QueryTrace buyers: Artificial Intelligence (B2B)
Owners, operators and team leads at small businesses and startups (1–50 people) in the US, UK, EU and India who would plausibly buy a Artificial Intelligence product like QueryTrace (https://querytrace.co/). What the product says about itself (public site): A data company helping other companies track when AI is talking about their business and how it represents their business. Site: Track AI Mentions of Your Brand · QueryTrace | Track how often your company gets mentioned by ChatGPT, Claude, Gemini, and other AI models, compare against competitors, and see the trend over time. | Run the same queries against ChatGPT, Claude, Gemini and more on a schedule, compare against competitors, and see the trend over time. | AI search analytics for better visibility They compare it against free tools, spreadsheets and doing it manually; mixed technical confidence and budget sensitivity. Include skeptics, people already using a competitor, and people who have never paid for a tool like this.
10 fictional AI personas. Exploratory perspectives, not a survey of real customers. Methodology & limitations
10 personas · Use case: validation
Questions & insights
Meet the personas
William Cruickshank
William Cruickshank, 36, is the co-founder and CEO of a burgeoning B2B SaaS company based in Austin, Texas, specializing in AI-driven market intelligence. Holding an MBA from a reputable business school, he transitioned from a brief stint in corporate strategy to co-founding his current venture five years ago, driven by a conviction that AI would fundamentally alter how businesses understand their market presence. His personal investment in the company's equity, alongside a $180k base salary, reflects his deep commitment and risk-taking nature. William is married to Sarah, a graphic designer, and they maintain a comfortable, though not extravagant, lifestyle, prioritizing financial prudence and future security. He channels his high conscientiousness and openness into meticulous business practices, evident in his weekly ritual of personally auditing his company's brand representation across major AI platforms like ChatGPT, Claude, Gemini, and Perplexity. This process involves a shared spreadsheet, meticulously crafted prompts, and detailed note-taking, comparing results against two key competitors to track subtle shifts in AI perception over time. This hands-on approach underscores his values of clarity, customer trust, and accountability, even at the expense of personal leisure time. He recently decided to allocate a portion of the marketing budget towards enhancing their internal prompt engineering capabilities, recognizing the growing importance of controlling their AI narrative. Despite his demanding role, he carves out time for road cycling, seeing it as crucial for mental clarity and physical well-being, and he’s an avid listener of founder-focused podcasts during his commutes. His financial habits are characterized by strategic saving and investing, with a focus on long-term wealth building rather than immediate gratification.
Marjorie Grady
Marjorie Grady, 31, is the Head of Marketing at a burgeoning fintech startup in London, a role she's held for two and a half years. Hailing from a middle-class background in Surrey, she pursued a Bachelor's degree in Marketing at a reputable London university, driven by a fascination with how brands connect with audiences. Upon graduation, she cut her teeth at a larger digital agency, gaining broad experience but feeling constrained by the bureaucracy. Seeking more direct impact, she joined her current company when it was just a dozen strong, drawn by the innovative product and the entrepreneurial spirit. Her current income of £78k reflects her growing responsibility and the competitive London market. Marjorie lives with two flatmates in Dalston, a deliberate choice to remain in a vibrant, well-connected area despite the high cost of living. Her approach to marketing is deeply rooted in data and evidence; she believes strongly in making decisions based on measurable outcomes and rigorous analysis. This is particularly evident in her current focus on understanding how artificial intelligence models are representing her company and its products. She dedicates time each week to monitoring AI mentions and competitor activity, a task she finds both critical and challenging given the nascent nature of the field. This meticulousness extends to her personal life; she’s a dedicated runner, training for half-marathons, and enjoys live music, seeing it as a way to stay connected to culture and decompress from work pressures. Financially, she's disciplined, saving consistently towards a deposit for her own flat, viewing property ownership as a key marker of stability. She values collaboration highly, fostering a supportive environment within her marketing team, but is also decisive, willing to take calculated risks when the data supports a strategic pivot. Her career ambition is to build a scalable marketing operation that can support significant company growth, while her personal goal is to achieve greater financial independence and security.
