AIO & LLM Mentions

The AIO & LLM Mentions Node is a consolidated AI Visibility and LLM mentions tool. It analyzes brand, product, and competitor presence, citations, and ratings inside LLMs such as ChatGPT or Claude.

Parameters

Required Parameters

• action (string): The target AIO action to run. Options include:
  • llm_ment_agg_metrics: Get aggregated LLM mention metrics for domain or keyword list.
  • llm_ment_search: Search for LLM mentions of a keyword.
  • llm_ment_top_domains: Identify top cited domains by LLMs for a query.
  • llm_ment_top_pages: Identify top cited page URLs.
  • chat_gpt_scraper: Scrape live answers and references directly from ChatGPT.
  • llm_response: Custom analysis of prompt answers and sources on a chosen model.

Optional Parameters

• prompt (string): Custom analysis prompt (used for chat_gpt_scraper or llm_response).
• target (array): Domains or keywords array (used for llm_ment_agg_metrics).
• keyword (string): Query keyword (used for llm_ment_search, llm_ment_top_domains, etc.).
• model (string): Target model (e.g., gpt-4, claude-3).
• location_name (string): Region context. Default: 'United States'.
• language_code (string): Language context. Default: 'en'.

Practical Use Cases

1. AIO Visibility Audit: Automatically calculate how often your brand is recommended as a solution by major LLM engines relative to competitors.
2. AI Reference Monitoring: Monitor citations and page links generated inside ChatGPT outputs.