Help agencies evaluate and implement AI tools with tailored roadmaps

Help agencies evaluate and implement AI tools with tailored roadmaps targets a $4.8B = 800K agencies & small product teams × $6K ACV total addressable market with medium saturation and a year-over-year growth rate of 30% YoY growth in AI adoption among agencies and marketing teams — source: industry adoption estimates and McKinsey 2024 insights.

Key trends driving demand: Rapid tool proliferation — dozens-to-hundreds of new AI tools each month creates discovery overload and increases demand for curation plus implementation playbooks.; Shift from experimentation to production — teams now want measurable ROI and integrations, creating demand for implementation-focused solutions rather than pure discovery.; Improved LLM and code-generation quality — modern models generate reliable integration snippets and documentation, enabling rapid creation of reproducible playbooks.; SaaS procurement decentralization — agencies increasingly buy tools at team level, raising demand for quick validation and internal change-management templates..