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Documentation Feedback

Section titled “Documentation Feedback”

Original URL: https://www.assemblyai.com/docs/guides
Category: other
Generated: 05/08/2025, 4:26:41 pm

Claude Sonnet 4 Feedback

Section titled “Claude Sonnet 4 Feedback”

Generated: 05/08/2025, 4:26:40 pm

Technical Documentation Analysis & Recommendations

Section titled “Technical Documentation Analysis & Recommendations”

Overall Assessment

Section titled “Overall Assessment”

This documentation serves as a guides/cookbooks index page, but suffers from several structural and usability issues that create friction for users trying to find relevant content.

Critical Issues & Recommendations

Section titled “Critical Issues & Recommendations”

1. Missing Essential Information

Section titled “1. Missing Essential Information”

Issues:

  • No clear explanation of what “Cookbooks” vs “API Guides” means
  • Missing difficulty levels, time estimates, or prerequisites
  • No indication of which programming languages are used
  • Broken image references (file:838a4072-bf1c-44d8-856e-915b7e51a95f)

Recommendations:

# Cookbooks & Guides


## What's the difference?
- **Cookbooks**: Complete, real-world implementations with SDKs and frameworks
- **API Guides**: Direct API usage examples without additional dependencies


Each guide includes:
- ⏱️ Estimated completion time
- 🔧 Required tools/languages
- 📚 Prerequisites
- 💰 API usage costs (where applicable)

2. Poor Content Organization

Section titled “2. Poor Content Organization”

Issues:

  • “All” section is overwhelming (60+ items in a flat list)
  • No search functionality
  • Inconsistent categorization
  • Duplicate entries between sections

Recommendations:

A. Add filtering capabilities:

## Find Your Guide


**Filter by:**
- Language: [ Python ] [ JavaScript ] [ cURL ] [ All ]
- Use Case: [ Transcription ] [ Analysis ] [ Real-time ] [ Integration ]
- Difficulty: [ Beginner ] [ Intermediate ] [ Advanced ]

B. Restructure the “All” section:

## All Guides


### 🎯 Popular Use Cases
- Video/Audio Processing (12 guides)
- Real-time Applications (8 guides)
- Data Analysis & Intelligence (15 guides)


### 🔧 Integration & Migration
- Cloud Platform Integrations (6 guides)
- Migration from Other Services (4 guides)


### 🛠️ Advanced Techniques
- Error Handling & Optimization (5 guides)
- Custom Implementations (8 guides)

3. Unclear Content Descriptions

Section titled “3. Unclear Content Descriptions”

Issues:

  • Many titles are too technical/verbose
  • No preview of what users will learn
  • Missing context about real-world applications

Recommendations:

Before:

"Use Automatic Language Detection as a Separate Step From Transcription"

After:

**Automatic Language Detection Workflow**
*Improve accuracy by detecting language first, then transcribing*


⏱️ 15 min | 🔧 Python | 📚 Basic API knowledge
Perfect for: Multi-language content, international applications

4. Navigation Pain Points

Section titled “4. Navigation Pain Points”

Issues:

  • No breadcrumbs or “back to guides” navigation
  • Missing “What’s next?” suggestions
  • No related content recommendations

Recommendations:

A. Add guide cards with better information architecture:

┌─────────────────────────────────────┐
│ 🎥 Generate Video Subtitles        │
│                                     │
│ Create SRT files from any video     │
│ ⏱️ 20 min | 🔧 Python | 💰 ~$0.10  │
│                                     │
│ You'll learn:                       │
│ • Extract audio from video          │
│ • Generate timestamped text         │
│ • Export multiple subtitle formats  │
│                                     │
│ [ View Guide → ]                    │
└─────────────────────────────────────┘

5. Missing User Journey Guidance

Section titled “5. Missing User Journey Guidance”

Issues:

  • No onboarding path for new users
  • No progression from beginner to advanced
  • Missing prerequisites and dependencies

Recommendations:

A. Add a “Getting Started” section:

## 🚀 New to AssemblyAI?


### Start Here (5 min setup)
1. [Get your API key](link)
2. [Basic transcription example](link)
3. [Choose your first project](#recommended-first-projects)


### Recommended First Projects
- **For beginners**: Transcribe a YouTube video
- **For developers**: Build a transcription UI with Gradio
- **For businesses**: Analyze customer call sentiment

6. Technical Implementation Issues

Section titled “6. Technical Implementation Issues”

Issues:

  • Broken image references
  • Inconsistent link formatting
  • Missing error handling in the documentation structure

Recommendations:

A. Fix image references:

<!-- Replace file: references with proper URLs -->
<img src="/images/speech-to-text-icon.svg" alt="Speech to Text" />

B. Add error states:

<!-- If guide is unavailable -->
🚧 This guide is being updated. Check back soon or try [similar guide].

Quick Wins (High Impact, Low Effort)

Section titled “Quick Wins (High Impact, Low Effort)”
  1. Add filtering tags to each guide card
  2. Include time estimates for each guide
  3. Fix broken image references
  4. Add “Prerequisites” section to the page header
  5. Group migration guides into a dedicated section

Content Strategy Recommendations

Section titled “Content Strategy Recommendations”
  1. Create learning paths: “Beginner → Intermediate → Advanced”
  2. Add use-case landing pages: “Content Creation”, “Business Analytics”, “Developer Tools”
  3. Include cost estimates: Help users understand API usage costs upfront
  4. Add community examples: Link to user-submitted implementations

This restructure would transform the page from a simple directory into a guided learning experience that helps users find exactly what they need based on their skill level, use case, and available time.