Idea Catalog (4)

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