Build one coherent ad-group hypothesis, align the ad and destination to it, then learn from qualified outcomes—not the hint in isolation.
A well-written hint cannot rescue a mismatched offer, creative, landing page, bid, budget, or ineligible campaign. Treat those elements as one system.
Keep an ad group focused on one product category, need, audience, use case, or intent area. If freelancers and enterprise teams need different proof, creative, or landing pages, use separate groups instead of stretching one theme across both.
Captured ads and prompts reveal patterns in the audiences and situations advertisers appear to target. These are useful market signals, not proof of the exact private hint or of performance. Use them to find crowded and underserved themes, then write and test your own.
Review the whole delivery system when results change: campaign status, eligibility, bid, budget, creative, landing page, and the hint itself. Test materially different themes in separate groups so you can attribute changes instead of rewriting several variables at once.
Organize related situations into focused ad groups. Follow the guide →
Write each theme from the same buyer-need framework. Follow the guide →
Check focus, alignment, and operational safety. Follow the guide →
Compare distinct hypotheses in separate ad groups. Follow the guide →
Judge qualified business outcomes, not reach alone. Follow the guide →
Researching multiple markets or competitors? Use the plugin workflow.
Context