Live LLM mini matrix
A small, cost-aware LLM matrix already shows in the free version how selected models interpret the submitted website.
When enabled on the server, this module uses a handful of carefully chosen LLMs with a very small prompt set. It measures whether the brand, URL, site type and value proposition are already recognized correctly. It also assigns simple sentiment, accuracy and hallucination-risk labels.
This is where the web demo starts to look like a real AI-visibility product: not just technical checks, but what models actually make of the available web signals.
- up to 3 live models with a tight cost ceiling
- classification of brand, product, website type and offer
- labels for sentiment, accuracy and hallucination risk
- much larger multi-LLM matrix
- more prompt packs and competitor prompts
- raw answers, citations and historical changes
If you already checked a URL on the start page, CheckCom shows a live or demo evaluation for this exact module here. Without a previous check, a bundled sample evaluation is loaded automatically.
Need deeper data, real model tests and full reports?
The full version adds real LLM tests, deeper SERP and competitor analysis, export formats, action plans and individual interpretation.