PageSpeed reports are easy to generate and easy to misread: a 4-second LCP number alone doesn’t tell you if the fix is a $12/month CDN or a full hosting migration. This prompt forces identification of the actual bottleneck element and an honest effort estimate, so the fix that gets scoped is the one that actually works.
SEO
Diagnose a Core Web Vitals issue hurting SEO
A prompt that separates genuine ranking-relevant CWV problems from noise in PageSpeed reports, and prioritizes fixes by realistic dev effort.
Works with Claude / GPT1,320 uses★ 4.5
The prompt
seo-core-web-vitals-diagnosis
[yourdomain.com/blog/] pages are failing the Largest Contentful Paint threshold in Search Console's Core Web Vitals report: mobile LCP averages 4.2s against a 2.5s target, affecting an estimated 65% of blog URLs. CLS and INP are both passing. The site runs WordPress with a page builder theme and lazy-loaded images. PAGESPEED INSIGHTS REPORT (paste the mobile report for a representative URL): [paste here] HOSTING SETUP: [shared hosting, no CDN currently] THEME/BUILDER: [Elementor on a shared-hosting WordPress install] Diagnose this like a developer who has to justify the fix cost, not just report the failing metric: 1. Identify the actual LCP element on the sampled page (usually the hero image or first heading) from the PageSpeed report, since generic "optimize images" advice is useless if the real bottleneck is server response time (TTFB) instead. 2. If TTFB is a meaningful chunk of the 4.2s (say, over 800ms), state plainly that image optimization alone won't fix this and shared hosting or a lack of caching is the real constraint, even though that's a harder, costlier fix to recommend than "compress images." 3. If the LCP element is an image, check whether it's being lazy-loaded when it shouldn't be, since lazy-loading the above-the-fold hero image is a common page-builder misconfiguration that directly delays LCP. 4. Rank the fixes by effort vs. impact: quick wins (exclude the hero image from lazy-load, add a CDN, enable a caching plugin) versus structural fixes (theme/builder replacement, hosting migration) and be honest that the structural ones may deliver more improvement per dollar even though they're a bigger ask. 5. Note that CLS and INP passing doesn't mean they're safe long-term. If any planned fix (like adding a CDN or lazy-load changes) could regress them, flag it before it ships, not after the next crawl.