Triloki Gandhi
Triloki Gandhi grew up watching his parents' textile shop in Vadodara, where he learned frugality by necessity—repairing old typewriters to afford school supplies. This early hustle mindset carried into his career: he dropped out of an MBA to launch a failed e-commerce fashion brand at 25. The experience taught him two things: 1) Indie brands die from cash burn, not competition, and 2) 'Digital-first' isn't a strategy—it's table stakes. Three years ago, he and his then-roommate co-founded their skincare D2C brand after noticing gaps in Indian AI-generated content about dermarolling trends. Now at 34, Triloki runs a 9-person operation from a minimalist co-working space in Bengaluru, where his 'flat hierarchy' team includes his CFO (who he jokingly calls his 'safety net'). The brand bucks trends – no influencer collabs, no pop-up stores – but Triloki obsesses over AI mention accuracy. Every two weeks, he and his ops manager manually test 20+ prompts across ChatGPT, Gemini, and Claude, logging results in a Frankenstein Google Sheet. Recent crisis: A competitor's AI-powered blog falsely claimed their product contained parabens, leading to 12 support tickets despite the brand being paraben-free. Triloki's solution? Writing 500-word Medium posts debunking myths—each taking 8 hours of his time. He's wary of paid AI tools ('Why pay when we can build it ourselves?') but admits their current system feels unsustainable. His biggest fear isn't failure—it's being outmaneuvered by brands with better AI visibility. Personal rule: Never spend more on one night's dinner than a customer spends on a product. Even if it means eating dal chawal from the office pantry some days.
Alessio Zwiener
Alessio Zwiener, 39, is the Head of Growth at a burgeoning 40-person B2B software company based in Berlin. Holding a Master's degree, he has dedicated the last three years to this role, honing his expertise in driving scalable customer acquisition. His professional journey has been marked by a relentless pursuit of efficiency and measurable results, stemming from an early fascination with complex systems, which led him to competitive chess in his youth. This analytical foundation now informs his approach to growth marketing. Alessio’s current focus involves a unique, self-initiated project: meticulously tracking and analyzing how major AI models like ChatGPT and Gemini describe his company and its competitors in both German and English. This involves a monthly deep dive, compiling data into spreadsheets, and using these insights to shape content strategy and SEO efforts. He sees this as a critical, forward-looking task, essential for maintaining brand relevance in an AI-saturated landscape. His personal values of precision and practical learning are deeply embedded in his work; he thrives on autonomy, preferring to define his own methodologies and measure progress against clear, quantifiable targets. While his income of €92k allows for a comfortable lifestyle, Alessio remains pragmatic, prioritizing long-term financial security and mindful spending over ostentatious displays of wealth. His decision-making process is heavily data-dependent, often involving extensive research and comparative analysis before committing to a course of action. He is driven by a desire to build robust, sustainable growth engines for the company, viewing each challenge as an opportunity for strategic refinement and measurable improvement.
Kathleen Hilpert
Kathleen Hilpert, aged 44, is the founder and Managing Director of 'North Star Comms', a boutique PR agency based in Manchester. Her journey into PR began after graduating with a BA in Communications from Leeds Beckett University. Initially drawn to the fast-paced nature of media, she found her niche in strategic brand communication. After a few years cutting her teeth at larger agencies, she felt the pull towards autonomy and the opportunity to build something her own. In 2012, she launched North Star Comms with a focus on building genuine relationships with clients and delivering measurable results. The agency has steadily grown to a team of six, specialising in media relations, content strategy, and crisis management for a diverse range of SMEs, from local food businesses to regional tech startups. Her income of £72k reflects her success and the demands of running a business, but she’s not driven by overt displays of wealth. Instead, she values her independence, the reputation she’s built, and the practical success of her clients. She lives alone in a comfortable terraced house in Chorlton, a well-regarded Manchester suburb. Her weekdays are intensely focused on work, but she actively carves out time for theatre trips, exploring the city’s food scene, and staying informed about local political developments that might impact her clients or the business environment. She’s recently begun exploring how AI summarises her clients' brands, using ChatGPT and Claude for quick checks. This is a light touch, driven by client curiosity, and managed through simple screenshots and a notes app, a reflection of her practical, client-driven approach rather than a need for formal monitoring tools.
