tobecited builds software that shows brands how they appear in AI assistants. Its product runs a company's real buying questions through ChatGPT, Claude, Gemini and Perplexity, records who gets recommended and who gets cited, and returns the verbatim excerpt behind every answer, so a team can see the exact sentence where a competitor was named instead of them. Alongside the measurement it produces the fixes that close the gaps: llms.txt, structured data, page titles and FAQ blocks, written against the pages the site actually has. Founded in 2026, tobecited serves marketing teams, founders and agencies whose buyers now ask an AI assistant for recommendations before they open Google.