{"slug": "ask-me-twice-a-longitudinal-archive-of-ai-chatbot-responses", "title": "Ask Me Twice – A longitudinal archive of AI chatbot responses", "summary": "Ask Me Twice, a longitudinal archive of AI chatbot responses, has collected 169.9k responses from 41 AI models to 130 questions, updated daily, allowing users to compare model responses over time. The archive offers HTTP and bulk data export, an OpenAPI schema, and a Model Context Protocol server for AI agents to query the data directly.", "body_md": "A longitudinal archive of AI chatbot responses: a curated, evolving set of questions is put to a wide range of AI models every day, and the responses are recorded so you can compare how models respond and see how those responses change over time.\n\n**130** Questions\n·\n**41** Models\n·\n**169.9k** Responses\n\nQuery Questions, Models, and Responses over HTTP or bulk export daily data, plus a machine-readable OpenAPI schema.\n\nA Model Context Protocol server exposing Questions, Models, and Responses as tools, so an AI agent can query the archive directly.\n\nBrowse and filter Responses by Question, Model, and/or Day, and collect a handful into a compare tray for side-by-side reading.", "url": "https://wpnews.pro/news/ask-me-twice-a-longitudinal-archive-of-ai-chatbot-responses", "canonical_source": "https://wayback-api.archive.org/services/amt/", "published_at": "2026-08-28 02:26:36+00:00", "updated_at": "2026-08-28 02:48:09.492910+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-research", "ai-tools"], "entities": ["Ask Me Twice"], "alternates": {"html": "https://wpnews.pro/news/ask-me-twice-a-longitudinal-archive-of-ai-chatbot-responses", "markdown": "https://wpnews.pro/news/ask-me-twice-a-longitudinal-archive-of-ai-chatbot-responses.md", "text": "https://wpnews.pro/news/ask-me-twice-a-longitudinal-archive-of-ai-chatbot-responses.txt", "jsonld": "https://wpnews.pro/news/ask-me-twice-a-longitudinal-archive-of-ai-chatbot-responses.jsonld"}}