Prompt: Finding and Curating 50 Relevant Accounts Discussing AI Tools for Non-Technical Users

Objective: Identify and curate a list of 50 unique, highly relevant English-language accounts across specified platforms (X, YouTube, Reddit, Substack, Medium, Discord, Telegram) that focus on new AI tools enabling non-technical users (beginners without prior qualifications) to create products, content, or automations in the fields of filmmaking, data analysis, app development, robotics, and creativity. Additionally, compile a separate list of company/startup accounts that publish product news. Ensure the final 50 accounts cover approximately 90% of the market (unique content, diverse topics) and assign a relevance score (0–5) to each.

Goals:

1. Collect 100 accounts initially, then filter to 50 unique accounts that provide diverse, high-quality content on no-code/low-code AI tools for non-technical users.
2. Ensure coverage of five key areas: filmmaking (e.g., AI video editing, scriptwriting), data analysis (e.g., AI analytics, data visualization), app development (e.g., no-code/low-code platforms), robotics (e.g., robotic process automation, AI robotics), and creativity (e.g., generative AI, AI art, music).
3. Separate company/startup accounts that focus on product news from the main list.
4. Assign a relevance score (0–5) to each of the 50 accounts based on their focus on practical AI tools for beginners.

Tasks:

1. Search for Accounts: Identify accounts on X, YouTube, Reddit, Substack, Medium, Discord, and Telegram that publish English-language content about no-code/low-code AI tools for non-technical users in the specified fields.
2. Filter and Curate:
    - Collect an initial list of 100 accounts meeting the criteria.
    - Analyze for content duplication (e.g., accounts reposting similar reviews or guides).
    - Select 50 accounts with unique content, ensuring ~90% market coverage (diverse tools, use cases, and formats like guides, reviews, or case studies).
3. Separate Company Accounts: Identify and list company/startup accounts that publish product news (e.g., Synthesia, Runway, Bubble) separately from the main 50 accounts.
4. Evaluate Relevance: Assign a relevance score (0–5) to each of the 50 accounts based on their focus on AI tools for beginners, coverage of specified fields, and practical content (guides, tutorials, case studies).
5. Compile Results: Provide a structured list of 50 accounts and a separate list of company/startup accounts, including:
    - Username and platform.
    - Profile link.
    - Brief description (content focus, example posts).
    - Relevance score (0–5) for the 50 accounts.

Stages:

1. Define Search Parameters:
    - Language: English only.
    - Keywords: Use English keywords related to:
        - No-code/low-code AI, generative AI, automation, content creation, marketing, design.
        - Filmmaking: "AI video editing", "AI scriptwriting", "AI in film", "AI filmmaking tools".
        - Data Analysis: "AI data analysis", "AI analytics for beginners", "data visualization AI".
        - App Development: "no-code app development", "low-code platforms", "AI app building".
        - Robotics: "AI robotics", "robotic process automation", "robotics for non-tech".
        - Creativity: "generative AI", "AI art tools", "AI music creation", "AI for creators".
        - Examples: "AI tools for beginners", "no-code AI filmmaking", "AI data analysis non-tech", "low-code app development 2025", "AI robotics for startups", "generative AI creativity".
    - Platforms: X, YouTube, Reddit, Substack, Medium, Discord, Telegram.
    - Inclusion Criteria:
        - Focus on AI tools for non-technical users (beginners, freelancers, entrepreneurs).
        - Regular content (at least 1–2 posts monthly).
        - Practical content: guides, tool reviews, tutorials, or case studies.
    - Exclusion Criteria:
        - Technical focus (e.g., AI model development, programming).
        - Inactive accounts (no posts in 3–6 months).
        - Spam or low-quality accounts (e.g., pure advertising, no practical content).
2. Conduct Search:
    - X: Search posts and profiles using keywords (e.g., "AI tools for beginners filmmaking", "no-code app development"). Filter by activity and engagement.
    - YouTube: Identify channels with relevant playlists/videos (e.g., "AI video editing for beginners", "no-code app tutorials"). Check channel descriptions and comments.
    - Reddit: Scan subreddits (e.g., r/AItoolsCatalog, r/n8n, r/SocialMediaMarketing, r/Entrepreneur) for posts/authors discussing no-code AI tools.
    - Substack/Medium: Find authors publishing articles on AI tools for beginners (e.g., "Top AI Tools for Filmmaking 2025").
    - Discord/Telegram: Explore communities/channels (e.g., MidJourney Discord, AI-focused Telegram channels) for active contributors sharing beginner-friendly content.
    - Compile an initial list of 100 accounts with basic details (username, platform, link, brief content summary).
3. Filter and Curate:
    - Initial Analysis: Review the 100 accounts for relevance, activity, and content quality. Exclude:
        - Inactive accounts (last post older than 3–6 months).
        - Technical or irrelevant accounts (e.g., focus on AI theory, crypto, or non-beginner topics).
        - Spam accounts (e.g., pure ads, no practical content).
    - Deduplication: Identify accounts with overlapping content (e.g., reposting the same ChatGPT or MidJourney guides). Prioritize those with unique perspectives, diverse tools, or higher engagement.
    - Final Selection: Choose 50 accounts that:
        - Cover ~90% of the market (all five fields: filmmaking, data analysis, app development, robotics, creativity).
        - Offer unique content (e.g., original guides, niche tool reviews, specific use cases).
        - Focus on no-code/low-code AI for non-technical users.
4. Separate Company/Startup Accounts:
    - Identify accounts of companies/startups (e.g., , ,  on X) that publish product news or updates.
        
