So I built an AI to cut through it. Under the hood, we classify 4 million reviews to extract real signal. We use GraphRAG and a chain of LLMs to ensure quality. Similar to Perplexity, multiple independent sources must confirm each piece of information before we trust it.
Like Garry Tan (YC) suggests, chat interfaces might not be the future. Users prefer familiar UX, and the next evolution of the internet should be intelligent sites delivering personalized content. You’ll still get the benefits of LLMs—just in a more digestible format.
We started by tackling comparisons first. No two SaaS tools are the same, each with unique features and target markets. Our comparison engine alone can save you hours of research. Next, we plan to add a product discovery module to guide you to the perfect tool.
I believe that until AGI is widespread, business will continue as usual. Vertical AI agents will need to integrate with familiar SaaS products—how else can they coordinate work? Even AIs will need Trello, Gmail, Slack, Your CRM and the existing boring toolbox. Meanwhile, the amount of new software hitting the market will soar, making comparison and distribution harder than ever.
We’re VC-backed, and our guiding principle—our “don’t be evil” policy—is to provide unbiased software recommendations. Our long-term vision is to offer premium buyer features and competitive intelligence. Eventually, we’d love to integrate with AI providers for seamless migration, integration, and customization support.
Some examples: Linear / Trello https://gralio.ai/compare/Trello-vs-Linear Notion / Clickup https://gralio.ai/compare/Notion-vs-ClickUp Gusto / Rippling https://gralio.ai/compare/Gusto-2-vs-Rippling Webflow / Retool https://gralio.ai/compare/Retool-vs-Webflow
Let me know what you think!
