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Product Page Audit

by LeroyCreates · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install product-page-audit
Description
Score product detail pages on image quality, copy effectiveness, SEO, mobile layout, and trust elements with improvement priorities.
README (SKILL.md)

Product Page Audit

Score and diagnose your product detail pages across five critical dimensions — image quality, copywriting effectiveness, on-page SEO, mobile responsiveness, and trust signal presence — then receive a prioritized improvement roadmap that tells you exactly what to fix first for the highest conversion impact.

Use when

  • A seller says "my product page gets traffic but nobody buys, what am I doing wrong" and needs a systematic audit rather than guessing which element is underperforming
  • An ecommerce operator asks "how does my Amazon listing compare to best practices for my category" and wants a structured scorecard that benchmarks each page element against proven standards
  • A brand manager is preparing for "a major product launch on Shopify and wants to make sure the product page is optimized before driving paid traffic" and needs a pre-launch quality checklist
  • A marketplace seller notices "my conversion rate dropped after updating product images on TikTok Shop" and needs to diagnose which specific changes may have caused the decline

What this skill does

This skill performs a comprehensive evaluation of your product detail page by examining each element through a conversion optimization lens. It assesses your product images for resolution, lifestyle context, infographic clarity, and mobile thumbnail legibility. It evaluates your product title, bullet points, and description for keyword inclusion, benefit-driven language, readability, and emotional hooks. It checks on-page SEO factors including title tag structure, meta description, image alt text, and URL formatting. It reviews mobile layout considerations such as above-the-fold content priority, button tap target sizes, and scroll depth for key information. Finally, it audits trust elements including review display, badges, guarantees, shipping transparency, and social proof placement. Each dimension receives a score out of 100 with specific deduction reasons.

Inputs required

  • Product page URL or content (required): Either the live URL of the product page to audit or the complete page content including title, bullet points, description, and image descriptions. Example: "https://amazon.com/dp/B0EXAMPLE or paste the full listing text and describe images"
  • Product category (required): The product type and marketplace category for applying relevant benchmarks. Example: "Kitchen gadgets on Amazon" or "Women's activewear on Shopify"
  • Target audience (required): Who the product is for, so copy and imagery can be evaluated against audience expectations. Example: "Health-conscious millennials, ages 25-35, willing to pay premium for quality"
  • Competitor page URLs or descriptions (optional): Links or descriptions of top competitor product pages for comparative benchmarking, which helps identify where you fall behind or lead
  • Current conversion rate (optional): Your existing page conversion rate, which helps calibrate the priority of recommendations based on expected lift potential

Output format

The output is a detailed Product Page Audit Report organized into six sections. First, an Overall Score Dashboard showing the composite score out of 100 and individual dimension scores for Images, Copy, SEO, Mobile, and Trust, each with a letter grade and color-coded status indicator. Second, an Image Audit section listing each image with specific findings on resolution, composition, context, and mobile readability, scored individually with pass/fail/improve ratings. Third, a Copy Audit breaking down the title, bullets, description, and any A+ content with keyword density analysis, readability scores, and specific rewrite suggestions for underperforming sections. Fourth, an SEO Audit covering meta elements, keyword placement, backend search terms, and indexation factors with exact fix instructions. Fifth, a Mobile Experience Audit noting above-the-fold content, load considerations, and interaction element sizing. Sixth, a Priority Action Plan ranking all identified improvements by estimated conversion impact (high/medium/low) and implementation effort (quick win/moderate/major), so you know exactly where to start.

Scope

  • Designed for: ecommerce operators, product listing managers, conversion rate optimizers, and DTC brand teams
  • Platform context: Amazon, Shopify, TikTok Shop, Shopee, Lazada, or any product detail page
  • Language: English

Limitations

  • Does not access live page analytics or heatmap data; scoring is based on content evaluation against established best practices rather than real user behavior data
  • Cannot run actual page speed tests or mobile rendering checks; mobile audit is based on content structure and known responsive design principles
  • Image quality assessment is based on descriptions you provide rather than computer vision analysis of the actual images
Usage Guidance
This skill appears safe to install based on the provided artifacts. Only provide product page content, URLs, competitor examples, or conversion-rate information that you are comfortable sharing with the agent for analysis.
Capability Analysis
Type: OpenClaw Skill Name: product-page-audit Version: 1.0.0 The skill bundle consists solely of metadata and markdown instructions (SKILL.md) for an AI agent to perform e-commerce product page audits. There is no executable code, no requests for sensitive system credentials, and no evidence of malicious prompt injection or data exfiltration. The requested inputs, such as product URLs and descriptions, are entirely consistent with the stated purpose of evaluating SEO, copy, and layout quality.
Capability Assessment
Purpose & Capability
The stated purpose is to evaluate product detail pages for images, copy, SEO, mobile layout, and trust elements, and the requested inputs and outputs match that purpose.
Instruction Scope
The instructions are limited to producing an audit report and improvement roadmap from user-provided URLs, content, category, audience, and optional competitor/conversion context.
Install Mechanism
There is no install spec, no required binaries, no required environment variables, and no code files.
Credentials
The skill does not request local file access, credentials, system permissions, or external tools beyond normal use of user-provided page information.
Persistence & Privilege
No persistence, background behavior, credential use, account access, or privilege escalation is described.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install product-page-audit
  3. After installation, invoke the skill by name or use /product-page-audit
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release.
Metadata
Slug product-page-audit
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Product Page Audit?

Score product detail pages on image quality, copy effectiveness, SEO, mobile layout, and trust elements with improvement priorities. It is an AI Agent Skill for Claude Code / OpenClaw, with 48 downloads so far.

How do I install Product Page Audit?

Run "/install product-page-audit" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Product Page Audit free?

Yes, Product Page Audit is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Product Page Audit support?

Product Page Audit is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Product Page Audit?

It is built and maintained by LeroyCreates (@leooooooow); the current version is v1.0.0.

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