Software buyers: target customers (?)
Likely buyers (individuals and small teams) in the US, UK, EU and India who are the target customers for a software product that does the following (described from a product site; the product itself is not named here): the product is the world's first and most popular tool for Generative Engine Optimization (GEO). They currently handle this with free tools, spreadsheets, a competitor or by hand; mixed technical confidence and budget sensitivity. Include skeptics, people already paying for an alternative, 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
Lyle Heller
Lyle Heller, 38, operates as an independent B2B SEO consultant specializing in the SMB SaaS sector, based in San Diego, CA. Armed with a Bachelor's degree, he has spent the last seven years carving out a niche for himself, leveraging a blend of traditional SEO expertise and cutting-edge AI applications. His professional journey began in a fast-paced agency environment, where he honed his skills in keyword research, technical SEO audits, and content strategy. However, the desire for greater autonomy and the ability to focus deeply on client success led him to establish his own consultancy five years ago. His current client roster includes eight distinct SMB SaaS companies, for whom he diligently performs weekly GEO spot-checks using tools like ChatGPT, Perplexity, and Google AI Overviews. This process involves meticulous logging of brand mentions, cited URLs, and query variations in Google Sheets, a manual but crucial component of his service. Complementing this, he maintains an active Ahrefs subscription for comprehensive traditional SEO analysis. Lyle is driven by a core set of values: precision in his data analysis, fostering unwavering client trust through transparent reporting, and maximizing efficiency in his workflows. He's not motivated by the allure of status or rapid, superficial gains; instead, he prioritizes sustainable client growth and the integrity of his analytical methods. His income, ranging between $120k-$150k, reflects his specialized expertise and the consistent effort he puts into staying ahead of the curve in a rapidly evolving digital landscape. He and his wife, Sarah, are focused on building their financial future, aiming to purchase a home within the next few years, which influences his pragmatic approach to both personal and business expenditures.
Rosa Morar
Rosa Morar, 33, is the Content Marketing Manager for a mid-market fintech firm in London, a role she has held for four years following a Master's degree in Digital Communications. Born and raised in Manchester, she moved to the capital five years ago, drawn by the city's blend of historic tradition and rapid technological evolution. Her career path reflects a unique fusion of creative storytelling and analytical rigor; she began in editorial roles before pivoting to performance marketing, eventually settling into the management layer where she now oversees a small but agile team of four. Currently, Rosa operates at the forefront of a shifting digital landscape. While her company utilizes established tools like Semrush for traditional SEO, the rise of Large Language Models (LLMs) has created a blind spot in their strategy. Rosa has taken it upon herself to fill this gap, not by purchasing expensive enterprise solutions, but through a disciplined, manual approach. She coordinates a daily ritual of running queries in incognito browsers across different AI interfaces, meticulously recording which sources are cited, how snippets are generated, and where their content appears relative to competitors. This data is logged in a sprawling, color-coded shared spreadsheet, a labor-intensive process that she believes is the only way to maintain true accountability and clarity in an era of hallucinated facts. Her personality, characterized by high conscientiousness and moderate openness, drives her to seek consistency in a volatile market. She values evidence over intuition, often spending evenings validating hypotheses against real-world data rather than relying on vendor claims. Financially comfortable with an income bracket of £72k-£90k, she prioritizes investments in her own education and leisure experiences, such as attending live theatre or taking long-distance walks, which serve as essential mental resets. Despite the pressure to adopt 'black box' AI tools, Rosa remains skeptical of opaque systems, preferring to understand the mechanics of search generation before integrating them into her workflow. Her recent decisions reflect a commitment to building a robust, transparent framework for her team, even if it means doing more manual work today to secure better insights tomorrow.
Ekaaksh Menon
Ekaaksh Menon, 41, is the founder and driving force behind a burgeoning performance marketing agency based in Bengaluru. With a Bachelor's degree and seven years at the helm, he has cultivated a lean, six-person team known for its agility and data-centric approach. His journey into entrepreneurship was fueled by a desire to build a more responsive and effective marketing service than what he'd experienced previously. He's deeply pragmatic, prioritizing client retention and operational efficiency above all else. His current focus, and a significant operational bottleneck, involves meticulously tracking and comparing client visibility across emerging AI platforms like ChatGPT, Perplexity, and Gemini. This process, which he and his small team perform manually using spreadsheets, is critical for demonstrating value to clients, even though he already invests in established tools like Semrush and a rank tracker. This manual reconciliation highlights his commitment to detail and his willingness to invest personal team hours where automated solutions fall short. Ekaaksh is driven by a desire for growth, aiming to scale his agency significantly while maintaining its core values of speed and pragmatism. He balances his demanding professional life with family commitments and a keen interest in cricket and the startup ecosystem, often listening to podcasts during his commute. His income places him comfortably in the upper-middle class of Bengaluru's professional circles, allowing for strategic investments in his business and a stable family life, though he remains conscious of financial prudence. He sees time as a critical resource, both for his clients and his own business, constantly seeking ways to optimize workflows and deliver results faster.
