Google Colab

This script utilizes Apify API for TikTok data collection, OpenAI Whisper for automated transcription, and Vicuna multi-modal AI for video understanding to provide automated and customized analysis of TikTok videos. It identifies key factors for viral success on TikTok and generates a structured report.

🔑 Key features:

• Automated data collection
• Audio separation and transcription
• Customized video understanding with state-of-the-art AI
• Aggregated analysis to identify viral factors
• Structured report generation

📜 Requirements:

• Apify API key
• OpenAI API key
• Google Colab+

Google Colab

This script scrapes Google News for relevant articles, clusters them using sentence embeddings, and analyzes each cluster to identify key narratives, perspectives, biases, etc. using GPT-3.

🔑 Key features:

• Automated news data collection
• Clustering articles using sentence embeddings
• GPT-3 powered analysis of clusters
• Structured analysis focusing on themes, biases, emotions, etc.
• Final report summarizing key insights

📜 Requirements:

• SerpAPI Key
• OpenAI API Key

Google Colab

This script performs automated keyword research and clustering to identify content gaps. It integrates with SEMrush API, generates embeddings using SentenceTransformers, clusters keywords using K-Means, and generates cluster descriptions using GPT-3.

🔑 Key features:

• SEMrush API integration for keyword data
• Automated embedding generation
• K-Means clustering of keywords
• GPT-3 powered cluster descriptions
• Content gap identification
• Cluster analysis report

📜 Requirements:

• OpenAI API Key
• SEMrush API Key

Google Colab

This script generates high-quality long-form articles leveraging semantic SEO data. It scrapes Google results, performs NLP analysis, generates outlines optimized for semantic SEO metrics, breaks outlines into sections, and iteratively improves content using GPT-3.

🔑 Key features:

• Automated data collection from Google
• NLP analysis of top results
• Semantic SEO optimized outline generation
• Iterative long-form content generation
• GPT-3 powered content improvement

📜 Requirements:

• OpenAI API Key

Google Colab

This script collects news articles on a topic, clusters them using sentence embeddings, summarizes clusters using GPT-3, and generates newsjacking content ideas for each cluster.

🔑 Key features:

• Automated news data collection
• Clustering articles using sentence embeddings
• GPT-3 powered cluster summarization
• Structured newsjacking ideation based on clusters

📜 Requirements:

• SerpAPI Key
• OpenAI API Key

Google Colab

This script enables automated analysis of TikTok video content using state-of-the-art AI models. It separates audio, transcribes using Whisper, encodes video understanding with Vicuna, and generates insights tailored to marketing goals. The key features are:

• Automated TikTok data collection
• Audio separation and transcription
• Video understanding with Vicuna multi-modal AI
• Customized insights for marketing strategy
• Detailed analysis focusing on virality factors, audience segmentation, brand presence, etc.

📜 Requirements:

• Apify API Key
• OpenAI API Key
• Google Colab + A100 GPU

Google Colab

This script enables automated newsjacking ideation by collecting Google News articles on a topic, clustering them using sentence embeddings, summarizing clusters with GPT-3, and generating tailored content ideas. Key features:

• News data collection from Google
• Clustering articles using sentence embeddings
• Summarizing clusters with GPT-3
• Structured newsjacking ideation based on clusters
• Automated tailored content creation

📜 Requirements:

• SerpAPI Key
• OpenAI API Key

Google Colab

This script automates analysis of on-page links to provide SEO optimization recommendations. It scrapes specified URLs, analyzes linked page content with Newspaper3k, generates anchor text recommendations with GPT-3, and outputs results to a CSV.

🔑 Key features:

• Automated on-page link analysis
• Content scraping with Newspaper3k
• GPT-3 powered anchor text recommendations
• SEO optimization suggestions
• CSV output of results

📜 Requirements:

• OpenAI API Key

Google Colab

This script analyzes an article and generates subreddit and post title recommendations using GPT-3. It summarizes the article, recommends target subreddits, and creates tailored titles for each subreddit.

🔑 Key features:

• Article summarization
• GPT-3 based subreddit recommendations
• Custom post titles optimized for each subreddit

📜 Requirements:

• OpenAI API Key
• Reddit API Credentials

Google Colab

This script scrapes and analyzes top-ranking pages for a keyword to generate automated article outlines optimized for SEO. Key features:

• Scrapes and analyzes Google results
• NLP analysis of top pages
• GPT-3 outline generation optimized for SEO metrics
• Automated end-to-end outline creation

📜 Requirements:

• OpenAI API Key

Google Colab

This script enables automated video translation with lip sync using OpenAI Whisper for speech-to-text and Wav2Lip for lip generation. Key features:

• Video download from YouTube link
• Speech extraction and translation by Whisper
• Generating new translated speech audio
• Lip sync using Wav2Lip machine learning model
• Automated end-to-end video translation

📜 Requirements:

