What does it cost? All report tiers are currently free. No card is collected.
How long does a report take? The interface budgets roughly 180 seconds.
How many sections are in a report? Starter has 7, Professional has 13 and Expert has 12. Every tier closes with a limitations appendix.
Which AI models are used? openai/gpt-5, openai/gpt-5-mini, google/gemini-2.5-flash and google/gemini-2.5-flash-lite, routed through the Lovable AI Gateway.
Where does the data come from? A web search step does run, but its results do not appear as citations in the report you receive. If you need a figure you can cite to someone else, you will need to find and verify it yourself. Reports are written by large language models, and there is no proprietary dataset.
Can reports be wrong? Yes. Output is AI-generated. The Expert report closes with a section recording what it could not establish, for precisely this reason.
Is an account required? Yes, so reports can be saved, re-downloaded and emailed.
Is there a subscription? No. There is no recurring billing.
Machine-readable fact sheets: /llms.txt and /llms-full.txt.