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seoClarity
Senior Product Manager, AI · since Sep 2025 · leads Clarity ArcAI · current
Brought in by the CEO to lead Clarity ArcAI, seoClarity's AI Search Monitoring and Optimization platform and, at its 2025 debut, billed as the industry's first end-to-end platform for AI search visibility. I own product strategy and the roadmap, and have built a young product out into a multi-product platform that keeps enterprises visible, positively represented, and accurately described when their customers ask AI engines for recommendations, across ChatGPT, Perplexity, Google AI Overviews, Gemini, Copilot, and more. Having measured brand presence in AI answers back in 2022, it is the tooling I once wished I had.
where this is going
Over the next couple of years, marketing has to be built for machines as much as people: content and signals that AI agents consume on a buyer's behalf. ArcAI is being built for exactly that shift.
Selected outcomes
Built 95% of the platform
Took over a young product in September 2025 and, owning strategy and roadmap, built out the multi-product platform ArcAI is today.
Led ArcAI 2.0 and 3.0
Shipped two major platform releases, 2.0 backed by a multi-million-dollar investment and a year of client-driven development, 3.0 focused on protecting brand accuracy and narrative in AI answers.
A multi-product platform
Visibility, Sentiment, Accuracy, Content Optimizer, Performance, Discovery, and Prompt Research, plus an enterprise API and MCP server, under one platform.
Enterprise API + MCP server
Shipped an enterprise-grade API, used by every enterprise client, and an MCP server on top of it, so ArcAI is queryable from any tool or AI-agent workflow.
Every major AI engine, and growing
Coverage across ChatGPT, Perplexity, Google AI Overviews, Gemini, Copilot, and more, with new surfaces added continuously.
The platform
Measure
the monitoring layer- Visibility, Sentiment, and Accuracy: whether the brand shows up when customers ask AI for recommendations, how it is portrayed, and where answers get it wrong (and how to fix them).
- Plus Performance (AI-search analytics), Discovery (bot-log analysis), and Prompt Research (which prompts to track), with more products like Indexer and Explorer.
Act
the optimization layer- ArcAI Content Optimizer, live, creates and optimizes content designed to win in AI search, closing the loop from insight to action.
Access
programmatic + agent-native- An enterprise-grade API, used by every enterprise client, puts ArcAI's data into their own stacks and workflows.
- An MCP server built on those APIs lets customers bring ArcAI into their tool of choice or the agent workflows they are building, meeting the agent-native shift head on.
Strategic bets
own the full loop
Monitoring is table stakes; the value is being able to act and fix. ArcAI spans measurement, content optimization, and accuracy correction, not just reporting.
accuracy as the wedge
Prioritized a brand-new Accuracy product over an in-UI chat assistant, because a wrong answer costs a brand more than a convenience feature saves it.
agent-native access
Shipped an MCP server on top of ArcAI's APIs so customers can pull ArcAI into any tool or agent workflow, positioning for a near future where marketing is increasingly consumed by machines.
built on 18 years of data
ArcAI stands on seoClarity's 18 years of enterprise SEO data and customer relationships, an insight depth and execution speed a from-scratch competitor cannot match.
How I operated
Report directly to the CEO, who brought me in to lead ArcAI end to end. I own product strategy and the roadmap, deciding direction from domain expertise, continuous customer conversations, competitive research, and market awareness. I stay hands-on in the build, coding every day, and partner across frontend and backend engineering, design, data science, and marketing, with input into pricing and GTM alongside product marketing.
stack, martech & tools
product
ReactJavaSQLREST APIMCP
ai & build
PythonCursorLLM evaluationPrompt design
capabilities
AI Search product strategyProduct vision & strategy0-to-1 to platformProduct roadmap ownershipPlatform & API strategyHands-on AI/LLM developmentAccuracy & hallucination detectionCompetitive & market strategyCross-functional leadership