A business pays: the pain costs it money every month — lost revenue, penalties, staff hours. $50+/mo per customer, hundreds of customers needed, purchases triggered by events. Sourced from industry communities where owners discuss operations.
AI Agents & LLM
For business
1 dev, 3-5 months
Self-teachable
Connector
AI: automation and classification
Reddit
Himalayas
Freelancer.com
AI Real Estate CRM Automation
Automates follower tracking, lead movement, and data connection within real estate CRMs.
Who pays
Real estate team leader
Today
manually tracks follow-ups and moves leads in CRM
Where the rules are written
APIs for popular real estate CRMs (Follow Up Boss, kvCORE) are public, with documentation.
Where to find first customers
Сабреддиты r/realtors, r/realestateinvesting, группы в Facebook для агентов по недвижимости, профессиональные форумы и каталоги CRM для недвижимости.
Who complains
business owner
employee
82
Worth building
Confidence in the score 75%
potential customers
100 000
weeks10
Pain evidence7
Proof1
AI Agents & LLM
For business
1 dev, 3-5 months
One-time insider
Web app
AI: forecasting, optimization
Reddit
Restaurant Order Calculation
Calculates restaurant purchase volumes based on sales and inventory, reducing manual effort.
Who pays
Restaurant chain owner (5+ locations)
Today
calculates purchase volumes manually, checks inventory
Where the rules are written
Rules for calculating purchase volumes depend on internal restaurant processes, not documented anywhere.
Where to find first customers
reddit/restaurantowners, группы в Facebook для владельцев ресторанов, каталоги ПО для ресторанов (например, Capterra, G2), партнерства с поставщиками POS-систем (например, Toast, Square for Restaurants).
Who complains
business owner
78
Worth building
Confidence in the score 50%
potential customers
10 000
weeks12
Pain evidence1
Proof5
AI Agents & LLM
For business
1 dev, 3-5 months
Self-teachable
Web app
AI: monitoring and analysis
4× seen
Reddit
We Work Remotely
Brand Mention Tracking in LLMs
Automatically tracks brand and client mentions in AI system responses (ChatGPT, Perplexity).
Who pays
PR manager, SEO specialist
Today
manually runs prompts to track mentions
Where the rules are written
APIs of popular LLMs (OpenAI, Google Gemini) are public, their usage rules are described in documentation.
Where to find first customers
Reddit (r/digital_marketing, r/SEO, r/SaaS), LinkedIn группы для PR-специалистов и маркетологов, каталоги SaaS-инструментов (Product Hunt, G2, Capterra).
Who complains
freelancer
employee
consumer
72
Worth a try
Confidence in the score 95%
potential customers
500 000
weeks10
Pain evidence7
AI Agents & LLM
For business
1 dev, 3-5 months
Self-teachable
Web app
AI: data cleaning and normalization
Reddit
Freelancer.com
AI Cleaning for Shopify Product Catalogs
AI service automatically cleans and normalizes product catalog data on Shopify, saving time.
Who pays
Shopify store owner with a large catalog
Today
manually cleans and normalizes product catalog data
Where the rules are written
Shopify API is public. Data normalization rules are client-defined, but general cleaning patterns are universal.
Where to find first customers
Reddit (r/ecommerce, r/shopify), Facebook-группы для владельцев магазинов Shopify, Shopify App Store, форумы Shopify.
Who complains
business owner
66
Worth a try
Confidence in the score 75%
potential customers
450 000
weeks10
Pain evidence9
Proof3