This production-deployed SaaS audits, monitors, and optimizes how brands are represented across eight AI answer engines as traditional search shifts from link listings to curated responses, filling a gap that traditional SEO platforms don’t measure; it runs five AI providers in parallel through a proprietary adversarial debate pipeline where up to eight specialized agents cross-examine claims before generating a final report, and each audit is scored across SEO, AEO, and GEO to produce clear, actionable recommendations, all supported by a robust 584,000-line codebase with Stripe billing across four paid tiers priced from €99 to €2,499 per month, white-label agency capabilities, client portals, a headless REST API, workflow automations, Slack/Teams/Jira integrations, 40 email templates, and a lean infrastructure footprint running on a single VPS at roughly €100 per month, with 419+ test files and CI/CD security gates in place to support an immediate go-to-market push. Key Highlights ✅ Audits and optimizes brand visibility across 8 AI answer engines ✅ Proprietary multi-model pipeline running 5 AI providers in parallel with up to 8 specialized agents ✅ Reports scored across SEO, AEO, and GEO with actionable recommendations ✅ Production-grade build with a 584,000-line codebase and 419+ test files plus CI/CD security gates ✅ Billing and packaging in place with 4 paid plans ranging from €99 to €2,499 per month ✅ Agency-ready setup including white-label infrastructure, client portals, and a headless REST API ✅ Built-in automations plus Slack, Teams, and Jira integrations and 40 email templates ✅ Low-cost hosting on a single VPS at approximately €100 per month ✅ Positioned for early share in a fast-growing AI search optimization market with no clear incumbent
The biggest growth opportunities are selling to SEO and digital agencies as a white-label AI search visibility platform, expanding into enterprise teams that need AI search monitoring and reporting, and monetizing usage through subscription plans, credits, and API/licensing. Additional upside comes from positioning around GEO/AEO, branded client reporting, project-based monitoring, and integrations that make the product part of an agency or enterprise workflow.