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Roman buyers: prospects (?)

Likely buyers (individuals and small teams) in the US, UK, EU and India who would plausibly buy a software product like Roman (https://tryroman.app). What the product says about itself (public site): Roman tracks you in AI answers and Google, pitches the sites they cite, writes and publishes the missing pages, then checks again. Site: Roman — AEO and SEO software that acts on its numbers | Roman | Roman tracks you in AI answers and Google, pitches the sites they cite, writes and publishes the missing pages, then checks again. | AI leaves you out. Roman writes you in. 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

Full-depth AI personas

10 personas · Use case: validation

Questions & insights

Meet the personas

Kim Rohan

Kim Rohan, 31, is a highly analytical and driven Growth Marketing Manager at a burgeoning B2B SaaS company in Chicago. Holding a Master's degree in Marketing, she's carved out a critical niche for herself as the sole growth marketer within her 40-person organization. Her professional journey has been characterized by a relentless pursuit of data-backed strategies and a commitment to continuous learning. Kim's approach is hands-on and deeply analytical; she spends a significant portion of her workweek meticulously scrutinizing Google Search Console and GA4 data, identifying patterns and opportunities for organic growth. Her unique responsibility includes monitoring AI content generation tools like ChatGPT and Perplexity for brand mentions, a task she manages via a detailed spreadsheet that forms the backbone of her monthly founder reports. This meticulous attention to detail and her proactive stance in tracking emerging marketing channels underscore her dedication to demonstrating tangible impact. Kim prioritizes clarity and accountability, believing that well-defined metrics are essential for driving business outcomes. She lives by a principle of efficiency, meticulously planning her personal life to maximize her professional output, whether it's through rigorous meal prepping to save time or dedicating early mornings to her running regimen. Her financial philosophy is one of disciplined saving, aiming for long-term stability while investing in her career development. She views time as a valuable, finite resource, constantly seeking ways to optimize her workflows and personal routines to stay ahead in the fast-paced SaaS landscape. Recently, she's been experimenting with new AI prompting techniques to improve the efficiency of her content ideation and keyword research, aiming to scale her content output without compromising quality.

Joseph Gleason

Joseph Gleason is a seasoned SEO professional navigating the turbulent waters of modern search engine optimization from a bustling boutique agency in London. At 38, he has carved out a reputation not for flashy viral campaigns, but for unwavering reliability and a meticulous approach to technical integrity. Born in Manchester and raised in a working-class household, Joseph developed an early appreciation for craftsmanship, a value that now defines his career. He holds a Bachelor's degree in Computer Science from the University of Leeds, though he often jokes that his real education came from the daily grind of fixing broken sites and interpreting Google's ever-shifting guidelines. Currently leading a five-person pod, Joseph manages a portfolio of 11 active clients, balancing the demands of e-commerce giants with niche B2B service providers. His workflow is a hybrid of robust automation and stubbornly human oversight. While the agency utilizes industry-standard suites like Semrush, Screaming Frog, and Looker Studio, Joseph insists on a monthly manual audit of AI answer citations for his clients' most critical keywords. He believes that while AI promises efficiency, it currently lacks the nuance to understand context without human intervention. This habit, while time-consuming, has become his signature differentiator, earning him the nickname 'The Guardian' among his peers for his refusal to let client data slip through the cracks. Financially, Joseph is comfortable but cautious. Earning £78k annually, he prioritizes security, having recently upgraded his family's mortgage and maximized his pension contributions. He views his income as a safety net rather than a trophy. In his personal life, he is a devoted father and husband, finding solace in the predictability of his Sunday football matches and the ritual of weekend coffee brewing. He is increasingly wary of the 'move fast and break things' culture, preferring to move slowly and ensure everything works correctly. As the search landscape evolves toward AI-driven answers, Joseph stands firm on the belief that the human element—context, ethics, and precision—will remain the ultimate currency in digital marketing.

