What Business Should I Start? Find Ideas Real Founders Started (Filter by Budget and Skills)
Pick your budget, your hours and your skills. You get ten ideas that founders described on startup podcasts, ranked for you, each with the show, the episode and the date so you can hear it from the founder.
By Startup Seeds Editorial Team. Tags updated 2026-10-20.
Matched using AI-estimated tags; open the source episode to verify. Budget, time, skills and online/local are estimated by claude-haiku-4-5 (2026-10-20) from each idea's stored summary, not stated by the founder. 1,724 ideas are tagged so far. How we tag.
Your top 10 matches
1.AI-Powered Directory Automation Tool
A software tool that leverages AI to automate the process of creating and updating directory listings, including scraping data from various sources and formatting it for web presentation.
Problem it solves: Keeping directory listings up to date can be time-consuming and labor-intensive. This tool would save time by automating data retrieval and formatting.
Why it fits you: uses your skills in ai and automation, software development, data and analytics; is run online; is a software business.
Estimated tags: start-up cost $1K to $10K; 20 to 40 hours a week; online; software; skills: ai and automation, software development, data and analytics
Source: The Side Hustle Show, 692: $2500/mo with Online Directories, aired (listen)
Founder example: Indeed
How they started, per the episode summary:
- Focuses on using sponsorships to boost job listing visibility and employs powerful matching algorithms to connect employers with suitable candidates.
Founder example: Mediavine Grow
How they started, per the episode summary:
- Mediavine Grow focuses on optimizing ad placements and strategies for better monetization of content.
2.Automated Trade Execution Bot
A software tool that automates the execution of trades based on predefined criteria and signals from AI-driven analysis, enabling users to capitalize on market opportunities without constant monitoring.
Problem it solves: Investors often miss trading opportunities due to time constraints or indecision, leading to potential losses or missed profits.
Why it fits you: uses your skills in ai and automation, software development, data and analytics; is run online; is a software business.
Estimated tags: start-up cost $1K to $10K; full-time (40+ hours); online; software; skills: ai and automation, software development, data and analytics
3.Jules: AI Coding Assistant
An AI-driven coding assistant that can automatically identify and fix bugs in software projects by integrating with platforms like GitHub.
Problem it solves: This business solves the issue of slow bug fixes and enhances coding efficiency by automating the debugging process, allowing developers to focus on feature development instead.
Why it fits you: uses your skills in ai and automation, software development; is run online; is a software business.
Estimated tags: start-up cost $250 to $1K; full-time (40+ hours); online; software; skills: ai and automation, software development
Source: Startup Ideas Podcast, 5 New Tools from Google AI to make money/be productive (INSANITY), aired (listen)
Founder example: Project Jules
How they started, per the episode summary:
- Leverages AI to automate tedious debugging tasks, allowing developers to focus on higher-level programming challenges.
Founder example: Stitch
How they started, per the episode summary:
- Focus on user-driven design with features that allow for easy customization and export to design tools like Figma.
4.Online Arbitrage Deal Finder Tool
This tool automates the search for profitable online arbitrage deals by scanning multiple e-commerce sites for price discrepancies against Amazon listings.
Problem it solves: Online retailers often spend excessive time searching for arbitrage opportunities, which is inefficient and tedious. Existing solutions may lack comprehensive coverage of multiple sites, leading to missed opportunities.
Why it fits you: uses your skills in ai and automation, software development, data and analytics; is run online; is a software business.
Estimated tags: start-up cost $1K to $10K; full-time (40+ hours); online; software; skills: ai and automation, software development, data and analytics
Source: The Side Hustle Show, 567: 20 Ways to Make Money on Amazon, aired (listen)
5.MCP Compatibility Testing Tool
This startup would develop a software tool that automatically tests and verifies the compatibility of various MCP servers with LLMs, ensuring seamless integration.
Problem it solves: Developers face challenges in ensuring that their MCP servers work correctly with multiple LLMs, leading to potential failures and downtime. Existing testing solutions are often manual and time-consuming, making it ha...
Why it fits you: uses your skills in ai and automation, software development, data and analytics; is run online; is a software business.
Estimated tags: start-up cost $10K to $20K; full-time (40+ hours); online; software; skills: ai and automation, software development, data and analytics
Source: Startup Ideas Podcast, Model Context Protocol (MCP), clearly explained, aired (listen)
6.Automated Proposal Generator
A tool that leverages AI to draft business proposals based on user input and past preferences, streamlining the proposal creation process for professionals.
