We Go Deep with AI

We Go Deep with AI

Since the start of Props, AI has been an important component to our growth and success. We use AI to streamline workflow, inspire content and optimize results.

Perhaps the most visible to clients is our application of AI that helps us uncover:

  1. Creator archetypes that produce the highest performing content 
  2. Story themes that resonate with key audiences
  3. Image compositions that drive the highest response rates

The Props AI system learns and adapts to each client and can be fine-tuned to achieve an explicit outcome.

Here are some examples of how the Props AI system looks far deeper than simply media performance to find the optimal mix of images, story themes and creator personalities.

Archetypes Help Brands Align with the Right Creators

With Margaret Mark and Carol Pearson’s, “The Hero and the Outlaw,” as its guide, the Props AI system assigns one of twelve Jungian personality archetypes to each creator and can align brands with creators that generate the highest performing stories. For example, content created by the “Sage” archetype is proven to drive the lowest cost per conversion for financial services brands. The “Explorer” archetype performs exceptionally well for the travel industry.  Archetypes help brands hone in on creators most likely to unlock important audiences.

Theme Analysis Helps Creators Tell The Right Stories

When processing the theme of each story for an auto brand, the Props AI system uncovered that stories about “fun and adventure” far outperformed stories about “autos” and “responsibility.”

Image Analysis Increases Story Response

By analyzing the composition of thousands of images in the insurance category, the Props AI system uncovered that images with water generated the highest response from key audiences. Further, different image components perform better in different regions of the country.

Combined together, the Props AI system helps clients find the best creators, who produce the most resonant content, promoted with the most responsive images.

About
Joseph Perello

Joe is the founder and CEO of Props. Previously, he was the first CMO of the City of New York in the Bloomberg Administration, and was recognized by Harvard Business School as the most innovative initiative of any city. Joe founded and bootstrapped an award-winning digital ad agency. He was VP for the New York Yankees, working directly for the late George M. Steinbrenner III, and helped the team break attendance and revenue records. He was an executive with David Bowie’s internet start-up UltraStar and started his career as a direct marketer with credit card pioneer MBNA America. He’s on the board of New York Cruise Lines and Princeton Academy. Joe earned his undergraduate degree in History and Journalism from the the University of Delaware.

The Regulatory Maze Facing Financial Advertisers

For regional banks, advertising is fraught with some of the most stringent rules in marketing. Laws such as the Truth in Lending Act (TILA) and Equal Credit Opportunity Act (ECOA) require specific disclosures in promotions for loans, credit cards, and other financial products. Adding to these legal mandates, platforms like Facebook and Google impose “Special Ad Categories” for financial services, restricting the use of advanced targeting tools like lookalike audiences or detailed demographic segmentation.

The impact is clear: compliance-heavy messaging disrupts engagement, creativity is stifled, and marketing costs rise as cost-per-click (CPC) and cost-per-lead (CPL) escalate. For many regional banks, this combination of constraints makes reaching their ideal customers a frustrating and costly endeavor.

Props: A New Approach to Financial Advertising

Props offers a transformative way for regional banks to overcome these challenges through a unique combination of creator-driven storytelling, strategic paid media promotion, and robust compliance solutions. Instead of promoting financial products directly, Props shifts the focus to authentic, lifestyle-oriented stories that resonate with audiences and inspire them.

These stories are published on the bank’s website (or a special landing page) and, critically, promoted through the creators’ social media handles. Publishing lifestyle content through creators’ handles bypasses the restrictions of “Special Ad Categories,” drives more engagement and click-throughs, and unlocks advanced targeting options. This allows banks to connect with high-intent audiences more effectively while reducing costs.

For example, rather than running a traditional ad for a home equity line of credit (HELOC), Props might collaborate with a creator to share a story about how homeowners can fund renovations—building trust and engagement without triggering compliance-heavy disclosures.

The Power of Storytelling Without Compliance Overload

One of Props’ greatest advantages lies in its ability to sidestep disclosure requirements by avoiding direct product claims. Instead of advertisements laden with legal disclaimers, Props content centers on engaging narratives that educate and inspire. These stories provide value to audiences without overwhelming them, creating a cleaner, more effective path to engagement.

A creator might share how they used home equity to remodel their kitchen, illustrating a real-life application of financial tools while staying free from the burdens of compliance-heavy messaging. This approach not only eliminates the need for complex disclosures but also keeps content relatable and audience-focused, fostering trust and credibility.

Authenticity as a Competitive Edge

Audiences are more likely to trust people over brands, and Props ensures this trust by selecting creators based on their expertise and storytelling ability, not their follower count. Creators are chosen for their ability to craft genuine, relatable narratives that resonate with specific audience segments.

Whether it’s a business owner sharing entrepreneurial insights or a parent discussing family finances, Props focuses on the quality of the story rather than the creator’s popularity. By publishing these stories directly on the client’s website, Props ensures that the bank owns the engagement and benefits from first-party data collection. Paid media promotion guarantees that these stories reach the most relevant audience with precision and scale.

Ollie: Setting a New Standard in Brand Safety for Banks

Brand safety is paramount for financial institutions. Strict regulatory standards and a heightened need to maintain trust often prevent banks from collaborating with creators. Recognizing these challenges, Props developed Ollie—a proprietary AI-driven brand safety tool that ensures campaigns remain compliant, transparent, and aligned with institutional values.

Ollie reviews years of creator content history, continuously monitors posts in real-time, and flags potential risks using advanced AI. Its capabilities include detecting if a financial offer is being made or if financial advice is being given—two critical triggers that can complicate compliance for creators in regulated industries. By categorizing flagged content as low, medium, or high risk, Ollie empowers banks to avoid pitfalls while enabling creators to craft compelling yet compliant narratives.

This innovative approach ensures banks can confidently embrace creator storytelling, knowing that campaigns will uphold their values and meet regulatory standards. By bridging the gap between brand safety and creative freedom, Ollie empowers financial advertisers to connect authentically with audiences while navigating one of the most regulated industries in marketing.

Proven Results Across the Financial Industry

Props has consistently delivered impressive results for its financial clients across consumer banking, mortgage lending, credit cards, secure cards, life insurance, auto insurance, and wealth management. Props takes responsibility for delivering actual, measurable business outcomes—a key reason for its rapid growth.

A Winning Formula for CMOs of Regional Banks

For regional bank CMOs, Props offers an unparalleled opportunity to navigate advertising regulations while driving measurable results. By avoiding restrictive ad categories and using creator-led storytelling, Props enables access to advanced audience targeting tools that improve reach and engagement.

Its compliance-friendly strategies reduce advertising costs and create cleaner, more effective campaigns. With Ollie’s oversight, banks can run creative campaigns confidently, knowing that regulatory standards are being met. Props’ focus on authenticity builds trust with audiences, while its full-funnel strategy ensures seamless progression from awareness to conversion.

By leveraging paid media through creators’ handles, Props ensures that each story achieves both the reach and relevance needed to deliver measurable results. For CMOs seeking to transform their marketing strategy and connect authentically with their audience, Props offers a proven path to sustainable growth and success.

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