The Autohive Grammarly integration connects your Grammarly account with Autohive’s automation platform, enabling:

  • Writing quality analysis - Assess writing quality with comprehensive scores for engagement, correctness, delivery, and clarity
  • AI content detection - Detect AI-generated content with confidence scores and percentage estimates
  • Plagiarism checking - Check documents for plagiarism against billions of web pages and academic papers
  • User analytics - Track team usage of Grammarly with activity metrics, session data, and improvement rates
  • Automated document processing - Submit documents for analysis and retrieve results programmatically
  • Multi-format support - Analyze .doc, .docx, .odt, .txt, and .rtf files up to 4MB
  • OAuth2 security - Secure authentication with automatic token management and refresh
  • Batch analysis - Process multiple documents and retrieve analytics for entire teams

Install the integration

  1. Set up your Grammarly Developer account:

    • Create a developer account at https://developer.grammarly.com/
    • Create a new OAuth 2.0 application in the Grammarly Developer Portal
    • Copy your Client ID and Client Secret
    • Ensure your application has the required scopes:
      • scores-api:read and scores-api:write - Writing Score API access
      • analytics-api:read - Analytics API access
      • ai-detection-api:read and ai-detection-api:write - AI Detection API access
      • plagiarism-api:read and plagiarism-api:write - Plagiarism Detection API access
  2. Log in to Autohive and navigate to Your user profile > Connections or Your workspace -> Manage workspace

  3. Locate the Grammarly Integration card and click Connect

    List of integrations in Autohive
  4. Enter your OAuth2 credentials:

    • Client ID
    • Client Secret
  5. Confirm installation - the integration will automatically handle token management and your Grammarly account will be connected to Autohive


Use the integration

You can now use the integration with your agents, workflows and scheduled tasks!

  1. Follow our Create your first agent guide on how to create an agent.
  2. In the ‘Agent settings’, scroll down to the ‘Add capabilities’ section and turn on the Grammarly capability. You can choose what individual Grammarly capabilities to turn on and off.
  3. Once the settings have been selected, begin prompting the agent of the workflow you’d like to achieve with Autohive and Grammarly!

Available capabilities

Writing Score Analysis

  • Analyze Writing Score: Submit documents for comprehensive writing quality analysis with engagement, correctness, delivery, and clarity scoring
  • Get Writing Score Results: Retrieve writing quality scores for previously submitted documents with 0-100 scale ratings

Analytics and Usage

  • Get User Analytics: Retrieve paginated user analytics with Grammarly usage statistics, activity metrics, and improvement tracking

AI Detection

  • Analyze AI Detection: Submit documents for AI content detection analysis with confidence scoring
  • Get AI Detection Results: Retrieve AI detection results with confidence levels and AI-generated percentage estimates

Plagiarism Detection

  • Analyze Plagiarism Detection: Submit documents for plagiarism checking against billions of sources
  • Get Plagiarism Detection Results: Retrieve plagiarism results with originality scores and plagiarism percentage data

Key features

Comprehensive Writing Analysis

  • Multi-dimensional scoring including engagement, correctness, delivery, and clarity on 0-100 scale
  • General writing quality score for overall content assessment
  • Minimum 30 words required for accurate scoring
  • Results retained for 30 days after submission for convenient retrieval

AI Content Detection (Beta)

  • Detect AI-generated text with confidence scoring on 0-1 scale
  • AI-generated percentage estimates on 0-100 scale
  • Evaluate likelihood of AI authorship for content verification
  • Support for documents up to 4MB with fast processing

Plagiarism Detection (Beta)

  • Compare content against billions of web pages and academic papers
  • Originality score indicating content uniqueness (higher = more original)
  • Plagiarism percentage showing matched content on 0-100 scale
  • Academic integrity verification for educational institutions

Team Analytics and Reporting

  • User-level activity tracking with days active and session counts
  • Session improvement percentage for team effectiveness measurement
  • Generative AI prompt usage tracking for feature adoption
  • Date range filtering for custom reporting periods (up to 365 days)
  • Pagination support for large team datasets

Common use cases

Content Quality Automation

  • Automatically analyze blog posts and articles before publication
  • Track writing improvement over time with historical score analysis
  • Generate quality reports for content teams and editorial workflows
  • Implement automated quality checks in content management systems

Academic Integrity Verification

  • Check student submissions for plagiarism before grading
  • Detect AI-generated content in essays and research papers
  • Verify originality of academic work with comprehensive source comparison
  • Generate compliance reports for academic integrity policies

Team Usage Monitoring

  • Track Grammarly adoption and usage across organization
  • Monitor team activity with active days and session metrics
  • Measure improvement rates and writing quality trends
  • Generate usage reports for management and resource planning

Publishing Workflow Integration

  • Integrate writing quality checks into editorial approval workflows
  • Automate content verification before publishing to websites or platforms
  • Flag content that fails quality, AI detection, or plagiarism thresholds
  • Create review queues based on automated analysis results

Compliance and Documentation

  • Verify content originality for legal and compliance requirements
  • Detect AI-generated content for disclosure and attribution
  • Track writing quality metrics for quality assurance programs
  • Generate audit trails for content verification and approval

Supported file formats and limits

File Format Support

  • .doc: Microsoft Word 97-2003 documents
  • .docx: Microsoft Word 2007+ documents
  • .odt: OpenDocument Text format
  • .txt: Plain text files
  • .rtf: Rich Text Format documents

File Size and Content Limits

  • Maximum file size: 4MB per document
  • Maximum text length: 100,000 characters
  • Minimum text length: 30 words (for writing score analysis)
  • Results retention: 30 days after submission
  • Document retention: Maximum 24 hours after upload

Disconnect the integration

Important: Disconnecting stops API access but preserves existing data in both systems.

  1. Navigate to Your user profile -> Connections or Your workspace -> Manage workspace
  2. Find the Grammarly Integration
  3. Click Disconnect and confirm

Data Impact: Existing data remains unchanged in both systems, but sync stops and Autohive loses Grammarly API access.


Remove access

From Grammarly: Go to your Grammarly Developer Portal > OAuth Applications > Revoke the OAuth application to remove access for Autohive