Bhanumati Nehru

Bhanumati Nehru, 34, is a pivotal figure in the burgeoning tech scene of Bengaluru, co-founding and leading marketing efforts for a bootstrapped B2B SaaS startup. Her journey into entrepreneurship wasn't a sudden leap but a calculated progression from a successful marketing career in a larger tech firm. Armed with a Master's degree, she recognized a gap in the market and, alongside her co-founders, decided to build a solution. Her current role is intensely hands-on; she's not just directing strategy but is deeply involved in the tactical execution. This involves crafting compelling landing page copy, often in collaboration with a single content writer, and meticulously tracking organic search performance. Her toolkit is lean: Google Search Console is her primary diagnostic instrument, supplemented by manual checks in Google Analytics and creative prompt engineering with ChatGPT for content ideation and optimization. She has consciously avoided investing in expensive, dedicated SEO software, preferring to maximize the utility of free and accessible tools, a testament to her resourcefulness and budget-consciousness. This approach stems from a core belief in efficiency and a desire for independence in her operational decisions. She thrives on experimentation, constantly testing new content angles and distribution methods to see what resonates with their target audience. Her income of ₹42L reflects her experience and the success of their venture so far, but her spending habits remain grounded, prioritizing long-term growth and personal development over immediate gratification. She views time as a critical, finite resource, which fuels her drive to optimize every marketing dollar and every hour spent on tasks. Her recent decision to focus on refining their core landing pages based on granular Search Console data, rather than chasing new content trends, exemplifies her pragmatic, data-driven approach to marketing in a resource-constrained environment.

Essie Dooley

Essie Dooley, 29, has carved out a niche for herself as a Content Lead at a burgeoning consumer fintech company in Manchester. Her journey into content strategy began during her Master's degree in Digital Marketing, where she developed a fascination with how information is structured and disseminated online. She was particularly drawn to the complexities of search engine algorithms and the emerging field of AI's impact on content. This academic interest quickly translated into a professional passion, leading her to her current role overseeing a three-person content team. Essie's approach is deeply rooted in precision and auditability; she meticulously maintains a manual log of how key financial terms appear in Google AI Overviews and LLM answers, preferring to capture screenshots and source links for her records. This method, while time-consuming, provides her with a tangible dataset to track shifts in search behaviour and ensure the accuracy of the company's educational articles and comparison pages. She believes strongly in the principle of fairness, both in the financial advice her company provides and in how information is presented online. Her income of £58k allows for a comfortable, though not extravagant, lifestyle, which she manages with a disciplined, budget-conscious mindset. She lives in a shared flat, a practical arrangement that aligns with her financial prudence and desire for a calm, organized home environment. Essie is not driven by status or rapid career advancement for its own sake; instead, she prioritizes building a solid foundation of expertise and contributing meaningfully to her field. Her recent focus has been on developing strategies to counter the potential displacement of organic content by AI-generated summaries, a challenge she tackles with her characteristic analytical rigour and a commitment to maintaining high standards of quality and transparency in a rapidly evolving digital world.

Carlos Swift

Carlos Swift carved out his niche as a freelance SEO consultant in Seattle over the past eight years, leveraging a Bachelor's degree in Communications and a natural aptitude for digital problem-solving. Initially drawn to the field by the intricate puzzle of search engine algorithms, he found his calling in helping small to medium-sized businesses navigate the complexities of online visibility. His client roster is a testament to his adaptability, ranging from a local Seattle artisanal bakery needing to rank for 'best sourdough near me' to a B2B SaaS company aiming for top spots for 'project management software for agencies'. Carlos operates with a strong sense of autonomy, cherishing the freedom to structure his work and client engagements. His pragmatism guides his tool selection; he invests in robust platforms like Ahrefs and meticulously uses Google Search Console and custom Google Sheets for reporting, viewing them as essential extensions of his analytical capabilities. He's not afraid to experiment, recently integrating AI-generated answer citation checks into his monthly audits for select clients, a move driven by his interest in emerging search behaviors and his desire to offer cutting-edge insights. This requires a significant time investment, a trade-off he's willing to make for clients who appreciate the deeper dive. His income of $95k reflects a solid, established freelance career, allowing him financial stability but also necessitating careful management of client acquisition and retention. He views time as his most valuable asset, constantly seeking efficiencies through no-code tools and streamlined processes. His approach is grounded in data, driven by a desire for tangible results, and tempered by a realistic understanding of the digital marketing landscape. He recently declined a project with a client whose expectations seemed misaligned with realistic SEO timelines, prioritizing his own efficiency and the integrity of his service over a quick paycheck.

