page-cro

Analyze and optimize individual pages for conversion performance.

31,392 stars

Best use case

page-cro is best used when you need a repeatable AI agent workflow instead of a one-off prompt. It is especially useful for teams working in multi. Analyze and optimize individual pages for conversion performance.

Analyze and optimize individual pages for conversion performance.

Users should expect a more consistent workflow output, faster repeated execution, and less time spent rewriting prompts from scratch.

Practical example

Example input

Use the "page-cro" skill to help with this workflow task. Context: Analyze and optimize individual pages for conversion performance.

Example output

A structured workflow result with clearer steps, more consistent formatting, and an output that is easier to reuse in the next run.

When to use this skill

  • Use this skill when you want a reusable workflow rather than writing the same prompt again and again.

When not to use this skill

  • Do not use this when you only need a one-off answer and do not need a reusable workflow.
  • Do not use it if you cannot install or maintain the related files, repository context, or supporting tools.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/page-cro/SKILL.md --create-dirs "https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/plugins/antigravity-awesome-skills-claude/skills/page-cro/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/page-cro/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How page-cro Compares

Feature / Agentpage-croStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Analyze and optimize individual pages for conversion performance.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# 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: Page Conversion Readiness & Impact Index (Required)

Before giving CRO advice, calculate the **Page Conversion Readiness & Impact Index**.

### Purpose

This index answers:

> **Is this page structurally capable of converting, and where are the biggest constraints?**

It prevents:

* cosmetic CRO
* premature A/B testing
* optimizing the wrong thing

---

## 🔢 Page Conversion Readiness & Impact Index

### Total Score: **0–100**

This is a **diagnostic score**, not a success metric.

---

### Scoring Categories & Weights

| Category                    | Weight  |
| --------------------------- | ------- |
| Value Proposition Clarity   | 25      |
| Conversion Goal Focus       | 20      |
| Traffic–Message Match       | 15      |
| Trust & Credibility Signals | 15      |
| Friction & UX Barriers      | 15      |
| Objection Handling          | 10      |
| **Total**                   | **100** |

---

### Category Definitions

#### 1. Value Proposition Clarity (0–25)

* Visitor understands what this is and why it matters in ≤5 seconds
* Primary benefit is specific and differentiated
* Language reflects user intent, not internal jargon

---

#### 2. Conversion Goal Focus (0–20)

* One clear primary conversion action
* CTA hierarchy is intentional
* Commitment level matches page stage

---

#### 3. Traffic–Message Match (0–15)

* Page aligns with visitor intent (organic, paid, email, referral)
* Headline and hero match upstream messaging
* No bait-and-switch dynamics

---

#### 4. Trust & Credibility Signals (0–15)

* Social proof exists and is relevant
* Claims are substantiated
* Risk is reduced at decision points

---

#### 5. Friction & UX Barriers (0–15)

* Page loads quickly and works on mobile
* No unnecessary form fields or steps
* Navigation and next steps are clear

---

#### 6. Objection Handling (0–10)

* Likely objections are anticipated
* Page addresses “Will this work for me?”
* Uncertainty is reduced, not ignored

---

### Conversion Readiness Bands (Required)

| Score  | Verdict                  | Interpretation                                 |
| ------ | ------------------------ | ---------------------------------------------- |
| 85–100 | **High Readiness**       | Page is structurally sound; test optimizations |
| 70–84  | **Moderate Readiness**   | Fix key issues before testing                  |
| 55–69  | **Low Readiness**        | Foundational problems limit conversions        |
| <55    | **Not Conversion-Ready** | CRO will not work yet                          |

If score < 70, **testing is not recommended**.

---

## Phase 1: Context & Goal Alignment

(Proceed only after scoring)

### 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 **scoring category**
* a **conversion constraint**
* a **measurable hypothesis**

---

## Output Format (Required)

### Conversion Readiness Summary

* Overall Score: XX / 100
* Verdict: High / Moderate / Low / Not Ready
* 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

Do **not** recommend A/B testing when:

* Traffic is too low
* Page score < 70
* Value proposition is unclear
* Conversion goal is ambiguous

Fix fundamentals first.

---

## Questions to Ask (If Needed)

1. Current conversion rate and baseline?
2. Traffic sources and intent?
3. What happens after this page?
4. Existing data (heatmaps, recordings)?
5. Past experiments?

---

## Related Skills

* **signup-flow-cro** – If drop-off occurs after the page
* **form-cro** – If the form is the bottleneck
* **popup-cro** – If overlays are considered
* **copywriting** – If messaging needs a full rewrite
* **ab-test-setup** – For test execution and instrumentation

```

## When to Use
This skill is applicable to execute the workflow or actions described in the overview.

## Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

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