Content Briefs Generator

This tool is part of the dozens of resources, provided as part of the Semantic ML-enabled Keyword Research Course. It works with the Semantic Keyword Universe template sheet, featured as part of the course. ✨

KICKSTART YOUR UNDERSTANDING OF QUERY SEMANTICS

Semantic ML-Enabled Keyword Research Course

Dive into query semantics and understand how to use AI and machine learning to improve your keyword research. This course teaches you everything you need to understand the semantics and intent of user search queries, how to find untapped keywords, the role of context and how changes like AI Overviews and LLMs influence how people search. Throughout the course, Lazarina Stoy will teach you how to incorporate AI, ML and automation techniques to go from bland to cutting-edge research.

The Semantic ML-enabled Keyword Research Course includes a ton of information on patents and practical exercises and dozens of resources to help you along the way!

Start this course today ✨

How to Use

Follow these steps to scale content briefs production

Prepare Data

Complete your Semantic ML-enabled Keyword Research, using the guidance in the course, created by Lazarina Stoy for MLforSEO, and organise your findings in the provided Keyword Universe template.

Get API Keys

Enable Google Sheets API and create OpenAI account for API access.

Connect Data

Paste Google Sheets URL and enter both API keys to enable connections.

Select Focus

Choose 1-3 topics from auto-loaded options and specify brief quantity (1-20).

Generate & Download

The content briefs generator analyzes your keyword universe data, pulls relevant data from the sheet, generates additional AI insights, and packages all content briefs conveniently into a ZIP file.

Content Brief Generator

ELEVATE YOUR CONTENT

Key Features for Content Success

Transform your keyword research into comprehensive, AI-powered content briefs that drive SEO success with intelligent automation.

Smart Topic Selection and Scaled Content Briefs Production

Choose up to 3 topics from your Google Sheets data with our intuitive dropdown interface, and generate up to 20 content briefs at a time. Topics load automatically once you connect your spreadsheet, giving you full control over your content strategy focus.

AI-Powered Content Intelligence

Each brief includes AI-generated insights powered by OpenAI’s GPT models including query augmentations, expansions and search variations, user journey mapping from awareness to action, persona-specific content recommendations, competitor gap analysis and opportunities, plus title and heading suggestions optimized for engagement.

Advanced Semantic Analysis

Deep-dive entity relationship mapping that searches for full entity phrases and variations, consecutive word pairs (bigrams), first and last word combinations, semantically-related entities (based on knowledge graph information) with case-insensitive matching across all your data to uncover hidden semantic connections.

Comprehensive SERP Intelligence

Each brief analyzes the current search landscape including top competitor content analysis, SERP features and opportunities, search intent mapping and user behavior insights, plus related questions and FAQ suggestions to dominate search results.

Intelligent Keyword Prioritization

The Content Briefs Generator analyzes search volume, competition scores, and semantic relationships to select the highest-potential keywords from your Semantic Keyword Research. Keywords are distributed evenly across your selected topics for balanced coverage and maximum impact.

Multi-Sheet Data Integration

Pulls data from 11+ different sheets in your Google Sheets Semantic Keyword Universe including keyword categorization and metrics, topic descriptions and clustering, entity sentiment and relationships, SERP analysis and competitor data, plus auto-suggest terms and user paths.