“—so long as I get somewhere,” Alice added as an explanation.

The Cat“Oh, you’re sure to do that,” said the Cat, “if you only walk long enough.”

Text: Lewis Carroll, Alice’s Adventures in Wonderland (1865), Chapter VI. Illustration by Sir John Tenniel (1865). Public domain. Image source: Wikimedia Commons.

Technology can accelerate the journey. But before choosing a path, we need to understand the people we’re trying to reach—and what we’re trying to achieve.

Sparkle Insights · Consumer Research · Cultural Intelligence · Strategy

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The question

Do we still need market research in the age of AI?

Yes. Perhaps more than ever.

AI can synthesize information, generate hypotheses, simulate perspectives, and develop ideas at remarkable speed. It can also strengthen the research process itself—helping teams design studies, organize what participants say, and analyze findings faster. But a convincing AI-generated answer is not necessarily evidence of what real people think, feel, need, or do.

The real distinction isn’t between AI and research. It’s between evidence grounded in real people and assumptions that haven’t been validated.

Good market research—AI-assisted or not—helps us discover what we don’t know, challenge what we think we know, and make decisions grounded in the people we’re trying to reach.

Speed is valuable. Direction matters more.

The human foundation

To understand people, we have to listen to them.

Primary research generates evidence from real audiences—not just interpretations of information already available. Qualitative research helps reveal motivations, tensions, aspirations, language, and cultural meanings that data alone may miss. Quantitative research helps us understand how widely patterns hold and where meaningful differences emerge.

Together, these methods produce consumer insights that reveal why people respond as they do, which assumptions deserve testing, and what matters when a brand makes its next move.

AI can suggest what might be true. Evidence from real people helps us find out.

The opportunity

Better research makes AI more valuable.

The choice isn’t between human researchers and AI. It’s about using each for what it does best—and knowing when real-world validation is needed.

Listen
Generate evidence through research with real people—using AI-assisted tools where they strengthen the work.
Interpret
Understand meaning, culture, context, and business implications.
Accelerate
Use AI to organize evidence, explore hypotheses, and develop strategic or creative starting points.
Validate & Act
Test assumptions when appropriate and apply human judgment to decisions.

These activities form an iterative learning cycle. AI can support every stage; it does not replace evidence from real people or researcher accountability.

The Sparkle Insights difference

From human understanding to meaningful action.

Great research shouldn’t end with a report. It should help shape what happens next.

Sparkle Insights combines rigorous primary research, a rich cultural insights library, senior-led strategic thinking, and AI-enabled capabilities to turn consumer insights into marketing strategy and activation.

Discover
Uncover motivations, needs, cultural contexts, market opportunities, and decision drivers.
Define
Translate evidence into audience strategy, positioning, messaging, and creative direction.
Develop & Refine
Inform or pressure-test business pitches, campaign ideas, concepts, and creative using research, cultural intelligence, and AI-assisted tools.
Activate
Guide media planning, audience engagement, and implementation priorities with evidence-based recommendations and strategic support.

Whether we’re involved at the start or brought in at a critical decision point, we help clients connect what they learn to what they do next. Not every engagement requires a new study or every stage of the process.

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Insights in action

Human understanding. Real-world impact.

See how Sparkle helps organizations make clearer decisions, strengthen messages, and turn audience understanding into action.

Campaign / Creative Evaluation

Turning Cultural Insights Into Creative Improvements

Major public-serving organization

Sparkle evaluated multiple short-form creative concepts through several cultural lenses, identifying interpretation gaps and opportunities to strengthen messaging. The client confirmed its team was actively making creative adjustments based on Sparkle’s recommendations.

More about this work — Turning Cultural Insights Into Creative Improvements

Campaign / Message Evaluation

Medicaid Expansion Messaging for Newly Eligible North Carolinians

North Carolina health-equity nonprofit

Stakeholder interviews, a survey, and in-depth interviews helped identify what created confusion, built trust, and made Medicaid expansion messaging relevant—informing a clearer messaging framework.

More about this work — Medicaid Expansion Messaging