Key Takeaways:
- AI-generated personas reveal hidden audience segments for better targeting and marketing performance.
- AI can also develop competitor personas to help identify gaps between your strategies and competitors’ strategies.
- Real-time updates ensure your marketing strategies stay relevant and effective.
Most businesses struggle to extract actionable insights from first-party, second-party, and public data.
This lack of actionable insights leaves businesses unable to make data-driven decisions. Over time, this can translate into lost revenue and diminished customer engagement.
Sweta Sharma, head of marketing at Delve AI, says this common scenario underscores the urgent need for accessible and practical AI tools that empower teams without prior experience in data analytics or AI.
This is exactly what Delve AI provided to Faye, a small business clothing brand, The agency quickly integrated Google Analytics and Search Console data into Faye's overall strategy to create AI personas that helped drive:
- A 367% increase in ad impressions
- A 253% increase in clicks
- A 200% increase in display ad performance
In our interview, Sweta explains how AI-driven persona generation and actionable marketing insights let businesses unlock the full potential of their customer data, optimize campaigns, and achieve measurable results.
Who Is Sweta Sharma?
Sweta Sharma is the Head of Marketing at Delve AI, a company offering persona-based marketing (PBM) software solutions. Throughout her career, Sweta honed her expertise in the SaaS industry, gaining deep insights into startups, technical writing, and innovative marketing practices. She has a keen interest in artificial intelligence, martech, and consumer research. When not working, she reads up on the latest trends and technical innovations in the field of marketing.
Delve AI provides Persona Based Marketing (PBM) software solutions, including automatic persona generation, and AI-based actionable recommendations, enabling businesses and agencies to boost customer experiences and growth.
According to Sweta, AI and machine learning systems can optimize the persona creation process and help you build data-driven personas using multiple sources.
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For example, Delve’s AI Persona Generator enriches first-party (e.g., CRM, web analytics, and Search Console data), and second-party data like social media, and competitor intelligence data) with over 40 public data sources ((like news reports, reviews, community forums, ratings, and blogs) to generate actionable personas.
“The entire process is automatic and the personas generated are continuously updated with new customer data,” she explains.
This is valuable because traditional pen-and-paper buyer personas require a lot of manual effort and time.
“To get useful information, you conduct user interviews, surveys, and field studies, usually once a few years, while crunching demographic data. It’s impossible unless you have the right professionals and marketing budget,” Sweta notes.
Specific Pain Points that AI Solves
Sweta argues that the main problems with traditional personas are cost, time, accuracy, consistency, and bias.
“Developing personas the old-school way is expensive and time-consuming because it involves lots of research. The small sample sizes and qualitative data often lead to personal biases and stereotypes.
AI technologies can spot consumer behavioral patterns and psychographic attributes that the human eye cannot, reducing the biases and inaccuracies associated with traditional personas.”
Besides, the preferences and habits of customers keep changing — so manual personas can quickly become outdated unless your team constantly updates them.
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But the greatest challenge, Sweta notes, is getting people to use personas. Decision-makers often hesitate to employ traditional personas due to their qualitative, subjective, and static nature.
On the upside, Sweta believes AI can efficiently solve all these problems:
“It can analyze huge amounts of data quickly and at a lower cost, saving businesses — especially start-ups and small companies — a ton of resources.
Moreover, AI personas are constantly updated with real-time customer data. They are backed with solid quantitative and qualitative insights, making them more credible and easier for teams to trust and use.”
Identifying Gaps in Competitors’ Marketing Strategies
Delve AI’s Competitor Persona tool analyzes competitors’ customer interactions, web traffic, and other publicly available data sources to pinpoint important audience segments, keywords (organic plus paid keywords), and topics of interest.
Each competitor persona provides insights on customer demographics, goals, challenges, motivations, lifestyle, emotions, interests, personality traits, preferences, communication channels, hobbies, values, content types, queries (such as length, intent, page type, decision phase), and more.
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This means that you can compare your audiences and marketing strategies against those of your competitors. This helps you identify gaps in marketing or keyword strategies, and find new content and advertising opportunities to grow your business.
It’s a neat functionality that helps you align organizational goals with consumer realities.
“Predictive analytics is a key feature of AI technologies that can help businesses stay on top of the ever-changing market. Since AI persona generators create personas by analyzing historical and real-time user data, they can be used to predict changes in consumer behavior and to identify new market trends.
Their predictive ability empowers businesses to optimize their marketing campaigns, adjust business plans, and allocate resources where needed,” says Sweta.
