Landing Page Audit: A 9-Point CRO Teardown
A 9-point landing page audit for paid traffic: message match, first screen, one action, speed, proof, forms, objections, mobile and tracking.
The Core Web Vitals that matter for paid landing pages in 2026: LCP, INP and CLS thresholds, the usual causes of slow pages, and the order to fix them.

If you pay Google or Meta for traffic, every extra second of load time loses visitors you’ve already paid for. Google’s Ads Help page on mobile speed states that more than half of visits are abandoned if a mobile page takes more than three seconds to load.
Faster pages also convert better. In the Milliseconds Make Millions study, Google commissioned 55 and Deloitte to analyse 37 European and American brand sites and over 30 million sessions. A 0.1-second improvement in mobile site speed went with retail shoppers spending 9.2% more, travel booking rates rising 10%, and 21.6% more lead-gen visitors reaching the form submission page. Vodafone ran an A/B test on a landing page where a version with 31% better LCP produced 8% more sales.
Most speed advice targets SEO. This post covers speed for paid landing pages. For the wider case for fixing the page before raising the budget, read why your landing page matters more than your ad budget.
Google’s Core Web Vitals are three metrics, each with a “good” threshold:
Google recommends measuring each at the 75th percentile of page loads, split by mobile and desktop. A page passes when three out of four real visits meet the threshold.
INP catches many teams off guard. A page can load fast and still feel sluggish if a heavy script blocks the main thread at the moment the visitor taps your button.
Organic visitors searched, picked your result and expect your site. Paid visitors often arrive mid-scroll. Someone who taps your ad on Instagram was watching something else a second ago. Someone clicking a Google Shopping result is comparing prices in real time. If the page stalls, they hit back, and you’ve paid for a click that converts at zero.
Google also uses the quality of your ads and landing page in Ad Rank, and landing page experience is one of the three parts of Quality Score, which Google rates per keyword. Google doesn’t publish a speed threshold for that rating, so treat conversion rate as the main reason to fix speed.
The same handful of issues show up in most audits.
Third-party scripts. Heatmaps, chat widgets, A/B testing tools and survey pop-ups stack up, and each one competes for the main thread. Audit your tag manager every month and remove what nobody uses.
Unoptimized images. Hero images served as multi-megabyte PNGs. Product galleries that load every image upfront. Use modern formats (WebP, AVIF), responsive srcset, and lazy loading below the fold. Don’t lazy-load the hero image, because it’s usually the LCP element.
Render-blocking JavaScript. Common in Shopify themes loaded with apps and in React stacks without code splitting. Defer everything non-critical and inline only the CSS the first screen needs.
Custom fonts. Three families with five weights each. Use font-display: swap and preload the one weight the hero uses.
Cookie consent banners. A heavy consent platform can delay the first render. Pick a lightweight one and configure it to hold non-essential tags until consent, without blocking the page.
Work in this order for the fastest measurable gains:
Lighthouse scores from your laptop on office Wi-Fi flatter you. Your visitors use mid-range Android phones on patchy 4G. Use field data:
Give paid landing pages stricter targets than your blog.
These are the targets we build paid landing pages to:
If your current template can’t hit those numbers, build the paid landing pages on a leaner setup and leave the main site as it is. That’s the kind of build our landing page and CRO service covers. For online stores, the same work sits inside our ecommerce PPC services.
Speed is one check in a full page review. Our landing page teardown framework covers the other eight.
Largest Contentful Paint (loading), Interaction to Next Paint (responsiveness) and Cumulative Layout Shift (visual stability). Good scores are 2.5 seconds or less, 200 milliseconds or less, and 0.1 or less.
No. Interaction to Next Paint replaced First Input Delay as a Core Web Vital on March 12, 2024.
Google uses landing page quality in Ad Rank, and landing page experience is part of Quality Score. Google doesn’t publish how much speed counts toward that rating. The clearer cost is lost conversions: you pay for clicks that leave before the page loads.
Google’s “good” threshold is 2.5 seconds or less at the 75th percentile of visits. For paid landing pages, aim for under 2 seconds on a mobile connection.
The score comes from a single lab test on simulated hardware. Field data from CrUX reflects real visits over the past 28 days. Use field data to judge the page and lab data to debug it.
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