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Launch Readiness Dashboard

Evaluate and optimize your AWS Marketplace listings before launch with comprehensive readiness scoring across five key dimensions.

Overview

The Launch Readiness Dashboard provides administrators with platform-wide visibility into listing quality and launch preparedness. It uses a weighted scoring algorithm to assess listings across content quality, SEO optimization, compliance, competitive positioning, and market fit.

  • Readiness Scoring

    AI-powered analysis across 5 dimensions with configurable weights and thresholds.

  • Analytics Dashboard

    Track score distributions, trends, and identify improvement opportunities.

  • Configurable Settings

    Customize scoring weights, launch thresholds, and category benchmarks.

  • Benchmarking

    Compare listings against category-specific performance benchmarks.

How It Works

Scoring Algorithm

Launch Readiness scores are calculated using a weighted average across five scoring dimensions:

Category Weight What It Measures
Content Quality 25% Title length (40-80 chars), description quality, highlights with metrics, action verbs
SEO Optimization 15% Keyword density, AWS service mentions, optimal lengths for search visibility
Compliance 20% Required fields, pricing information, support details, AWS submission requirements
Competitive Position 20% Unique value propositions, free trial availability, differentiators vs. benchmarks
Market Fit 20% Use case clarity, target audience definition, AWS service integrations

Score Thresholds

Listings are categorized into readiness levels based on their total score:

Score Range Status Indicator
90-100 Excellent Green badge
70-89 Ready to Launch Green
50-69 Needs Work Yellow
0-49 Not Ready Red

Launch Threshold

The default "Ready to Launch" threshold is 70. Listings scoring 70+ with no blocking issues are considered launch-ready.

Dashboard Components

Statistics Cards

The top of the dashboard displays four key metrics:

  • Total Listings – Count of marketplace listings in the system
  • Average Score – Platform-wide weighted average across all scored listings
  • Ready to Launch – Number of listings scoring 70+ with no blocking issues
  • Scores Today – Number of readiness scores calculated in the current day

Category Performance

A visual breakdown showing average scores for each of the five scoring categories:

Content Quality     ████████████████░░░░  78%
SEO Optimization    ██████████████░░░░░░  72%
Compliance          ████████████░░░░░░░░  62%
Competitive         ██████████████████░░  85%
Market Fit          ████████████████░░░░  76%

Each category displays:

  • Progress bar with color coding (green ≥70%, yellow ≥50%, red <50%)
  • Target line indicator at 70%
  • Hover tooltips explaining what each category measures

Score Distribution

Histogram showing listing counts across score ranges:

  • 0-20 (Critical)
  • 21-40 (Poor)
  • 41-60 (Fair)
  • 61-80 (Good)
  • 81-100 (Excellent)

Recent Scores Table

Lists the most recent readiness assessments with:

Column Description
User Email of user who ran the assessment
Listing Product ID of the assessed listing
Score Numerical score with color coding
Status "Ready" or "Needs Work" badge
Issues Count of blocking issues
Date Relative timestamp

Settings Configuration

Feature Toggles

Setting Description
Enable Launch Readiness Score Master toggle for the feature
Show Percentile Ranking Display how listings compare to others in their category
Auto-score on Save Automatically calculate score when listing content is saved

Scoring Weights

Administrators can adjust how each category contributes to the total score using slider controls:

  • Each weight ranges from 0% to 50%
  • Total weights must sum to 100%
  • Real-time validation shows current total with color feedback

Weight Balance

If weights don't sum to 100%, the settings form will display a warning and prevent saving.

Thresholds

Configure the score levels that determine readiness status:

Threshold Default Purpose
Minimum Launch 60 Lowest acceptable score for launch consideration
Recommended Launch 70 Score for "Ready to Launch" status
Excellent 90 Score for "Excellent" rating

Analytics

The Analytics page provides deeper insights into platform-wide launch readiness:

Category Breakdown

Detailed view of average scores across all categories with:

  • Color-coded progress bars
  • Target threshold markers
  • Hover tooltips with category descriptions

Improvement Opportunities

Automatically identifies categories scoring below target:

  • High Priority – Categories below 50%
  • Medium Priority – Categories between 50-70%

Each opportunity shows:

  • Current average score
  • Gap to target (70%)
  • Priority badge

Top Performers

Leaderboard of highest-scoring listings:

  • Gold/Silver/Bronze badges for top 3
  • Score display with readiness status
  • User attribution

Time-series visualization of average scores over the last 30 days (requires score persistence).

