This production-deployed SaaS audits, monitors, and optimizes how brands appear across eight AI answer engines — filling a gap that Ahrefs, Semrush, and every traditional SEO platform ignore entirely. As search shifts from ranked links to AI-curated responses, brands need visibility where ChatGPT, Gemini, Perplexity, and Claude generate answers. This is the only platform that scores visibility across three pillars — SEO, AEO (Answer Engine Optimization), and GEO (Generative Engine Optimization) — in every audit. Under the hood, five AI providers run in parallel through a proprietary adversarial debate pipeline where up to eight specialized agents cross- examine every claim before producing integrity-certified, actionable reports. This is not a wrapper on a single LLM API — it is a multi-model orchestration layer that no competitor has replicated. The business is monetization-ready: Stripe billing across four paid tiers (€99–€2,499/mo), white-label agency infrastructure, client portals, a headless REST API, workflow automations, Slack/Teams/Jira integrations, and 40 email templates — all running on a single VPS at ~€100/mo. The 584,000-line codebase includes 419+ test files and CI/CD security gates, ready for immediate scale. Key Highlights • Audits and optimizes brand visibility across 8 AI answer engines (ChatGPT, Gemini, Claude, Perplexity, Grok, DeepSeek, Bing Copilot, Meta AI) • Proprietary multi-model pipeline: 5 AI providers in parallel, up to 8 adversarial agents per audit • Every audit scored across SEO, AEO, and GEO with clear, actionable recommendations • Production-grade: 584,000-line codebase, 419+ test files, CI/CD security gates, OWASP-audited • Revenue-ready billing: 4 paid plans from €99 to €2,499/mo plus credit top-ups and agency trials • Agency-ready: white-label branding, custom domains, client portals, branded PDF reports, headless REST API • Built-in automations: Slack, Teams, Jira, Google Search Console, Bing Webmaster Tools, 40 email templates • Lean infrastructure: single VPS at ~€100/mo with 12 background workers and container-hardened Docker • First-mover position in AI search optimization — no incumbent offers this combination
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.