Problem it solves: It solves the problem of time-consuming proposal drafting by automating the process and ensuring consistency in branding and formatting based on user-defined preferences.
Why it fits you: uses your skills in ai and automation, software development; is run online; is a software business.
Estimated tags: start-up cost $1K to $10K; 20 to 40 hours a week; online; software; skills: ai and automation, software development
Source: Startup Ideas Podcast, AI Agents Full Course 59 Minutes (for beginners), aired (listen)
Founder example: Anti-Gravity
How they started, per the episode summary:
- Integrates with user files and provides a structured environment for task management, enhancing the user experience.
Founder example: MCP (Model Context Protocol)
How they started, per the episode summary:
- Acts as an intermediary for AI agents to interact with different applications without needing extensive custom developments.
7.AI-Powered Code Review Tool
A tool that integrates with GitHub to provide automated code review and security checks for solo developers. This tool uses AI to identify bugs and security vulnerabilities within code submissions.
Problem it solves: Solo developers often lack the resources for comprehensive code reviews, leading to potential bugs and security issues in their applications. This tool helps ensure code quality and security without the need for addit...
Why it fits you: uses your skills in ai and automation, software development, data and analytics; is run online; is a software business.
Estimated tags: start-up cost $10K to $20K; 20 to 40 hours a week; online; software; skills: ai and automation, software development, data and analytics
Source: Startup Ideas Podcast, How I Use Claude Code & Cursor (Ship 10X Faster), aired (listen)
Founder example: Create Anything
How they started, per the episode summary:
- Recommended for beginners before moving on to more complex coding tools, allowing users to grasp app development basics.
8.LLM Performance Tracker
A tool that tracks and analyzes the performance of various LLMs in generating content across different tasks, helping users identify which model performs best for specific needs.
Problem it solves: Users may not be aware of the strengths and weaknesses of different LLMs, leading to inefficient use of AI resources. This tool provides insights that help users make informed choices.
Why it fits you: uses your skills in ai and automation, software development, data and analytics; is run online; is a software business.
Estimated tags: start-up cost $250 to $1K; 20 to 40 hours a week; online; software; skills: ai and automation, software development, data and analytics
Source: Startup Ideas Podcast, I figured out how to get 5x better results from ChatGPT (Full Tutorial), aired (listen)
9.AI-Enhanced Flight Tracker for Mistake Fares
A subscription service that uses AI to monitor and alert users about mistake fares and flash sales for business travel.
Problem it solves: Business travelers often miss out on significant savings due to the time-consuming nature of tracking flights manually. Existing travel sites do not provide real-time alerts for mistake fares, leading to lost opportun...
Why it fits you: uses your skills in ai and automation, software development, data and analytics; is run online; is a software business.
Estimated tags: start-up cost $10K to $20K; 20 to 40 hours a week; online; software; skills: ai and automation, software development, data and analytics
Source: Koerner Office, I Tried to Run 10 AI Agents At Once. Here's What Happened (ChatGPT Operator)⏐Ep. #126, aired (listen)
10.AI-Powered YouTube Script Generator
A tool that uses AI to generate engaging scripts for YouTube videos based on trending topics and existing successful content, tailored to the user's style.
Problem it solves: Many content creators struggle to come up with fresh and engaging scripts, leading to inconsistent video quality and viewer engagement.
Why it fits you: uses your skills in ai and automation, software development; is run online; is a software business.
Estimated tags: start-up cost $250 to $1K; full-time (40+ hours); online; software; skills: ai and automation, software development
Source: The Side Hustle Show, 714: My 2025 Progress Report: What Worked, What Didn’t, and What’s Next?, aired (listen)
Founder example: Pictory
How they started, per the episode summary:
- Pictory's focus on AI assistance for sourcing and editing content allows for quicker production times and enhances creativity.
Founder example: Shopify
How they started, per the episode summary:
- The platform's ease of use, combined with its powerful tools for marketing and sales, makes it appealing for new businesses.
Founders who built something like this
Real businesses from the same podcasts whose estimated tags also match your filters. Revenue is only shown when the episode summary states it.
An e-commerce platform that allows businesses to create online stores, manage products, and handle transactions easily.
