Verify whether AI search optimization actually finds local businesses and measure ROI

Verify whether AI search optimization actually finds local businesses and measure ROI targets a $6.0B = 2M local businesses × $3K ACV total addressable market with medium saturation and a year-over-year growth rate of 25% YoY — driven by adoption of LLMs for search and expansion of AI-enabled discovery channels (industry analyst synthesis 2023-2025).

Key trends driving demand: LLMs are becoming primary discovery interfaces — conversational assistants increasingly answer local queries, creating demand for measurement of presence.; Agencies are packaging new services (AEO) without objective verification tools — this creates a market for independent auditing and ROI measurement.; Knowledge graphs and structured data are now required inputs for many model responses — businesses that manage and monitor these signals can influence visibility.; APIs and headless browsing tools enable automated, repeatable sampling of LLM outputs across prompts and geographies, making measurement technically feasible at scale..