Search didn't stop at Google's ten blue links. A growing share of research, shopping and "what should I use for X" questions now goes straight to an AI assistant, or to Google's own AI Overview above the normal results. If your site has never been designed with that in mind, there's a real chance an AI engine confidently recommends your competitor instead, because it has simply never seen your content, or never crawled it since you started supporting llms.txt or structured data. The AI Visibility suite turns that blind spot into something you can actually measure and act on, the same way SEO Panel already does for rankings, backlinks and site health.
AI Perception Check
Ask real OpenAI, Anthropic and Google models - using your own API key, so SEO Panel never sees or pays for the call - exactly what they know about your site right now, on demand or on a weekly schedule. Every response is saved in full, scored as mentioned or not, and scored again for sentiment (positive, neutral, negative) whenever you are mentioned. Add competitors once and every past and future response is checked against them too, for a direct share-of-voice comparison with no extra API calls.
AI SERP / AI Overview Tracking
Runs alongside your existing keyword rank checks and flags which of your tracked keywords actually trigger a Google AI Overview. For each one, it records whether you're one of the sources cited, where your competitors stand in that same AI Overview, and tracks the trend over time - so you can see an AI Overview appear for a keyword you care about before it costs you the click.
AI Referral Report
Reads straight from your own connected Google Analytics data to show how many real visitors are already arriving from ChatGPT, Perplexity, Gemini and other AI platforms - sessions, conversions, and a conversion rate per platform, so you can tell whether AI-referred traffic is just curious or actually converting.
AI Bot Crawlers
Parses your own server logs to show exactly which AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Google-Extended and more) are visiting your site, how often, and which pages they're reading - so you know whether you're even reachable before you worry about whether you're being cited.
AI Schema Markup Generator
Generates the structured data (JSON-LD) that helps an AI engine understand what a page actually is before it ever decides whether to cite it - Organization, Article, FAQ, Product and more - ready to paste straight into your site.
AI Insights
A prioritized to-do list - Errors, Warnings and To-dos - generated automatically from data every other tool in the panel already collects, refreshed daily. No new checks run for this; it's pure analysis of what you already have, surfaced as the next concrete thing worth fixing.
🔑Your keys, your data, your server
AI Perception Check uses your own OpenAI, Anthropic or Google API key, managed from Manage AI Platforms / AI API Keys in the panel - SEO Panel never proxies, logs or pays for those calls. Everything else (bot crawler logs, referral data, AI Overview citations, schema output) is computed from data already stored on your own self-hosted install. SEO Panel also exposes this data over MCP, so you can ask an AI assistant of your own about it directly.