Ayse Hooss

Ayse Hooss is a 36-year-old Performance Marketing Manager based in Berlin, currently steering the organic growth engine of a 60-person Direct-to-Consumer apparel brand. With a Master's degree in Digital Marketing from TU Berlin, she entered the workforce during the early days of the DTC boom and has since evolved from a generalist marketer into a specialized technical expert. Her current role is defined by a unique constraint: managing a lean team of one SEO specialist and a copywriter while bearing full responsibility for the brand's visibility in both traditional search and emerging AI-driven answer engines. Recently, Ayse made the difficult decision to halt several content expansion projects because they were cannibalizing existing category page performance. Instead, she pivoted resources to fix critical crawl errors and optimize meta-data for long-tail queries that AI models are beginning to prioritize. This shift was driven by her observation that the brand was disappearing from AI overviews for non-brand queries, a metric she now tracks weekly alongside traditional SERP positions. Ayse is known among her peers for her discipline and refusal to accept 'good enough' metrics. She builds custom dashboards in Looker Studio that aggregate data from multiple sources, ensuring her team always works from a single source of truth. Despite her high conscientiousness, she struggles with the rapid pace of change in the SEO landscape, particularly the opacity of how Large Language Models curate and cite sources. This uncertainty fuels her nightly habit of auditing search results, a ritual she performs with military precision. While she earns €68k annually—a solid income for Berlin—she remains frugal, viewing financial stability as a prerequisite for the autonomy she craves in her career. She is currently evaluating whether to invest in more advanced training or hire additional technical support, weighing the cost against the potential for scaling her team's output.

Ekaaksh Malik

Ekaaksh Malik, 39, is the founder and driving force behind a thriving six-person digital agency based in Mumbai. Armed with a Bachelor's degree and a keen understanding of the Indian market, he established his agency eight years ago, initially focusing on local businesses before diversifying into serving SaaS startups. His journey began with a passion for digital transformation and a desire to build a company that valued reliability and speed. He built his agency from the ground up, bootstrapping and reinvesting profits to fuel growth. Ekaaksh is deeply involved in the day-to-day operations, particularly client management and strategic oversight. He is currently grappling with how to best advise his clients on navigating the complexities of AI-generated search results, moving beyond traditional SEO. This involves extensive work with tools like Google Search Console and GA4, and a constant effort to translate raw data into actionable insights for clinics and tech companies alike. He recently decided to invest in advanced analytics training for his core team members, recognizing the growing demand for more sophisticated reporting and strategy. His income of ₹55L reflects his success and the agency's consistent performance, but he remains focused on disciplined revenue growth and client satisfaction over personal extravagance. He sees time as a critical resource, both for his clients and his agency's operations, pushing for efficiency and quick turnarounds. Status for Ekaaksh is derived from client success and the professional reputation of his agency, rather than overt displays of wealth.

