The AI product landscape in 2024 resembles the early days of mobile apps—everyone knows there's gold in them hills, but most prospectors are digging in the same overcrowded spots. As a solo founder, your advantage isn't competing head-to-head with well-funded teams building the next ChatGPT competitor; it's finding the overlooked niches where your agility becomes a superpower.
123456789101112import requests from bs4 import BeautifulSoup import json from datetime import datetime class CompetitorMonitor: def __init__(self, competitors): self.competitors = competitors # List of competitor domains self.changes = [] def check_pricing_page(self, domain): """Monitor competitor pricing changes"""
123456789101112// Abstract AI provider to reduce platform lock-in interface AIProvider { complete(prompt: string, options?: CompletionOptions): Promise<string>; embed(text: string): Promise<number[]>; estimateCost(tokens: number): number; } class OpenAIProvider implements AIProvider { async complete(prompt: string, options?: CompletionOptions) { const response = await openai.chat.completions.create({ model: options?.model || 'gpt-4-turbo-preview', messages: [{ role: 'user', content: prompt }],