Benchmarks

Configure category-specific performance benchmarks to help users understand competitive positioning.

Per-Category Settings

For each listing category (e.g., Security, Analytics, DevOps):

Setting Description Default
Average Score Expected category average 65
P50 Score 50th percentile target 60
P75 Score 75th percentile target 75
P90 Score 90th percentile (excellent) 88
Optimal Highlights Recommended highlight count 5
Optimal Title Length Recommended title characters 60
Optimal Description Length Recommended description characters 1500

UI Components Reference

The Launch Readiness feature uses these Metronic-aligned UI patterns:

Cards

<x-card size="lg" class="mb-6">
    <!-- Statistics cards with icon badges -->
    <!-- Rounded corners, subtle shadows -->
    <!-- Hover states with opacity transitions -->
</x-card>

Progress Bars

<div class="h-2 rounded-full bg-foreground/10 overflow-hidden">
    <div class="h-full rounded-full bg-success" style="width: 78%"></div>
    <!-- Target line at 70% -->
    <div class="absolute w-0.5 bg-foreground/30" style="left: 70%"></div>
</div>

Badges

  • <x-badge variant="success"> – Ready status
  • <x-badge variant="warning"> – Needs Work status
  • <x-badge variant="danger"> – Critical issues

Color Coding

Score Text Color Background
≥ 70 text-success bg-success/10
≥ 50 text-warning bg-warning/10
< 50 text-danger bg-danger/10

Icon System

Uses Tabler icons throughout:

  • :tabler-rocket: – Launch actions
  • :tabler-chart-bar: – Analytics
  • :tabler-settings: – Configuration
  • :tabler-check: – Success states
  • :tabler-alert-circle: – Warnings/issues

Frequently Asked Questions

General

What is a Launch Readiness Score?

A Launch Readiness Score is a 0-100 rating that measures how well-prepared your AWS Marketplace listing is for launch. It evaluates content quality, SEO optimization, compliance with AWS requirements, competitive positioning, and market fit.

How often should I check my score?

We recommend checking your score after making significant changes to your listing. With "Auto-score on Save" enabled, scores update automatically whenever you save listing content.

What's a good score to launch with?

A score of 70 or higher is considered "Ready to Launch." Scores above 90 are rated "Excellent." Aim for at least 70 before submitting your listing to AWS Marketplace.

Scoring

How are the category weights determined?

Default weights are based on AWS Marketplace best practices and analysis of high-performing listings. Administrators can customize weights in Settings to align with organizational priorities.

Why is my Compliance score low?

Common reasons for low compliance scores:

  • Missing required fields (pricing, support contact)
  • Incomplete product descriptions
  • Missing AWS service integrations
  • No support documentation linked
How do I improve my SEO score?

To improve SEO optimization:

  1. Include relevant keywords in title and description
  2. Mention specific AWS services you integrate with
  3. Keep titles between 40-80 characters
  4. Maintain description length around 1500 characters
  5. Use action verbs in highlights
What are 'blocking issues'?

Blocking issues are critical problems that prevent launch regardless of score. Examples include:

  • Missing required pricing information
  • No support contact specified
  • Incomplete compliance fields
  • Invalid product identifiers

Configuration

Can I change the scoring weights?

Yes. Administrators can adjust category weights in Settings > Scoring Weights. Weights must sum to 100%. Changes affect all future score calculations.

How do I adjust the launch threshold?

Go to Settings > Score Thresholds and modify the "Recommended Launch" value. The default is 70.

What are benchmarks used for?

Benchmarks provide category-specific targets that help users understand how their listing compares to others in the same category. They inform the competitive position scoring dimension.

Technical

Are scores stored permanently?

Score persistence is configurable. When enabled, scores are stored for trend analysis and leaderboards. Contact your administrator for current retention settings.

Can I export score data?

Yes. Analytics data can be exported from the Analytics page. Enterprise plans support automated reporting via API.

Does scoring work for all marketplace types?

Currently, Launch Readiness scoring is optimized for AWS Marketplace listings. Azure and GCP support is planned for future releases.