The standard scan combines observed public-source evidence with modeled buyer prompts and rules-based readiness scoring. It is not a census of every answer a user may receive. Unless a report clearly labels a direct engine observation, Airankscan has not directly queried Google AI Overviews or AI Mode, Perplexity, Gemini, Claude, Copilot, or every version of ChatGPT for that report.
AI outputs and public web results can be incomplete, outdated, inconsistent, or wrong. Sources, models, indexes, locations, personalization, and prompts change. Review material decisions against the linked evidence and your own business knowledge. Our methodology page explains each evidence layer in more detail.
Airankscan does not guarantee a ranking, citation, mention, recommendation, traffic increase, lead, revenue result, or approval by any AI or search provider. Reports are informational and are not legal, financial, medical, or other professional advice.