Michele Leuschke

Michele Leuschke arrived in New York City with a Master's degree in Marketing and a clear vision for a career in tech. Her early professional years were spent in more general marketing roles, but she quickly gravitated towards the intricate world of developer tools, drawn by the intellectual challenge and the direct impact these products have on innovation. She joined her current company, a 90-person startup specializing in devtools, three years ago. Initially focused on broader product launches, her role has evolved to encompass a critical niche: ensuring the company's visibility and accurate representation in search engines and emerging AI answer formats. This involves meticulously tracking a small, strategic set of keywords, owning the content for launch pages and FAQs, and collaborating closely with a dedicated content writer. Michele sees her role as a guardian of clarity, translating complex technical offerings into accessible information for potential users. She recently spearheaded a project to audit and update all existing FAQs based on a shift in how AI models were summarizing their product, a decision driven by a desire to maintain control over their narrative. Her income of $128k allows for a comfortable life in Brooklyn, but she remains pragmatic, prioritizing saving for future goals and experiences over ostentatious spending. She views time as a valuable, finite resource, constantly seeking ways to optimize her workflow and maximize her impact. Her high conscientiousness and openness scores manifest in her organized approach to work and her eagerness to learn about new marketing technologies and strategies, particularly those related to AI and SEO. She finds satisfaction in solving complex problems and seeing her efforts translate into measurable improvements in brand perception and user engagement.

Davi Wagenaar

Born and raised in the Netherlands, Davi developed an early appreciation for order and precision, traits nurtured by his parents who valued meticulousness in their own crafts. His academic path led him to a Bachelor's degree with a focus on digital marketing, where he discovered a fascination for the intricate workings of search engines. Upon graduating, he entered the e-commerce sector, quickly gravitating towards the challenges and rewards of SEO. He joined his current employer, a prominent multi-country home goods retailer, four years ago. Initially tasked with overseeing the Dutch market, his responsibilities expanded to encompass multiple European countries due to his consistent delivery of accurate, data-backed results. He manages a modest team of one SEO analyst, and his role is pivotal in navigating the complex landscape of international organic search. Davi lives comfortably on his €60k salary, demonstrating disciplined saving habits and prioritizing experiences like cycling trips over ostentatious spending. His current professional focus is heavily influenced by the rise of AI in content creation. He dedicates significant time to manually auditing AI-generated citations for commercial terms in both Dutch and English, a task he views as essential for maintaining accuracy and trust, despite its demanding nature. He sees his career not just as a job, but as a continuous process of understanding and refining complex systems, driven by a desire for measurable improvement and informational integrity. He is acutely aware of the time and effort required for thoroughness, often reflecting on the trade-offs between speed and absolute accuracy in his daily work.

Alicia Shields

Alicia Shields has spent the last seven years as the Marketing Manager for a mid-sized accounting firm in Dallas, a role she stepped into after a period of managing marketing for smaller, independent businesses. Her career path has been driven by a desire for stability and a practical application of her marketing skills. Holding a Bachelor's degree in Communications, she found her niche in the B2B service sector, appreciating the tangible results and the opportunity to build trust with clients. Her current position at the 22-person firm is demanding; she is the primary driver of all marketing initiatives, from website content to lead generation. Her toolkit is lean but effective: WordPress for the website, Google Search Console for organic performance insights, and a robust suite of spreadsheets for tracking and analysis. She has deliberately avoided investing in expensive, specialized SEO or AI visibility tools, preferring to maximize the utility of what she already has and what she can learn through diligent effort and industry blogs. This approach stems from a deep-seated value of practicality and stewardship – ensuring the firm's resources are used wisely. Recently, she's been focused on improving the firm's local search rankings, experimenting with new blog post formats and ensuring all service pages are thoroughly optimized based on keyword research she conducts manually. She also spearheaded a small initiative to gather client testimonials, recognizing the power of social proof in building trust, a decision that required careful persuasion of the partners to allocate even minimal time for it. Her income of $88k reflects her experience and the responsibilities she carries, but she remains conscious of household financial goals, particularly her children's future education. Time is a constant negotiation; she meticulously schedules her workdays to accommodate family needs, often working through lunch or staying a bit later, but always prioritizing being present for her children in the evenings and on weekends. Her financial habits are conservative, favoring saving and sensible spending over discretionary purchases, a reflection of her core belief in building lasting value.

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