- Utilizes proven templates for storefront design and built-in AI for product photography, making it easier for businesses to focus on sales and marketing.
Source: The Side Hustle Show, 744: $11k MRR from our 1-Year-Old Side Hustle
An online service that helps individuals and businesses set up LLCs and other business entities.
Stated on the episode: Charges around $200 for setting up a new entity, with additional costs for registered agent services.
- Quick entity formation process that allows users to set up their businesses within 15 minutes.
A data scraping tool that allows users to extract information from Google Maps and other websites.
- Outscraper is designed to be user-friendly, allowing users to specify locations and categories for data scraping.
Source: The Side Hustle Show, 692: $2500/mo with Online Directories
Zapier is an automation tool that connects various applications and services, allowing users to automate workflows and transfer data seamlessly between apps.
Stated on the episode: The company is valued at around $5 billion and has been primarily bootstrapped, with only about a million raised through Y Combinator.
- Key strategies include continuously expanding their app integrations and enhancing user experience through intuitive design and reliable performance.
Source: My First Million, How a $5B founder is using AI (3 tutorials)
CodeGuy Dev helps users build robust Product Requirements Documents (PRDs) that can be used to develop applications with AI tools.
Stated on the episode: The founder mentioned achieving $17,000 in revenue shortly after launching, with a profit margin of 90%.
- CodeGuy Dev uses a context-driven approach to writing PRDs, allowing for clearer instructions to AI tools, which reduces errors in application development.
Source: In The Pit with Cody Schneider, Vibe Coding Workflow: Ship Faster with This Product Requirement Document Workflow
How to choose a business to start
Start with the constraint you cannot change
For most people it is money or time, not imagination. If you have a job and ten hours a week, a business that needs forty hours and a warehouse is not a real option, however good it sounds. Set budget and hours first and let the list shrink.
Use skills you already have
An idea that needs sales when you have only ever written code will cost you months. The skills filter keeps ideas where most of the needed skills are ones you picked, and shows you which ones matched.
Check the source before you commit
A summary of a podcast episode is not a business plan. Open the episode, hear how the founder described the costs and the first customers, and treat our tags as a way to shortlist, not as a verdict.
How we tag the ideas
- We read each idea and founder example from our database that is released and has enough text to judge.
- An AI model (see the tag date above) assigns fixed-vocabulary tags: estimated start-up cost band, weekly hours band, up to four skills, business model, online or local, whether it can be run from home, and whether it fits a side income or needs full-time focus. It also reports a confidence score and may answer "unknown".
- Only ideas with a confidence of at least 70% can appear in results. Unknown answers never satisfy a filter.
- Ranking uses the number of filters an idea meets, how many of its skills you have, and the confidence score. If fewer than ten ideas meet every filter we relax one filter at a time and tell you which.
- We spot-check a random sample by hand and fix the prompt when a pattern of errors shows up.
Frequently asked questions
- What business should I start if I have no experience?
- Start from your constraints, not from a trend. Pick the most money you can spend and the hours you can give, then keep only the ideas whose required skills you already have or can learn quickly. The finder does that filtering across ideas that founders described on startup podcasts, and every result links to the episode so you can hear the details before you decide.
- What business can I start with $10,000?
- Ideas with an estimated start-up cost of $10,000 or less are mostly service businesses, content and media businesses, and small software or ecommerce projects. Set the budget filter to "Up to $10,000" to see them, then open the source episode for each one to check the real costs.
- Can I start a business while keeping my job?
- Yes, many of the ideas can run alongside a job. Choose "Side income" as your goal and set the hours you can give each week. The finder hides ideas that look like they need full-time focus and shows what each match was estimated to need.
- Where do these business ideas come from?
- Every idea was pulled from a real episode of a startup podcast we cover, such as My First Million, The Side Hustle Show, The Startup Ideas Podcast, Koerner Office and In The Pit with Cody Schneider. Each result names the show, the episode and the air date and links to it. Nothing on this page is invented.
- How are the budget, hours and skills determined?
- They are estimates. An AI model read the stored summary of each idea and assigned a start-up cost band, weekly hours, skills, and whether the business is online or local, with a confidence score. Only ideas above a confidence threshold appear in results. The estimates can be wrong, so open the source episode to verify before you commit money or time.
- Is the idea finder free?
- Yes. It is free to use, with no sign-up. Results and the URL you share are generated from the filters you pick.