Detect and fix sudden Google Ads quality drops for local advertisers

Detect and fix sudden Google Ads quality drops for local advertisers targets a $6.0B = 5M local advertisers x $1.2K ACV. Assumes 5M small businesses run search campaigns and would pay roughly $100/mo for continuous ad-quality monitoring. total addressable market with medium saturation and a year-over-year growth rate of 12% - ad verification and analytics market growth driven by rising ad spend and fraud concerns.

Key trends driving demand: Ad fraud increase -- more bot and invalid clicks push advertisers to seek verification and automated defenses.; Platform opacity and rapid algorithm/feature changes -- sudden shifts (like the late February drop cited) create need for cross-account monitoring to spot systemic issues.; Local advertising intensity -- small and midsize local service businesses rely heavily on paid search for leads, creating steady demand for monitoring and remediation.; Advances in behavioral anomaly detection -- improved models enable distinguishing low-quality clicks from legitimate traffic at scale..