TL;DR. Three distinct signals: Mention = your brand name appears in the AI's answer text (awareness, the AI "knows" you exist). Citation = your URL is linked as a source (trust, the AI trusts your content enough to reference it). Answer = how the model positions you in the final response (recommended, neutral, or discouraged). In Rankscale, this is what you read on the Sentiment view. The gap between being mentioned and being cited is the Trust Gap.
The three surfaces
Mention. Your brand name appears in the AI's answer text. This is awareness. The AI "knows" you exist.
Citation. Your URL is linked as a source. This is trust. The AI trusts your content enough to reference it.
Answer. The stance the model takes in the final reply (recommendation vs. caution vs. negative). Product dashboards (including Rankscale) often label this sentiment because it is scored from the tone of the generated answer.
Trust Gap. The gap between being mentioned and being cited.
Do not blast content to get visible
You will get penalised for low-quality obviously fully AI-generated content. Be strategic. Each engine has its own preferences. Writing a generic blog post for "AI visibility" without structure, evidence, and entity signals will not move the needle.
What to keep an eye on
These four metrics are the first ones to watch: mentions, citations, sentiment, and Google organic traffic. GA4 gives you a traffic estimate but also mixes agents as traffic. Check server logs to separate agent traffic from human traffic. A Rankscale feature focused on this is being released.
Do this now:
Pick one category prompt. Run it in ChatGPT. Record whether you are mentioned, whether you are cited (URL linked), and the sentiment of the mention.
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