Candide Benoit
Candide Benoit, 33, is the founder and CEO of a specialized marketplace startup operating out of Paris, France. Holding a Master's degree in Business Analytics from HEC Paris, he launched his venture two and a half years ago with a singular vision: to disrupt a fragmented sector by creating a curated, high-trust platform for niche goods. With an 11-person team, Candide navigates the precarious waters of early-stage growth, balancing the demands of product iteration with the relentless pressure of fundraising. Unlike many of his peers who rely solely on traditional marketing, Candide has adopted a rigorous, data-driven approach to brand monitoring. He personally conducts nightly audits using free AI models, browser profiling techniques, and a meticulously maintained Notion dashboard to track how his company is represented compared to established competitors. This self-built system reflects his core value of independence; he refuses to rely on external agencies for insights that could be derived internally. Despite a comfortable income of €80k, he lives frugally, viewing every euro as an investment in the company's longevity. His recent decision to pivot the user acquisition strategy was driven entirely by the patterns he discovered in these manual AI checks, revealing a significant gap in how his brand was perceived versus its actual quality. Candide is a man of action and analysis, constantly testing hypotheses about market fit and algorithmic bias. He is deeply embedded in the French tech ecosystem, attending selective conferences and contributing to open-source discussions, yet he remains wary of the 'growth at all costs' mentality prevalent in Silicon Valley. His life is a careful calibration of high-stakes business decisions and a grounded personal routine centered around physical activity and intellectual curiosity.
Shubha Bhattacharya
Shubha Bhattacharya, 30, is a seasoned Product Lead at a dynamic 28-person HR tech startup based in Pune, India. Holding a Bachelor's degree, she has dedicated the last four years to shaping the company's product strategy, driving its growth from a nascent stage to a recognized player in the HR SaaS market. Her income of ₹30 lakh reflects her expertise and the increasing demand for skilled product leaders in India's burgeoning tech sector. Shubha's professional journey has been marked by a deep commitment to user empathy and a relentless pursuit of learning, core values that guide her product development philosophy. She thrives in structured environments, valuing accountability and data-driven insights above all else. Her current strategic focus involves a novel approach to competitive intelligence: an analyst regularly queries major AI models like ChatGPT, Claude, and Gemini using a predefined set of prompts. The outputs, detailing how their company and the broader HR tech category are represented, are meticulously logged in a spreadsheet alongside competitor mentions. These findings are then presented and debated in monthly leadership reviews, a process Shubha initiated to gain a granular understanding of their brand's AI-driven narrative and market positioning. This initiative underscores her pragmatic approach to leveraging emerging technologies for strategic advantage. Outside of her demanding role, Shubha is an avid badminton player, finding solace and physical exertion on the court. She also dedicates time to listening to podcasts on product management and AI trends, and is a keen follower of design systems, believing in the power of elegant user interfaces. Her financial habits are prudent, prioritizing long-term security and investment, though she allows for thoughtful purchases of technology that enhances her work or personal life. Shubha is driven by a desire to build impactful products and foster a culture of continuous improvement within her team and the company.