        @SynthesiaIO
        
        @RunwayML
        
        @Bubble
        
    - List them separately with:
        - Username, platform, link.
        - Description of product news (e.g., "Announces updates to no-code app platform Bubble").
    - Exclude these from the main 50 accounts unless they also provide educational content for beginners.
5. Assign Relevance Scores:
    - Analyze the last 10–20 posts/publications of each of the 50 accounts.
    - Assign a relevance score (0–5) based on:
        - Focus on Beginners: Content targets non-technical users (e.g., freelancers, marketers, creators).
        - Topic Coverage: Includes filmmaking, data analysis, app development, robotics, and/or creativity.
        - Practicality: Provides guides, reviews, tutorials, or case studies.
        - Scoring:
            - 0: No relevance (e.g., off-topic).
            - 1: Minimal relevance (mentions AI but not for beginners or specified fields).
            - 2: Partial relevance (occasional relevant posts but inconsistent).
            - 3: Moderate relevance (regularly covers no-code AI but not always for beginners).
            - 4: High relevance (focuses on no-code AI for beginners, covers multiple specified fields).
            - 5: Ideal relevance (consistently publishes beginner-friendly content across all specified fields).
6. Compile and Present Results:
    - Main List (50 Accounts):
        - Format: Table or structured list.
        - Fields: Username, Platform, Profile Link, Description (e.g., "Publishes no-code AI guides for filmmaking and app development, reviews Runway and Bubble"), Relevance Score (0–5).
    - Company/Startup List:
        - Format: Separate table or list.
        - Fields: Username, Platform, Profile Link, Description (e.g., "Shares updates on Synthesia’s AI video platform").
    - Provide results in a clear, concise format (e.g., text, canvas panel visualization if requested).
    - Offer to provide partial results (e.g., 5–10 accounts) for initial review to confirm alignment with expectations.

Constraints:

- Time: Analyzing 100 accounts and curating 50 may take time. Partial results can be provided for feedback.
- Duplication: Accounts with similar content will be deduplicated to ensure diversity.
- Platform Access: Some profiles (e.g., private Discord or Telegram channels) may have limited visibility.
- Market Coverage: The 50 accounts will be selected to maximize coverage of tools, use cases, and formats within the specified fields.

Next Steps:

1. Confirm the prompt accurately reflects the requirements or provide clarifications.
2. Optionally, request a sample list (e.g., 5–10 accounts) with descriptions and relevance scores to validate the approach.
3. Specify preferred result format (e.g., text table, canvas visualization).
4. Indicate any deadlines for the final list.