Mirja Plautz
Mirja Plautz grew up in a family that valued practicality and quiet diligence. Her father, a carpenter, instilled in her an appreciation for craftsmanship and attention to detail, while her mother, a librarian, fostered a love for research and organized information. This upbringing shaped her approach to problem-solving, leading her to pursue a Bachelor's degree in Marketing with a specialization in digital analytics. After graduating, she joined a small Danish startup before finding her current role at a well-established home-goods retailer. Her journey into SEO was organic; she discovered a knack for unraveling search engine complexities and optimizing online visibility, particularly drawn to the analytical challenges. She has always been resourceful, preferring to master free tools and internal systems rather than immediately seeking expensive solutions. This philosophy is evident in her current work, where she meticulously manages product-page visibility for her company's international ecommerce presence. She dedicates a significant portion of her week to a self-driven project: comparing AI search results across various markets. This involves painstaking manual comparison, saving screenshots and detailed notes into Airtable, a process she finds both demanding and intellectually stimulating. She has never felt the need to invest in costly GEO-specific tools, believing that with enough diligence and the right methodology, free resources can yield comparable insights. This approach reflects her core values of craftsmanship, calm, and a deep-seated belief in achieving practical results through methodical effort. Her income allows for a comfortable lifestyle, but she remains a prudent spender, prioritizing experiences and quality over quantity. She views time as a valuable commodity, to be spent wisely on tasks that yield meaningful outcomes, whether in her professional life or her personal pursuits like cycling and ceramics.
Lorenzo Bruen
Lorenzo Bruen grew up in suburban New Jersey, the son of an accountant and a librarian, instilling in him an early appreciation for order and information. His academic career at Rutgers University, where he majored in Marketing, was marked by a consistent focus on quantitative analysis and a fascination with how businesses reached customers. He was never the loudest voice in class, preferring to digest information thoroughly and formulate well-reasoned arguments. After graduation, he landed a junior marketing role at a B2B software company, where he quickly gravitated towards demand generation because of its direct correlation between effort and measurable results. He honed his skills in SEO, SEM, and content marketing, always seeking to optimize workflows and prove the ROI of his initiatives. The move to Austin six years ago was driven by a desire for a more vibrant tech scene and a more active lifestyle, which he found in abundance. He joined his current cybersecurity startup three years ago, attracted by the rapid growth potential and the challenging market landscape. His current role is a natural progression, allowing him to build and lead a team while tackling complex growth puzzles. He sees his career trajectory not as a climb up a ladder, but as building a more robust and efficient engine. He’s cautious with company resources, always looking for the most efficient path to desired outcomes, and views his compensation as validation of his ability to deliver value reliably. His personal finances are managed with the same rigor as his marketing campaigns, aiming for long-term stability and strategic growth, much like the campaigns he designs.
Dora Abernathy
Dora Abernathy, 45, has carved out a niche as a freelance SEO and content strategist operating from her home in Manchester. With a Bachelor's degree and over a decade of experience, she has cultivated a reputation for her grounded, evidence-based approach. She deliberately eschews the fast-paced, jargon-filled world of some digital marketing circles, preferring a more methodical and transparent workflow. Her current methodology for Generative Engine Optimization (GEO) checks exemplifies this: she uses free tools like ChatGPT and Perplexity, meticulously gathering data on brand mentions and competitor activity by copy-pasting responses into a detailed spreadsheet. This manual process, while time-consuming, allows her to maintain a deep understanding of the information and ensures she can seamlessly integrate these insights into her standard SEO reports without resorting to trendy terminology. She values her independence immensely, relishing the autonomy that freelancing provides, and strives for a sustainable balance between her professional commitments and personal life. Her income, typically between £48k and £60k, reflects her established expertise and the value she delivers to her small business clients. Dora is not driven by status or rapid growth; her focus is on consistent, reliable work and maintaining control over her professional trajectory. She recently decided to refine her GEO checking process, opting for more structured prompts in ChatGPT to ensure greater consistency in the data she collects, a small but significant step in optimizing her manual workflow. She views time and money as resources to be managed prudently, enabling her to pursue her interests and maintain her desired lifestyle without undue financial stress. Her approach to her work is deeply rooted in pragmatism, always seeking the most direct and effective path to achieving client objectives.
