Website friction - AI-guided visual walkthroughs embedded on sites

Website friction - AI-guided visual walkthroughs embedded on sites targets a $12.0B = 2.0M mid-market and high-traffic SMB websites x $6K ACV. Assumes target buyers are companies willing to pay for embedded self-service and UX tooling (SaaS, e-commerce, SaaS platforms). total addressable market with medium saturation and a year-over-year growth rate of 15-25% -- conversational AI and self-service automation in support are expanding rapidly as companies adopt LLM-enhanced bots..

Key trends driving demand: LLM-context-augmentation -- ingesting site docs and FAQs dramatically improves answer relevance, enabling accurate guided flows.; Self-service-first support -- companies are shifting budget from live agents to automation to reduce CAC and support costs.; Product-aware guidance -- users expect inline, contextual help rather than general chat, so DOM-aware walkthroughs increase task completion.; Composable infra -- affordable vector DBs and serverless compute make per-site indexing and runtime queries feasible for SMBs..