Turn impressions without clicks into one measured page experiment.
This feed converts observed Search Console queries into specific title, meta description, H1, CTA, and internal-link tests. It protects the current winning validator path, improves zero-click queries, and flags when Google is showing a different page than the preferred target.
Current proof: 375 impressions, 1 click, 11 zero-click experiments. Highest zero-click query:
chatgpt search visibility.
Agents should read the CTR experiment feed before changing page copy.
The JSON includes current title, meta, H1, observed landing page, recommended target page, proposed copy, proof links, and measurement rules. It is designed to stop random daily posting and focus effort on pages that already have evidence.
Current experiments
| Query | Impr. | Clicks | Status | Observed page | Target page | Proposed title / CTA |
|---|---|---|---|---|---|---|
| chatgpt search visibility high-zero-click |
82 | 0 | ready_bridge_observed_page bridge_observed_page_to_target |
/guides/chatgpt-search-visibility.html 70 page impressions |
/tools/chatgpt-search-visibility-checker.html | ChatGPT Search Visibility Checker: Free Live Domain Report Run live ChatGPT visibility report |
| robots txt google generator high-zero-click |
35 | 0 | ready_bridge_observed_page bridge_observed_page_to_target |
/tools/ai-robots-txt-generator.html 36 page impressions |
/tools/robots-txt-google-generator.html | Robots.txt Google Generator: Free Googlebot-Safe Builder Generate Google-safe robots.txt |
| llms validator medium-zero-click |
15 | 0 | ready_copy_alignment improve_serp_snippet_and_cta |
/tools/llms-txt-validator.html 72 page impressions |
/tools/llms-txt-validator.html | Free llms.txt Validator and Checker: Live URL or Paste Draft Check live /llms.txt or paste draft |
| llms.txt checker medium-zero-click |
13 | 0 | ready_bridge_observed_page bridge_observed_page_to_target |
/tools/llms-txt-validator.html 72 page impressions |
/tools/llms-txt-checker.html | Free llms.txt Checker Online: Paste Draft or Live URL Run 60-second llms.txt checker |
| llms txt validator medium-zero-click |
12 | 0 | ready_copy_alignment improve_serp_snippet_and_cta |
/tools/llms-txt-validator.html 72 page impressions |
/tools/llms-txt-validator.html | Free llms.txt Validator and Checker: Live URL or Paste Draft Check live /llms.txt or paste draft |
| llms.txt generator for shopify medium-zero-click |
10 | 0 | ready_bridge_observed_page bridge_observed_page_to_target |
/guides/llms-txt-for-shopify.html 23 page impressions |
/tools/shopify-llms-txt-generator.html | Free Shopify llms.txt Generator: App or No-App Publish Plan Generate Shopify llms.txt |
| shopify app to generate llms.txt medium-zero-click |
9 | 0 | ready_bridge_observed_page bridge_observed_page_to_target |
/guides/llms-txt-for-shopify.html 23 page impressions |
/resources/shopify-llms-txt-app-decision-matrix.html | Free Shopify llms.txt Generator: App or No-App Publish Plan Generate Shopify llms.txt |
| chat+gpt+search+visibility medium-zero-click |
8 | 0 | ready_bridge_observed_page bridge_observed_page_to_target |
/guides/chatgpt-search-visibility.html 70 page impressions |
/tools/chatgpt-search-visibility-checker.html | ChatGPT Search Visibility Checker: Free Live Domain Report Run live ChatGPT visibility report |
| chatgpt+search+visibility medium-zero-click |
8 | 0 | ready_bridge_observed_page bridge_observed_page_to_target |
/guides/chatgpt-search-visibility.html 70 page impressions |
/tools/chatgpt-search-visibility-checker.html | ChatGPT Search Visibility Checker: Free Live Domain Report Run live ChatGPT visibility report |
| llms checker medium-zero-click |
6 | 0 | ready_bridge_observed_page bridge_observed_page_to_target |
/tools/llms-txt-validator.html 72 page impressions |
/tools/llms-txt-checker.html | Free llms.txt Checker Online: Paste Draft or Live URL Run 60-second llms.txt checker |
| log analysis for bot detection medium-zero-click |
6 | 0 | ready_bridge_observed_page bridge_observed_page_to_target |
/guides/ai-crawler-log-analysis.html 24 page impressions |
/tools/bot-detection-log-analyzer.html | Bot Detection Log Analyzer: Find Crawlers in Server Logs Analyze crawler logs |
| llms.txt validator protect-winning-path |
39 | 1 | protect_winning_path protect_winning_path |
/tools/llms-txt-validator.html 72 page impressions |
/tools/llms-txt-validator.html | Free llms.txt Validator and Checker: Live URL or Paste Draft Check live /llms.txt or paste draft |
Experiment rules
- Improve existing target pages before creating new pages.
- Do not create fake searches, self-clicks, automated clicks, or doorway pages.
- Treat impressions as visibility evidence, not traffic proof.
- Treat clicks, qualified referrals, real sessions, conversions, or tool activations as traffic proof.
- Keep proof links attached when an AI assistant summarizes a recommendation.