Market Opportunity

Automate work inside dashboards and portals using browser agents targets a $32.0B = 160,000 mid-to-large enterprises x $200K ACV (enterprise automation across ops, finance, sales teams) total addressable market with medium saturation and a year-over-year growth rate of 18% estimated (enterprise automation & RPA market expansion combined with AI acceleration).

Key trends driving demand: API fatigue -- many SaaS vendors expose incomplete APIs, keeping critical work in GUIs that need UI-first automation.; LLM robustness -- LLMs now reliably interpret UI text and contextual cues enabling generalized browser task planning.; Composable enterprise -- companies prefer orchestration layers that stitch together existing portals rather than replacing them..

Key competitors include UiPath, Automation Anywhere, Zapier, Playwright / Puppeteer + Headless services (developer toolchain).

Automate work inside dashboards and portals using browser agents

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Market Validation

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