Although the process involves AI, businesses retain significant control over the persona-creation process. For instance, Delve’s platform allows users to choose which data to create personas.
This includes Google Analytics, Search Console, CRM, competitor intelligence, and/or social media analytics data, while first-party data is used in an aggregated and anonymized form to maintain data privacy.
Creating Authentic, Consistent Personas
Because businesses have so much control over the creation process, AI-generated personas can be cross-checked and manually edited to confirm that they match customer profiles.
“Combined with automatic updates, this hybrid approach ensures that the end result (personas) is credible and useful in your marketing and sales strategies,” Sweta adds.
The proof of the pudding in terms of the accuracy and quality of the personas generated lies in the impact on downstream marketing activities based on persona-based insights.”
However, it is also important to understand how data consistency is maintained when combining multiple sources.
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Sweta explains that using standardized protocols and consistent data formats ensures alignment and accuracy across different data sets.
“For example, when Delve AI connects with tools like Google Analytics, SparkToro, Salesforce, and HubSpot, it ensures alignment in data and segmentation between granular first-party data and aggregated/anonymized first-party/third-party data.”
By doing so, businesses can integrate and synchronize information efficiently, which leads to deeper actionable insights that enhance decision-making.
Turning Personas into Actionable Strategies
Building on the power of AI-generated personas, Delve is also developing the “Marketing Advisor” — a tool designed to translate those personas into actionable marketing strategies.
Sweta shares how this upcoming feature will make it easier for businesses to implement data-driven recommendations across multiple channels:
“It makes personas directly actionable by mapping them to campaigns across channels, such as SEO, PPC, content, media/display ads, social media, email, events, public relations (PR), and B2B sales.
With specific and prioritized recommendations, it is shaping up to be a huge resource (time and budget) saver for marketers.
“Getting the personas and the resulting marketing recommendations right is critical in Delve AI’s quest to enable autonomous marketing,” Sweta adds.
Compared to the specialized advisors Delve already has in place, the Marketing Advisor takes things a step further:
- SEO Advisor optimizes visibility with keyword research, guest post opportunities, and link bait ideas.
- PPC Advisor improves conversions via campaign optimization and ROI analysis.
- Content Advisor drives traffic through relevant content suggestions.
- Social Media Advisor identifies trending topics, hashtags, and influencers.
- Email Advisor enhances the effectiveness of your marketing emails with content, A/B testing, and time recommendations.
- Sales Advisor qualifies potential B2B customers through visitor identification and prospecting ideas.
- Media Advisor helps create targeted ad campaigns to reach the right audiences on Google, Meta, and Linkedin.
- PR Advisor monitors media coverage and spots opportunities for press releases and communication.
In short, the AI Marketing Advisor helps businesses build a unified, customer-centric strategy that spans multiple touchpoints.
Smarter Targeting with AI-Driven Personas
When Faye approached Delve AI, it had plenty of audience data but struggled to fully understand its customers. This made it difficult to target high-value buyers. Because of this, the brand was stuck with general segments that didn’t deliver the results they were hoping for.
So, when Delve’s AI-powered persona generator analyzed Faye’s existing data, it created personas that revealed niche audience groups not initially on the clothing brand’s radar.
“The first step was integrating Faye’s Google Analytics and Search Console data into our platform, which allowed us to generate detailed personas tailored to their e-commerce business, highlighting user demographics, hobbies, and shopping behavior,” Sweta explains.
Next, the company used its “Compare” feature to differentiate between converting and non-converting audience segments.
This allowed it to pinpoint unique attributes that could be used for ad targeting alongside industry-specific keyword data for things like age, apparel type, color, and occasion.
“These insights were used by the brand to develop ad creatives and messages that resonated with the new audience groups.”
Since display ads were one of the primary customer acquisition channels for Faye, Delve AI tracked related ad performance metrics, like impressions, clicks, and click-through rates (CTR) to measure the success and ROI of its solutions.
Besides the astounding results generated, Delve discovered that the CTR for the new segments (~3.9%) was comparable to their earlier best-performing segment (~4%) — validating the effectiveness of their persona-generated insights.
The results from AI-driven personas are highly encouraging, validating the approach Sweta and her team have taken to make AI tools more accessible and practical.
“Hence, we now prioritize helping brands make the most of their underutilized data, delivering persona-based insights that can potentially impact all aspects of sales and marketing,” Sweta concludes.
By turning untapped data into actionable strategies, businesses can bridge the gap between insights and impact. As AI tools become more accessible, the potential to transform customer understanding into tangible growth is no longer a distant goal but an achievable reality.
