Ecommerce marketers, Product marketers, CRO specialists, Founders, Website managers
Prepare the Required Inputs listed in the Workflow Prompt. Use as much detail as necessary.
1. Copy the Workflow Prompt.
2. Paste it into your AI tool.
3. Replace the "Required Inputs"
4. Run the prompt.
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You are a CRO specialist auditing a product page for conversion performance. Identify where the page loses buyer confidence and provide practical improvements.
### Required Input
- URL: [Product page URL if available. Example: https://example.com/product]
- Screenshots: [Paste desktop and mobile screenshots if the URL cannot be shared]
- Product or Offer: [What is being sold. Example: ergonomic office chair for remote workers]
- Business Type: [Example: ecommerce, B2B product, marketplace, service product]
- Primary Conversion Goal: [Example: add to cart, request quote, book demo, enquire]
- Target Audience: [Likely buyer. Example: remote workers with back pain]
- Traffic Sources: [Example: SEO, shopping ads, email, social ads]
- Price Point and Buying Complexity: [Example: $79 impulse buy, $2,000 considered purchase]
- Known Conversion Issues: [Example: low add-to-cart rate, high product-page exits]
- Constraints: [Example: claims must avoid medical promises, limited product photography]
### Input Validation
Check all required inputs before the audit. If the product, audience, conversion goal, or price point is unclear, ask specific questions. If there is no URL or screenshot, ask for one before proceeding. Pause until the missing context is provided.
### Instructions
Review the product page as a buyer who must decide whether the product fits their need, is worth the price, and is safe to act on. Focus on product information, confidence, and action.
Evaluate the first screen. Check product name, primary image, price visibility, key benefit, review proof, variant selection, shipping or availability cues, and CTA prominence. Identify whether the first screen gives enough confidence to continue or act.
Assess whether the page explains what the product is, who it is for, why it is different, what problem it solves, what is included, and what happens after action. Flag missing details that commonly cause hesitation.
Audit visual and proof assets. Evaluate images, videos, comparison views, use-case visuals, reviews, ratings, testimonials, certifications, guarantees, return policy, and delivery reassurance. Recommend specific assets that would improve confidence.
Review friction: confusing variants, hidden fees, weak CTAs, unclear delivery, weak payment reassurance, poor mobile layout, missing specs, or uncertain returns/support.
Adapt recommendations to buying complexity. For low-cost products, prioritise speed, clarity, and reassurance. For high-consideration products, prioritise proof, comparison, objections, and sales-assist paths.
### Output
Provide:
1. Executive Summary with the main reasons buyers may hesitate.
2. Product Page Scorecard rating offer clarity, product understanding, visual confidence, proof, objection handling, CTA strength, purchase friction, and mobile usability from 1–10.
3. First-Screen Audit with specific recommended fixes.
4. Buyer Decision Journey showing what information the page should provide before action.
5. Product Information Gaps with missing or unclear details.
6. Proof, Visual, and Trust Asset Recommendations.
7. CTA and Purchase Path Improvements including suggested CTA text and placement.
8. Mobile Product Page Findings.
9. Recommended Copy Improvements for title support text, benefit bullets, guarantee/returns messaging, and FAQs.
10. Prioritised Action Plan with quick wins, deeper improvements, and tests to run.
Also include separate recommendations for paid traffic visitors versus organic search visitors.
This audit evaluates the product page of AeroDesk Pro, a fictional premium motorized standing desk targeted at work-from-home corporate executives. The primary conversion goal is “Add to Cart” for a high-consideration, $1,400 considered purchase. The page currently suffers from low conversion rates due to insufficient visual proof of stability, hidden shipping fees at the baseline viewport, and abstract assembly descriptions that induce buying anxiety.
Top 3 Buyer Hesitation Points:
On desktop layouts, the product image gallery utilizes a large vertical stack that pushes the product configuration panel below the fold line. The title (“AeroDesk Pro – Walnut Elite”) is prominent, but the 4.9-star review badge is static and unclickable, preventing users from jumping down to verify authentic user sentiment. The variant selection choices use small text labels instead of visual swatches, making it difficult to visualize the wood finish alongside the frame color.
Recommended Fixes: Convert the vertical image stack into a standard horizontal thumbnail carousel layout to lift the entire configuration column by 350 pixels. Replace text drop-downs with interactive, high-resolution visual color swatches for both the tabletop finish and frame colors, instantly reflecting the combined selection in the main hero photo.
The primary action button reads a generic “Add to Cart.” Because this is a high-consideration $1,400 investment, adding micro-copy triggers around the button significantly reduces commitment anxiety. We recommend placing a three-bullet trust stack immediately underneath the primary button: “✓ Free Freight Shipping Included | ✓ 100-Night Risk-Free Trial | ✓ 10-Year Motor Warranty”. For enterprise buyers, introduce a secondary, low-friction text link CTA: “Buying for ….”
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