The AI Insights Feed synthesizes visibility data, sentiment analysis, and source attribution into actionable strategic intelligence. Learn how to read and act on each insight type.

AI Insights Feed: Strategic Intelligence for Your Brand

The AI Insights Feed synthesizes your Visibility check data, Rankings results, and scan findings into actionable strategic intelligence — not just "what is happening" but "why it's happening" and "what to do about it."

Insight Types

High Priority — Significant findings that directly impact your AI visibility or reputation. Example: "Your brand is consistently recommended for enterprise-grade workflows — strong documentation clarity is cited as a key decision factor."

Decline Monitor — Insights tracking metrics that have been declining over recent check cycles. Act before a drop becomes a crisis.

Risk — Potential threats: competitor surges, coverage gaps, or early-stage negative framing detected in AI responses.

Opportunity — Positive developments where increased investment could yield outsized returns.

Sentiment Analysis

For every AI platform response about your brand, Citadex analyzes sentiment:

Positive — AI is recommending or praising your brand
Neutral — Factual mentions without strong recommendation weight
Negative — Potentially harmful framing or association with problems

Sentiment trends are visualized over time so you can spot shifts quickly.

The Impact Score

Each insight carries an Impact Score (e.g., +0.42):

+0.30 and above — High impact. Prioritize immediately.
+0.10 to +0.29 — Medium impact. Address in your next sprint.
Below +0.10 — Lower impact. Queue for future optimization.

Source Tracing: Understanding the "Why"

A core feature is the ability to trace why AI models make specific statements about your brand:

Reddit — Highly influential. AI models weight Reddit discussions heavily.
Wikipedia — Highest authority weight. Presence here is strongly associated with accurate entity understanding.
Industry publications — TechCrunch, G2, analyst reports, trade publications.
Review platforms — G2, Capterra, Trustpilot. Aggregated ratings frequently cited in "best tool for X" queries.
Your own website — The most controllable source.

Frequently Asked Questions

Q: How are insights generated?

Insights are generated dynamically from your Visibility check data, Rankings data, and scan findings. They update each time new data is collected.

Q: Can I filter insights by type or platform?

Yes. Use the filter tabs at the top of the Insights Feed: All, High Priority, Risk, Decline Monitor.

Q: How do I act on an insight?

Each insight card includes a recommended action with a direct link to the relevant tool — for example, a competitor intercept insight links directly to Competitor Analysis pre-filtered for that competitor and keyword.