About This Site
Open-source AI visibility tracker and content studio Ideata is an open-source, self-hosted AI visibility tracker and content studio for monitoring how ChatGPT, Gemini, Perplexity, Google AI Overviews, Claude, Grok, DeepSeek, and other answer engines mention, cite, and compare brands. It tracks brand positions, citations, sentiment, competitors, AI crawler visits, and AI-generated traffic. Its built-in content studio identifies visibility gaps, researches topics, creates articles, fact-checks content, generates covers, and publishes posts to blogs and social platforms.
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Key Features AI
Core Features
AI visibility monitoring across ten answer engines
Brand mention, position, sentiment, citation, and competitor tracking
Share-of-voice and visibility-gap analysis
AI crawler visit monitoring for GPTBot, PerplexityBot, and YandexBot
AI referral traffic measurement from ChatGPT, Perplexity, and Gemini
AI-powered blog writing and content workflows
Fact-checking, anti-slop quality checks, and citation requirements
Cross-posting to Telegram, X, LinkedIn, Bluesky, and Mastodon
Browser-based cover templates and content planning
Open-source AGPL-3.0 licensing and self-hosting
CSV and XLSX exports
API access on the Business plan
Advantages
Tracks ten AI answer engines, including major Western and Yandex engines
Shows complete AI answers instead of only aggregate visibility scores
Combines monitoring, content creation, quality checks, and publishing in one platform
Open-source and self-hostable under AGPL-3.0
Self-hosted version supports unlimited prompts and brands
Provides citation, competitor, sentiment, and share-of-voice analysis
Supports AI crawler and referral traffic monitoring
Includes cross-posting and content planning workflows
缺点：Cloud monitoring and content generation require paid credits
缺点：Self-hosting requires infrastructure, technical setup, and provider API keys
缺点：Monitoring frequency and prompt pools are limited on paid cloud plans
缺点：The content studio consumes credits for generated content and assistant questions
缺点：Some integrations and features are unavailable or unspecified on lower-priced plans
缺点：AI visibility data can vary between models, prompts, and monitoring runs
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