Recommendations
The Recommendations page (Actions → Recommendations) surfaces specific actions GrackerAI suggests based on your monitoring data. It connects raw data to concrete next steps.
What Gets Recommended
GrackerAI generates recommendations across several categories:
- Content gaps — Prompts where competitors are cited but you aren't, with suggested content types
- Citation opportunities — Specific high-authority pages you should be cited on
- Prompt expansion — Suggested new prompts based on observed patterns
- Sentiment fixes — Pages or sources driving negative framing
- Competitor moves — New content from competitors that's earning citations
How to Triage Recommendations
Not every recommendation is worth acting on. Use this filter:
| Priority | Criteria |
|---|---|
| P0 — Act this week | Affects high-volume prompts; clear, scoped action; high visibility impact |
| P1 — Plan this month | Strategic; requires team coordination; meaningful but not urgent |
| P2 — Track quarterly | Worth knowing; may not justify dedicated effort |
| Skip | Low signal, high cost, or out of strategic focus |
Validating a Recommendation
Before acting, validate against the underlying data:
- Click into the prompt(s) the recommendation cites
- Read 3–5 actual responses
- Open the Citations page and verify the cited authority sources
- Confirm the recommended action matches what the data shows
Recommendations are starting points, not commands. The data behind them is usually right; the prescription sometimes needs adjustment to your strategy.
Closing the Loop
After implementing a recommendation:
- Mark it as "in progress"
- Note the specific action taken (URL of new content, outreach made, etc.)
- Re-check the affected prompts in 4–6 weeks
- Mark as "completed" only when measurable impact is observed
Recommendations that ship without measurement become noise. Track outcomes.