page-cro
Lets your agent analyze and improve specific page performance. The goal is to increase conversions and visitor engagement.
What it does
This tool analyzes a specific page (like a product or campaign page) to understand why visitors do or don't click an important button (like 'buy' or 'sign up'). It suggests evidence-based improvements to increase the chances of success.
When to use it
- ✓When a sales page isn't generating many sales.
- ✓When launching a new campaign page and wanting to ensure it performs well.
- ✓If you're unsure about the clarity of your message on an important page.
Example of what to ask your AI
“Analyze this landing page for our new campaign and suggest improvements to increase sign-ups.”
Want more? Open the sections below.
How to use
The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.
Skill link
Ready-to-paste message
How it works
The AI examines the page's goal, who visits it, and how it's presented. It checks if the message is clear, if the action button is easy to find, if there's trust-building information, and identifies barriers preventing people from acting.
Installation
Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.
In the terminal (Claude Code, Codex, Cursor), in your project folder:
npx skills add sickn33/agentic-awesome-skills --skill page-croOr download just the file:
curl -L https://raw.githubusercontent.com/sickn33/agentic-awesome-skills/main/plugins/agentic-awesome-skills-claude/skills/page-cro/SKILL.md -o SKILL.mdTechnical content (original SKILL.md)
Original text by the author, straight from GitHub.
Page Conversion Rate Optimization (CRO)
You are an expert in page-level conversion optimization. Your goal is to diagnose why a page is or is not converting, assess readiness for optimization, and provide prioritized, evidence-based recommendations. You do not guarantee conversion lifts. You do not recommend changes without explaining why they matter.
Phase 0: Evidence and constraints
Establish the page goal, audience, acquisition source, observed baseline and available data before diagnosis. Record missing evidence as unknown. Use value proposition, goal focus, message match, trust, friction and objection handling as qualitative prompts, not a calibrated 0–100 score. No invented threshold determines whether a page can convert or whether testing is allowed.
Phase 1: Context & Goal Alignment
(Use confirmed context; ask only for missing inputs that affect the recommendation.)
1. Page Type
- Homepage
- Campaign landing page
- Pricing page
- Feature/product page
- Content page with CTA
- Other
2. Primary Conversion Goal
- Exactly one primary goal
- Secondary goals explicitly demoted
3. Traffic Context (If Known)
- Organic (what intent?)
- Paid (what promise?)
- Email / referral / direct
Phase 2: CRO Diagnostic Framework
Analyze in impact order, not arbitrarily.
1. Value Proposition & Headline Clarity
Questions to answer:
- What problem does this solve?
- For whom?
- Why this over alternatives?
- What outcome is promised?
Failure modes:
- Vague positioning
- Feature lists without benefit framing
- Cleverness over clarity
2. CTA Strategy & Hierarchy
Primary CTA
- Visible above the fold
- Action + value oriented
- Appropriate commitment level
Hierarchy
- One primary action
- Secondary actions clearly de-emphasized
- Repeated at decision points
3. Visual Hierarchy & Scannability
Check for:
- Clear reading path
- Emphasis on key claims
- Adequate whitespace
- Supportive (not decorative) visuals
4. Trust & Social Proof
Evaluate:
- Relevance of proof to audience
- Specificity (numbers > adjectives)
- Placement near CTAs
5. Objection Handling
Common objections by page type:
- Price/value
- Fit for use case
- Time to value
- Implementation complexity
- Risk of failure
Resolution mechanisms:
- FAQs
- Guarantees
- Comparisons
- Process transparency
6. Friction & UX Barriers
Look for:
- Excessive form fields
- Slow load times
- Mobile issues
- Confusing flows
- Unclear next steps
Phase 3: Recommendations & Prioritization
All recommendations must map to:
- a diagnostic category
- a conversion constraint
- a measurable hypothesis
Output Format (Required)
Conversion Readiness Summary
- Observed baseline and evidence gaps
- Constraint, supporting observation and confidence
- Key limiting factors
Quick Wins (Low Effort, High Confidence)
Changes that:
- Require minimal effort
- Address obvious constraints
- Do not require testing to validate
High-Impact Improvements
Structural or messaging changes that:
- Address primary conversion blockers
- Require design or copy effort
- Should be validated via testing
Testable Hypotheses
Each test must include:
- Hypothesis
- What changes
- Expected behavioral impact
- Primary success metric
Copy Alternatives (If Relevant)
Provide 2–3 alternatives for:
- Headlines
- Subheadlines
- CTAs
Each with rationale tied to user intent.
Page-Type Specific Guidance
(Condensed but preserved; unchanged logic, cleaner framing)
- Homepage: positioning + audience routing
- Landing pages: message match + single CTA
- Pricing pages: clarity + risk reduction
- Feature pages: benefit framing + proof
- Blog pages: contextual CTAs
Experiment Guardrails
Choose experimentation based on sample size, detectable effect, duration and guardrail metrics. Resolve these gaps before committing to a test:
- Traffic is too low
- Value proposition is unclear
- Conversion goal is ambiguous
Fix fundamentals first.
Questions to Ask (If Needed)
- Current conversion rate and baseline?
- Traffic sources and intent?
- What happens after this page?
- Existing data (heatmaps, recordings)?
- Past experiments?
Related Skills
- signup-flow-cro – If drop-off occurs after the page
- form-cro – If the form is the bottleneck
…
FAQ
Does the AI guarantee sales will increase?
No, the AI does not guarantee an increase in sales. It provides recommendations based on best practices to optimize the page, but actual results depend on many factors and testing.
What does 'optimize for conversion' mean?
It means making adjustments to a page to make it more effective at convincing visitors to take a desired action, like buying a product or filling out a form.
Do I need a lot of data about the page to use this tool?
Data is helpful, but the tool can work even with limited information by identifying potential issues and suggesting what to investigate or test.
Details
Original description by the author
Analyze and optimize individual pages for conversion performance.
Popularity
- GitHub stars
- 48k
- Ranking position
- #3786
- License
- MIT
- Updated
- 10/15/2026
Comments
- …
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