Kira Wagenaar
Kira Wagenaar is the co-founder and director of a specialized recruitment agency in Amsterdam, a role she has held with increasing responsibility for six years. At 41, she navigates the intersection of traditional headhunting and modern digital visibility with a unique blend of intuition and data-driven rigor. Holding a Bachelor's degree in Business Administration, she built her career from the ground up, starting as a junior recruiter before co-founding her current firm with a former colleague. The agency, now employing 15 people, focuses on placing mid-to-senior level professionals in the Dutch tech and engineering sectors. Despite her success, Kira remains grounded, earning an annual income of €66,000 which she manages carefully to support her family and reinvest in the business. Recently, Kira has found herself grappling with the opaque nature of artificial intelligence in recruitment. While her agency thrives on human connection, she noticed a shift in how candidates research potential employers online. In response, she initiated a rigorous, self-directed project to track how her company appears in AI-generated answers. Using a combination of free browser tools, direct prompts to various large language models, and a meticulously maintained shared spreadsheet, she logs mentions every quarter. This initiative, born out of a desire for fairness and transparency, has consumed significant mental energy, forcing her to learn the nuances of AI training data and ranking algorithms. Kira's life outside the office is a study in balance. A passionate sailor, she spends weekends navigating the waters around Amsterdam, finding solace in the rhythm of the wind and waves. She is also an admirer of Dutch design, often incorporating minimalist aesthetics into her home and workspace. Her personality is marked by high conscientiousness and moderate extraversion; she is reliable and organized, yet sociable enough to build strong networks. With low neuroticism, she handles the pressures of entrepreneurship with a steady demeanor, viewing challenges as problems to be solved rather than threats. She is currently weighing the efficiency of her manual tracking against the potential of automated solutions, but remains skeptical of tools that promise easy answers without offering clear value. For Kira, the goal is not just to be seen, but to be understood correctly by the systems that increasingly mediate human opportunity.
Kenny Murphy
Kenny Murphy has spent the last decade in operational leadership roles, culminating in his current position as COO at a Chicago-based B2B services startup. He earned his Bachelor's degree in Business Administration from a state university, focusing on management and organizational behavior. His early career involved roles in project management and process improvement within larger, more established companies, where he developed a deep appreciation for structured workflows and accountability. This foundation proved invaluable when he transitioned to the startup world, where agility and efficiency are paramount. He joined his current company five years ago when it was a team of 20, and has been instrumental in scaling its operations to 48 employees. Kenny is married with two children, a 10-year-old daughter and a 14-year-old son, and lives in a well-maintained suburban home that he's continually upgrading himself. His income of $165k allows for a comfortable lifestyle, but he remains a prudent saver, prioritizing his children's education funds and his own retirement. He's deeply committed to his role, viewing the company's operational health as a direct reflection of his own effectiveness. His current major initiative involves establishing a systematic process for monitoring how AI models represent the company. This involves directing two of his direct reports, a marketing manager and a product lead, to independently run the same set of prompts across different AI platforms like ChatGPT and Gemini. Kenny then meticulously consolidates their findings—screenshots, qualitative notes on tone and accuracy, and any perceived brand misrepresentations—into a shared spreadsheet. This detailed report is then presented to the executive team during their monthly review, aiming to ensure brand consistency and identify potential risks or opportunities arising from AI-generated content. This process reflects his core values of consistency, accountability, and calm execution, ensuring that even as technology evolves rapidly, the company's operational integrity remains robust.
César Córdova Macías
César Córdova Macías, a 29-year-old entrepreneur, is the driving force behind an 8-person e-commerce brand based in the vibrant city of Barcelona. Holding a Bachelor's degree, he founded the company three years ago, channeling his passion for consumer brands and digital marketing into a tangible business. His journey into entrepreneurship was fueled by a desire for independence and a creative urge to build something of his own. César's approach to business is characterized by a strong emphasis on brand image and maintaining momentum, understanding that in the fast-paced e-commerce landscape, stagnation is a significant risk. He is deeply invested in how his brand is perceived, particularly in the evolving digital sphere. This manifests in his unique, hands-on approach to monitoring AI's representation of his company. He regularly dedicates time to testing AI assistants, posing product recommendation queries in both Spanish and English to see how his brand is described. This meticulous process involves using incognito browser sessions and a shared internal checklist, allowing him to systematically compare his brand's AI-generated presence against that of his competitors. This proactive, albeit manual, oversight is crucial for him to maintain control over his brand's narrative and identify potential issues or opportunities before they escalate. His income of €54k reflects the current stage of his growing business, and he lives comfortably with his partner in Barcelona, balancing his demanding work schedule with personal interests like surfing and football. He is driven by a vision of scaling his brand internationally and is constantly seeking innovative ways to enhance its market position and customer engagement, always with an eye on the future of digital communication and commerce.
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