AI Gets a Say in Creativity: A New Framework for Judging TV Ads

MINNEAPOLIS, MN – August 17, 2026

The advertising world has long been a house divided, with the data-driven strategists in one room and the intuitive creatives in another. A truce has always existed, but a common language has been elusive. Now, a Minneapolis-based TV agency, Marketing Architects, is proposing a new Rosetta Stone—a framework designed to let humans and artificial intelligence evaluate creative work in unison. It’s a move that doesn't just introduce a new tool, but signals a profound operational shift in how the value of creativity is defined, measured, and scaled.

For 30 years, Marketing Architects has positioned itself as an innovator, tackling TV advertising's endemic challenges of pricing and measurement with homegrown technology. Its latest announcement, however, ventures beyond optimizing media buys and into the subjective heart of the industry: the creative idea itself. The agency has developed and validated a system it believes can teach AI to recognize the hallmarks of great advertising, potentially transforming the industry’s most unpredictable element into a more reliable driver of success.

Standardizing the Subjective

At the core of this initiative is a fundamental problem that has plagued agencies for decades: what, exactly, makes an ad “good”? Most agencies, the company notes, rely on “gut feel and internal debate,” a process that is often inconsistent and subject to the loudest voice in the room. To counter this, Marketing Architects has constructed a framework that breaks down the amorphous concept of “creative quality” into seven distinct criteria:

• Concept Originality: How novel is the core idea?
• Narrative Surprise and Emotional Punch: Does the story engage and move the viewer?
• Visual Freshness: Are the visuals distinctive and modern?
• Dialogue and Voice Distinctness: Is the language memorable and unique?
• Craft Cohesion: Do all the elements work together in harmony?
• Brand-Fit Risk and Reward: How well does the ad align with the brand’s identity and goals?
• Cultural Resonance: Does the creative connect with current trends and sensibilities?

This isn't merely an internal checklist. The agency commissioned a national study of 500 marketing and creative professionals to test a radical hypothesis: Could AI, guided by this framework, learn to judge creative work like a human? The results were, in their words, “surprisingly positive.” When prompted with the seven criteria, AI models and human experts arrived at remarkably similar ratings and conclusions across different ad concepts.

“There's skepticism that AI is too rational to judge something as subjective as creativity,” noted Catrina McAuliffe, SVP Brand Strategy at Marketing Architects, in the company’s announcement. “This research suggests AI can recognize many of the same creative qualities people do.” This finding is the bedrock upon which the company is building its next generation of creative tools.

A New Human-Machine Partnership

This research is not a theoretical exercise. Marketing Architects has already operationalized the framework by building it into a new evaluation tool for its creative team. This tool provides writers and art directors with early, objective feedback on their concepts, measuring them against the seven criteria. The goal isn't to replace human judgment but to augment it, providing a data-informed sounding board long before a concept reaches the expensive production stage.

This new system works in tandem with the agency’s existing AI pretesting tool, ScriptSooth, which analyzes TV scripts for performance potential. The combination represents a powerful operational innovation. While ScriptSooth focuses on the direct-response mechanics—what will make a viewer act—the new tool ensures the work also builds the brand and meets a high standard of creative excellence. It’s a two-pronged approach to solving one of advertising’s oldest puzzles: balancing long-term brand building with short-term sales performance.

“We’ve always believed brand and performance are both crucial for creative success on TV,” said Joel Kalinowski, the agency’s SVP of Platform. “Now, we're building technology that understands and informs the full scope of what makes TV effective.” This integration creates a feedback loop where creative quality and performance data inform each other, moving the agency away from siloed thinking and toward a holistic definition of effectiveness.

An Industry at a Crossroads

Marketing Architects’ move comes at a time when the broader marketing industry is grappling with AI's role in creative fields. While AI has been widely adopted for media buying optimization—the agency’s own AI, Annika, recommended 55,000 media buys in a single year—its application in creative judgment remains a frontier fraught with both excitement and skepticism. Some industry veterans argue that true creative genius, with its reliance on cultural nuance and emotional intuition, can never be codified into an algorithm. They fear that an over-reliance on AI-driven frameworks could lead to a 'regression to the mean,' producing safe, formulaic work that fails to break through.

However, the push for greater accountability in advertising is undeniable. With studies showing that creative quality is a massive driver of sales lift (accounting for as much as 37% according to some analyses), clients are increasingly demanding more than just a clever idea; they want proof that it will work. Marketing Architects is betting that a shared language for quality is the answer. By providing a structured, data-validated way to discuss and refine creative, they aim to demystify the process for clients and empower their own teams.

While other AdTech firms are developing AI for generating ad copy or visual assets, Marketing Architects' strategy is distinct. They are not focused on having AI create the ads, but on creating a system where AI helps evaluate and improve human-created ads. This positions the technology as a collaborator, not a competitor, to the human creative.

The Operational Innovation

For leaders and investors, the true significance of this development lies not in the AI itself, but in the operational model it enables. By creating a standardized framework for creative quality, Marketing Architects is building a scalable engine for excellence. This system promises to reduce internal friction, accelerate the feedback process, and align creative development directly with measurable business objectives.

This is a classic example of operational innovation: a quiet, internal change that creates a powerful and lasting competitive advantage. It transforms the subjective art of creative review into a repeatable, transparent process. When a creative team presents work, they are no longer just defending a personal vision; they are demonstrating how their concept performs against a set of mutually understood criteria that have been validated to correlate with both human judgment and, ultimately, market effectiveness.

For a company that built its reputation on bringing transparency and data to the opaque world of TV media buying, applying that same ethos to the creative process is a logical and powerful next step. It’s a move that suggests the future of advertising may not be a battle between humans and machines, but a partnership where each helps the other become better.