Posts analysed
119
83 SaaS-shape
Top demand
52%
Lead Gen / Data
Fastest growth
150%
Health Tech / Practice Mgmt
Avg fit · our niches
37
broaden the niches?
BUILD CANDIDATES
Top 3 opportunities — ranked by demand × fit
#1
BUILD itLead Gen / Data
43 posts · 52%74%
43 posts (52% of all SaaS demand) — strongest signal in the corpus. Build a horizontal product into this space.
Recurring asks
• Build referral attribution and customer rewards SaaS MVP for roofing industry with detailed spec
• Hiring full-stack engineer for AI-native lead generation SaaS platform, sourcing and campaign systems.
• Hire systems architect to audit and rebuild internal B2B outbound/lead gen infrastructure.
💰 23/43 mention a budget
Open drilldown
#2
BUILD itAI / Automation
10 posts · 12%59%
10 posts (12% of all SaaS demand) — strongest signal in the corpus. Build a horizontal product into this space.
Recurring asks
• Hire AI integration developer to build LLM-powered SaaS MVPs with Python/FastAPI backend.
• Non-technical founder seeks MVP SaaS platform for AI-powered real estate negotiation assistant with subscription billing.
• Build AI-powered SaaS platform for real estate negotiation training and assistance.
💰 4/10 mention a budget
Open drilldown
#3
PITCH themOther SaaS
9 posts · 11%75%
Average relevance 64 to our niches — these buyers are already in our lane. Outreach beats build.
Recurring asks
• Hiring full-stack developer to build creator rewards platform MVP with integrations
• Build SaaS MVP for roofing industry with referral attribution, customer rewards platform
• Hire full-stack Next.js/Supabase developer to scale marketplace MVP to production.
💰 2/9 mention a budget
Open drilldown
VIEWING DRILLDOWN · 4 posts
What people in E-commerce Automation are actually asking for
4 posts — sorted by relevance to our niches· 1/4 look like real hires (trust ≥50)
Python Automation Tool for Web Portal
T72R35
Build Python web scraping and automation tool integrating work order system with Excel.
Junior Data Researcher & E-commerce & CMS Administrator + Must be in Accra, (Ghana)
T45R35
Junior data researcher and e-commerce CMS administrator for product listing and content management.
⚠ Specific platforms named (WooCommerce, Shopify) and clear responsibilities, but $250 budget for ongoing admin role with data research is unrealistically low for any serious hire.
Weekly Ecomm Site Scrubbing
T20R25
Weekly e-commerce site data auditing, pricing compliance checks, and product listing template building.
⚠ Vague scope, extremely low budget ($8-17/week for ongoing scraping/data work), no named deliverables or timeline clarity.
Junior Data Researcher & E-commerce & CMS Administrator + Must be in Accra, (Ghana)
T45R25
Hire junior data researcher and e-commerce platform administrator for CMS/Shopify management.
⚠ Real job with specific tech stack (WooCommerce, Shopify) and location requirement, but vague deliverables, low budget for multi-role scope, and incomplete job description suggests preliminary/budget-constrained post.
SUB-PATTERNS
Concrete asks within this category
BUDGET DISTRIBUTION
3 of 4 posts state a budget · 5 amounts parsed
Min
$20
Median
$250
Max
$2.5k
≤$100
2
$100-$500
1
$500-$2k
1
$2k-$5k
1
$5k-$15k
0
$15k-$50k
0
$50k+
0
Idea Brief
What to build in this category
Claude reads 4 sample posts in this category and writes a sharp build-or-pitch brief.
DEMAND OVER TIME
Last 7 days · top 5 categories by volume
Lead Gen / DataAI / AutomationOther SaaSDeveloper ToolsE-commerce Automation
FULL DEMAND STACK
All 10 categories · last 7 days
TOP CONTACTABLE BUYERS
Companies extracted from posts — outreach pool
Pro Level Negotiation (PLN)
AI / Automation
Build AI Platform for Real Estate