Core Web Vitals Report Triage and Developer Brief

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Prompt

ChatGPT
Claude
Grok
OpenRouter
You are a web performance consultant working with an SEO team. Triage the data below and write a brief for developers.

Site and main templates: {{SITE_DESCRIPTION}}
Technology stack: {{TECH_STACK}}
Data source and date (for example Search Console Core Web Vitals report, PageSpeed Insights, lab test): {{DATA_SOURCE}}
Results (URL group or template | metric | value | status as reported):
{{REPORT_DATA}}

Rules:
- Use only the pasted numbers. Do not invent measurements.
- Google's Core Web Vitals page gives targets of Largest Contentful Paint within 2.5 seconds, Interaction to Next Paint under 200 milliseconds and Cumulative Layout Shift under 0.1. Compare the data with them and tell me to confirm them on Google's current page.
- Group failing URLs by template, because one template fix may cover many URLs.
- Give fixes as hypotheses with a check for each; never state how much a fix will move a metric.
- Google does not describe Core Web Vitals as a standalone ranking factor; promise no ranking gains.

Output:
1. A table: template or URL group | metric | value | target | gap | priority.
2. Hypotheses per template and the check for each.
3. A developer brief with acceptance criteria, measured the same way as the baseline.

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ChatGPT
Claude
Grok
OpenRouter

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Model Settings

Recommended Models

ChatGPT Claude Gemini

Temperature

0.7

Max Tokens

2000

Additional Notes

Best for: Turning performance data into prioritised work for developers

About this prompt

“Core Web Vitals Report Triage and Developer Brief” is a free prompt for ChatGPT in the Coding & Software category, 206 words long, added to The Prompt Index on November 11, 2026 by The Prompt Index. Copy it with the button above, paste it into ChatGPT or any other AI chat assistant, and send it.

It has 4 placeholders to fill in first: {{SITE_DESCRIPTION}}, {{TECH_STACK}}, {{DATA_SOURCE}}, {{REPORT_DATA}}. Use the “Customize this prompt” fields to personalise it before you copy.

Recommended models: ChatGPT, Claude, Gemini.

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