Dhananjay Ahuja
Dhananjay Ahuja grew up in a middle-class family in Pune, where his father was an accountant and his mother a school teacher. This environment instilled in him a strong sense of discipline and financial prudence. He excelled academically, earning a Bachelor's degree in Commerce with a focus on Marketing. His early career involved stints at a few established companies, where he learned the fundamentals of digital marketing and campaign management. However, the rigid corporate structure left him yearning for more impact and agility. About three years ago, he joined his current SaaS startup as their first marketing hire. Recognizing the potential of AI and the limitations of their budget, Dhananjay proactively established a rigorous process for monitoring and influencing their brand’s presence in generative AI models like ChatGPT and Gemini. This involves a meticulous weekly routine of crafting diverse prompts, managing separate browser profiles to mimic different user contexts, and consolidating findings into a shared spreadsheet. He views these makeshift systems not as limitations, but as opportunities to innovate. His financial approach is balanced; while earning a comfortable income, he and his wife prioritize saving for a down payment on a larger home and investing wisely, avoiding unnecessary debt. He sees his current role as a crucial stepping stone, where he’s building a reputation for resourcefulness and driving tangible growth in a high-stakes environment. He’s keenly aware of how quickly the landscape is shifting and dedicates personal time to staying ahead of the curve, seeing time as a precious commodity that must be invested strategically.
Livia Aalbers
Livia Aalbers, 39, has carved out a significant niche for herself as an Account Director at a dynamic 9-person digital agency nestled in Rotterdam's vibrant Scheepvaartkwartier. Holding a Bachelor's degree, her career trajectory has been marked by a steady ascent, driven by a deep-seated commitment to client service and an innate talent for structuring complex information. For the past five years in her current role, she has become the linchpin for client reporting, a position that demands both analytical rigor and meticulous attention to detail. Her agency, already invested in robust tools like Similarweb and Semrush, relies on Livia to bridge the gap in emerging areas. She currently spearheads the capture of Generative Engine Optimization (GEO) examples, a task she undertakes by manually reviewing AI outputs and meticulously documenting findings in Notion. This crucial step precedes the work of the agency's strategists, who then translate her compiled data into client-facing presentations. This manual process, while effective, consumes a considerable portion of her workday, highlighting a recurring friction point in her quest for efficiency. The agency's reliance on the content team for manual GEO monitoring further underscores the ad-hoc nature of these newer optimization strategies. Livia's personal life is as structured as her professional one; she shares an apartment with her partner, prioritizes healthy living, and diligently saves for her passion for travel, with Japan being a long-term aspiration. She views time as a valuable, finite resource, constantly seeking ways to optimize workflows without sacrificing the quality of her output or her personal well-being. Her financial habits are prudent, reflecting a desire for long-term security and the freedom to pursue her interests.
Rene Howe
Rene Howe, 28, is a self-made entrepreneur who has carved out a niche for himself in the competitive e-commerce landscape from his base in Chicago. With a background of some college, he eschewed a traditional career path to launch his own direct-to-consumer brand four years ago, initially with a partner and now operating leanly with just one other employee. His income hovers between $70k-$95k, a figure he views as a work in progress rather than a ceiling. Rene embodies a spirit of scrappiness and autonomy, driven by the momentum of building something from the ground up. His approach to business is deeply analytical and hands-on; he's developed a unique, albeit labor-intensive, workflow for monitoring brand mentions and understanding online sentiment. This involves a meticulous process of using incognito browsers, custom ChatGPT prompts, and a detailed handwritten checklist that he manually inputs into spreadsheets. This method stems from a deliberate choice to avoid paid tools, a decision rooted in his budget sensitivity and a desire to deeply understand the mechanics of his business. He believes that by controlling these processes himself, he gains invaluable insights that off-the-shelf solutions might obscure. His recent focus has been on refining this monitoring system, seeing it as a critical component of his brand's growth strategy, even as it consumes significant personal time. He views time and money as finite resources to be strategically allocated, prioritizing investments that yield direct, measurable returns for his brand. This philosophy extends to his personal life, where he maintains a disciplined routine focused on efficiency and long-term goals, rather than immediate gratification.
Dorothy McClure-Ebert
Dorothy McClure-Ebert, 42, has carved out a niche as a meticulous Content Operations Manager at a prominent professional services firm in Dublin. Her journey into this role wasn't a straight line; after completing her Master's in Information Management, she initially worked in academic research, honing her skills in data analysis and rigorous verification. This foundation proved invaluable when she transitioned to the corporate world, eventually landing in marketing operations. Her current focus is on a critical, emerging challenge: tracking the firm's visibility and accuracy within AI-generated content, particularly for sensitive tax and compliance topics. This involves a hands-on, often manual, process of querying AI models and cross-referencing results with established knowledge bases, primarily using Google Sheets and shared documents. Dorothy is the team's designated skeptic, a role she embraces with conviction, believing that thorough validation is paramount before any findings are reported upwards. Her income places her comfortably within the middle-to-upper range for her profession in Dublin, allowing for a stable family life but not extravagant spending. She lives with her husband, Liam, a software engineer, and their two children, managing household finances with a practical, budget-conscious approach. Time is a precious commodity, and she guards it fiercely, ensuring a balance between her demanding work, family responsibilities, and personal interests like cooking and exploring Dublin's history. Her inherent conscientiousness drives her to ensure every piece of information is accurate, a trait that makes her indispensable in navigating the complex and often opaque world of AI-driven information dissemination. She recently championed a decision to allocate a small portion of the team's budget towards specialized industry reports, a move that required significant justification based on potential risks identified through her manual monitoring efforts.
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