AI Affiliate Lab

AI-search prompt research from real GSC signals

Fix GSC impressions with no clicks using AI-search prompt tests.

Use hidden-query data, prompt-style keywords, source-backed affiliate claims, and method-level tests to decide whether to rewrite, link, merge, or publish.

Direct answer

What should you do with GSC impressions and no clicks?

Rewrite the visible page's title, snippet, first answer block, and internal links before adding another generic batch.

Open the prompt research test
Prompt tracking

Which AI-search prompts should this site track?

Track hidden-query, CTR, source-backed affiliate, prompt research, and citation-monitoring prompts weekly.

Open the tracking test
CTR repair

Why click this site after an AI answer?

The click value is the checklist, source log, and decision workflow that an AI summary cannot fully replace.

Open the CTR test
System check

Turn GSC impressions into article decisions

Use early Search Console data to decide whether to keep, rewrite, merge, or wait.

Read guide
Trust

What is a source-backed affiliate page?

Define the minimum evidence standard before a review page deserves search traffic.

Read guide
CTR

Search Console CTR checklist for affiliate pages

Fix title, snippet, and intent mismatch before publishing another batch.

Read guide
Maintenance

When should you merge thin pSEO pages?

Use merge rules to prevent scaled content from competing with itself.

Read guide

Latest guides

Playbooks and checklists