Turn AI Logic into Your Competitive Advantage

Standard SEO optimizes for visibility; we optimize for authority. SEO tools track crawlers and search volumes, but AI doesn't "search"—it "synthesizes." We analyze the Reasoning Layer of LLMs to understand why they prioritize your competitor's narrative over yours in a conversational response.

We track the "Tier-1 Intent Drivers." This includes the core LLMs (GPT-4o, Claude, Gemini) and the new hybrid search engines like Perplexity and SearchGPT. We focus on the models that consumers and B2B buyers are actually using to make high-stakes purchasing decisions.

It is the machine's internal "Weighting System." In a category like Sustainable Activewear, the AI's logic might prioritize Material Certification over Price. In Employee Engagement Platforms, it might prioritize Integration Density. We find your category's specific "Logic DNA" so you can stop guessing what to optimize.

LLM weights and training datasets are no longer static—they are fluid. We provide Continuous Narrative Monitoring. If a model update shifts the perception of your category or starts favoring a competitor's new feature, you receive an alert before it impacts your bottom line.

Yes. It's about Intent Capture. By aligning your site's copy with the signals that AI systems use to solve user queries, you increase the likelihood of your brand being the "final destination" for customers searching for your specific use case.

Yes. Every product category has a unique DNA in the eyes of an AI. We analyze the specific logic-drivers for your niche and identify the "Perception Gap" between your brand and the category leaders to show you exactly which signals to amplify.

Mantasaur is the first dedicated platform for Generative Engine Optimization (GEO). It audits how AI systems like ChatGPT, Claude, and Gemini perceive your brand, scores your web content on AI readability, and rewrites it so these models understand and recommend your products. Think of it as SEO—but for AI search engines.

Just paste your URL. Mantasaur fetches your page, breaks it into semantic sections, and scores each one on how well AI models can extract and cite it. You get a detailed breakdown of what's working, what's missing, and AI-optimized rewrites you can apply with one click. No integrations, no setup.

Yes. You can run a free AI visibility audit on any URL without signing up. Once you create an account, you get 10 credits to analyze pages, run AI perception audits, and generate optimized rewrites. Paid plans start at $29/month for ongoing monitoring and deeper analysis.

Mantasaur is built for e-commerce brands, Shopify store owners, and SaaS companies that want to be visible in AI-powered search. If your customers are asking ChatGPT "What's the best product for X?" or Perplexity "Which tool should I use for Y?"—Mantasaur helps you become the answer.

Mantasaur identifies why AI models skip or ignore your brand. It analyzes your content through the same lens LLMs use—looking for structured data, verifiable claims, and clear product definitions. Then it rewrites vague marketing copy into AI-extractable content that models can confidently cite. The result: your brand starts appearing in AI-generated recommendations instead of your competitor's.

Anyone whose customers are using AI to make buying decisions. This includes DTC and e-commerce brands competing for product recommendations, SaaS founders who want to appear in "best tool for X" queries, and marketing teams that need to understand how AI models rank them against competitors. If AI search matters to your revenue, Mantasaur is for you.

SEO tools optimize for Google's ranking algorithm—keywords, backlinks, page speed. Mantasaur optimizes for how LLMs understand and recommend your brand. AI search engines don't rank links—they generate answers. Traditional SEO won't tell you why ChatGPT recommends your competitor instead of you. Mantasaur does, and gives you the exact content changes to fix it.