Dev.to
7/5/2026

The original title is "Checking whether ChatGPT actually recommends your product" which is 8 words. Let me check the rules:
Original: Checking whether ChatGPT actually recommends your product
Short summary
Measure AI visibility (GEO/AEO) using official APIs instead of manual chat monitoring to track whether your product is recommended by ChatGPT, Perplexity, and Gemini. Record four metrics per engine: mention presence, position in answer, domain citation, and competitor share of voice. Cited domains reveal which sites AI engines trust, making them high-value link-building targets.
- •Manual AI visibility tracking stops scaling; official APIs (OpenAI, Perplexity, Gemini) are cheaper and automatable
- •Track four metrics: brand mention, position score, source citation, competitor share of voice
- •Cited domains become your link-building target list—AI-validated instead of guessed
Generated with AI, which can make mistakes.
Is this a good recommendation for you?



