Employer Review Drafter

WHAT IT DOES

AI-powered employer review drafter that creates authentic, balanced reviews for companies and employers. The script reads employer or company details from the current page—company name, industry, culture notes, role description, team environment, and benefits—and generates a draft employer review. The AI produces a well-crafted review covering company culture, work environment, management, and overall experience, suitable for posting on job review platforms like Glassdoor, Indeed, or similar sites. You can customize the review format (star rating + text or text only), rating (1-5), tone (positive/balanced/critical), length, and toggle inclusion of pros/cons and recommendations. The user reviews the output before copying or using it.

WHERE IT RUNS

Works on all employer and company pages (match pattern *://*/*), including company websites, job listings, employer review platforms, career pages, and any page containing employer or company information.

HOW TO USE

Install the script and navigate to any employer or company page. The Employer Review Drafter appears in the panel. Configure your preferred format, rating, tone, length, and toggle inclusion of pros/cons and recommendations using the settings controls. Click "Draft Review" to analyze the current page. The AI extracts company details and generates a balanced employer review. Review the output in the panel. Click "Copy to Clipboard" to copy the review for use on job review platforms, social media, or personal notes. Adjust the settings and regenerate if you want a different tone or rating.

REAL MECHANISM: DOM CONTENT EXTRACTION WITH AI EMPLOYER REVIEW DRAFTING AND REVIEW GATE

This script uses a hybrid extraction approach that prioritizes structured content when available. First, it checks for WebMCP (navigator.modelContext), a W3C proposal that exposes structured tools on the page. If available, it calls getContent() to obtain structured employer data. If WebMCP is not present—the common case today—it falls back to DOM scraping using targeted selectors for employer sections (company-name, employer-name, company-description, company-culture, role-description, team-environment, benefits-info, industry-info, and workplace-culture). The extracted text is sent to an AI backend via GM_xmlhttpRequest, which processes it with a system prompt that includes the user's format preference, rating, tone, length, and inclusion preferences. The AI returns a draft review (100-200 words depending on the selected length) that is authentic and balanced, covering company culture, work environment, management, and overall experience. The response is displayed in a bordered container for review before copying. Copy-to-clipboard uses GM_setClipboard. All settings (format, rating, tone, length, includeProsCons, includeRecommendation) are persisted via GM_setValue. The script enforces a review-before-use pattern: the user must read and approve the AI output before copying it.

THE PANEL

Drag the panel anywhere on screen by clicking and holding the header. It snaps to screen edges when released. Collapse it to a small bubble by clicking the minimize button, and expand it back by clicking the bubble. Resize the panel from any corner. Press Escape to close the configuration panel. Your position and size preferences are saved automatically per site.

PLEASE NOTE

This script requires the free BotGentz browser extension and an active AI subscription for the drafting service. AI-generated reviews should be reviewed for authenticity and accuracy before posting—the AI may misinterpret company details or suggest a tone that doesn't match your experience. The script reads the current page content and sends it to the AI backend for processing; no data is stored or logged. Websites change frequently; if the script stops detecting employer content, check for updates to the extraction selectors.