apify-ai-search-visibility-tracker

You can track brand visibility by configuring seven anchors including brand URL, competitors, and prompts to monitor citations and mentions across Google AI Overviews, ChatGPT Search, Perplexity, Copilot, and Gemini on a recurring schedule.

AI search visibility monitoring records where your brand and competitors appear in AI-generated search results, collecting citations and mentions to provide measurable insights into your brand presence across AI surfaces.

Yes, you can schedule recurring brand visibility checks using OS-level cron or launchd scheduling with a local environment file containing your APIFY_TOKEN to enable historical diffs over time.

Yes, you need a local .env file containing your APIFY_TOKEN to authenticate and run the apify/google-search-scraper, which collects per-prompt, per-source citation data across AI search surfaces.

You can audit your site for citation opportunities by running discovery workflows that analyze prompts and AI sources, outputting per-entity rows to a named dataset and producing a Markdown snapshot for human review.

The visibility tracker outputs per-run rows to a named dataset, stores full raw results in a KV store, and generates a Markdown snapshot summarizing brand mentions and citations for human review.