How CLEA uses suggestions

Suggestions help decide what the user should do next. They keep the dashboard from becoming only a place to look at numbers.

The Suggestions panel shows live cards. Each card has a title, description, CTA, Ask CLEA action, and Archive action.

Review source gap on comparison prompts

Competitors are named from review pages where your brand is missing. Inspect the prompt evidence and decide whether this needs a page update or source review.

Open source analyticsAsk CLEAArchive

Cards can be discussed in chat. Ask CLEA why the card exists, what evidence supports it, or what to do first.

Cards can become scheduled work when the same problem keeps returning.

A card can become a workflow when it describes a repeatable review.

For example, a repeated source gap can become a weekly source-review agent prompt.

Goal: turn repeated source-gap cards into one weekly review.
Inputs: open suggestion cards, source analytics, latest prompt results.
Steps: group repeated gaps, choose one owner, return one card or a no-action note.
Output: one clean next step for the Suggestions queue.

Completed actions show progress. They also help CLEA avoid repeating the same recommendation.

Archive cards that are weak, duplicated, outdated, or not useful anymore.

The queue should feel like a short list of real next steps.