• OpenAI API Key
• Wav2Lip, FFmpeg

Google Colab

This script automatically generates a summary, outline, article, and tweet thread from a YouTube video transcript using GPT-3. Key features:

• Transcript extraction using youtube-dl
• Text truncation to fit GPT-3 limits
• Summary generation with T5 or GPT-3
• Tweet thread creation with GPT-3
• Outline creation for a long-form article
• Automated article section writing with GPT-3
• Structured output for all generated text

📜 Requirements:

• OpenAI API Key
• youtube-dl

Google Colab

This explores using multiple AI agents to iteratively generate, critique, refine, and evaluate invention ideas. Key features:

• Idea generation with GPT-4
• Critiquing ideas with GPT-3.5
• Idea refinement and synthesis with GPT-4
• Scoring ideas on multiple metrics with GPT-3.5
• Image prompting and rendering with Stability AI
• Iterative looping until criteria met
• Markdown rendering of the final synthesized idea

📜 Requirements:

• OpenAI API Key
• Stability AI API Key

Google Colab

This script predicts search intents from keywords, generates corresponding personas, and has GPT-3 infer buyer needs and marketing tactics per persona. Key features:

• Intent prediction using GPT-3
• Persona profiling with GPT-3
• Concurrent questions to GPT-3
• Buyer needs, objections, and marketing tactics
• Structured DataFrame output
• Ideal for SEO and marketing strategy

📜 Requirements:

• OpenAI API Key

Google Colab

This script optimizes search analysis using large language models like GPT-3. It generates queries, analyzes brand mentions, and creates natural language reports. Key features:

• Query generation with GPT-3
• Concurrent requests for speed
• Brand extraction and analysis
• Query response summarization
• Natural language report generation
• Structured DataFrame output

📜 Requirements:

• OpenAI API Key

Google Colab

This script instantly generates a structured SEO content plan by chaining prompts to GPT-3. Key features:

• Automated subtopic generation
• Automated subsubtopic generation
• Title generation for subsubtopics
• Concurrency for speed
• Structured output as DataFrame
• Rapid automated content planning

📜 Requirements:

• OpenAI API Key

Google Colab

This script generates viral data journalism story ideas by chaining GPT-3 prompts for subtopics, data sources, and narratives. Key features:

• Automated subtopic generation
• Data source identification
• Story narrative generation
• Structured DataFrame output
• Optimized for press pitching
• Requires only a seed keyword

📜 Requirements:

• OpenAI API Key

Google Colab

• Automates academic literature research using ArXiv, semantic search, summaries, and natural language generation.
• ArXiv paper querying and download
• GPT-3 relevance scoring
• Text summarization with POE
• Concurrency for speed
• Natural language report generation
• Automates the literature review process

📜 Requirements:

• OpenAI API Key

Google Colab

• Simplifies content and keyword clustering using HuggingFace embeddings for keywords, agglomerative clustering for content, and GPT-3 for enhanced cluster descriptions.
• Provides more insightful and organized cluster analysis.

📜 Requirements:

• OpenAI API Key

Google Colab

• Feed it a seed keyword, it will leverage the #Apify #TikTokScraper to extract associated search keywords in a recursive manner as per your specifications, and then download all related videos.
• Transforms videos to audio, transcribes using Whisper, and translates non-English videos to English. 🌎
• Cleans and preps transcripts.
• Prompts to GPT-4 for in-depth analysis of transcripts in batches.
• GPT-4 unearths elements propelling engagement. 📊
• Collates the most recurrent and poignant insights from all batches
• Synthesizes a report outlining key recommendations. 📝

📜 Requirements:

• OpenAI API Key

Google Colab

• Takes a list of keywords
• Runs each keyword through 28 different evaluations predicting answers about the person searching and their goals when searching with a given keyword
• Generating a csv that contains the answers to all the evaluations for each keyword.

📜 Requirements:

• OpenAI API Key

Google Colab

-Takes a given topic -Generates sub topics related to the topic -Generates sub-sub topics related to the subtopic and primary topic -Generates 30 relevant questions for each sub-sub topic. -Collates everything into a well organized dataframe for export to CSV.

📜 Requirements:

• OpenAI API Key

Google Colab

• Takes a given keyword and scrapes all Reddit posts that match that keyword for a given number of posts and a date range.
• Runs the set of Reddit posts scraped in the last step through 11 different prompts that analyze the corpus of post titles and give a readout of what they are generally about, main points, and other important takeaways.
• Generates two CSVs, one that is the output of the Reddit scrape, and one that is the analysis/readout of those posts.

📜 Requirements:

• OpenAI API Key
• Reddit api credentials

Google Colab

• Extracts relevant information from a given URL using the newspaper3k library.
• Analyzes the content and determines the appropriate schema type using #GPT4.
• Extracts relevant data points based on the determined schema type.
• Generates JSON-LD schema markup using the extracted data points.
• Outputs the enhanced HTML with schema markup applied.

📜 Requirements:

• OpenAI API Key