Posts analysed
776
613 SaaS-shape
Top demand
55%
Lead Gen / Data
Fastest growth
47x
Developer Tools
Avg fit · our niches
31
broaden the niches?
BUILD CANDIDATES
Top 3 opportunities — ranked by demand × fit
#1
BUILD itLead Gen / Data
339 posts · 55%869%
339 posts (55% of all SaaS demand) — strongest signal in the corpus. Build a horizontal product into this space.
Recurring asks
• Scrape 100k agency leads from Clutch.co with verified decision-maker contact details.
• Hiring full-stack engineer for AI-native lead generation SaaS platform, sourcing and campaign systems.
• Build referral attribution and customer rewards SaaS MVP for roofing industry with detailed spec
💰 174/339 mention a budget
Open drilldown
#2
BUILD itAI / Automation
78 posts · 13%1114%
78 posts (13% of all SaaS demand) — strongest signal in the corpus. Build a horizontal product into this space.
Recurring asks
• Hire senior full-stack developer to build B2B SaaS MVP with Next.js, Supabase, Claude API integration.
• Hire senior full-stack dev to build MVP from existing AI SaaS prototype with clean architecture
• Hire senior full-stack dev to build AI SaaS MVP from existing prototype with clean architecture.
💰 34/78 mention a budget
Open drilldown
#3
BUILD itOther SaaS
65 posts · 11%929%
65 posts (11% of all SaaS demand) — strongest signal in the corpus. Build a horizontal product into this space.
Recurring asks
• Hire full-stack Next.js/TypeScript developer to build SaaS MVP with PostgreSQL, auth, and asset tracking.
• Hiring full-stack developer to build complete SaaS MVP with auth, billing, dashboards
• Hire full-stack developer to build SaaS platform from Figma designs with auth, dashboards, integrations.
💰 19/65 mention a budget
Open drilldown
VIEWING DRILLDOWN · 10 posts
What people in Property & Real Estate are actually asking for
10 posts — sorted by relevance to our niches· 5/10 look like real hires (trust ≥50)
Full-Stack Developer for MVP Launch (AWS Bedrock, LangChain Experience Needed)
T78R92
Full-stack dev needed to build AI-powered real estate SaaS MVP using AWS Bedrock, LangChain.
Real Estate Deal Analysis Platform (Belgium)
T78R72
Build real estate investment analysis database and AI acquisition agent for Belgian properties
Airtable Workflow Builder for Real Estate
T15R72
Build Airtable MVP workflow system for real estate investment deal flow and decision intelligence
⚠ $20 budget for multi-week MVP build with AI integrations and complex workflows is severely unrealistic and indicates either a ghost client or fundamental misunderstanding of scope.
Database Research & CRM Data Quality Specialist
T8R35
Clean and deduplicate 3,300 real estate records for CRM import using county records.
⚠ $5 budget for 3,300 records of manual research work is absurdly exploitative and signals either a fake post or someone with no understanding of labor value.
Senior Python/FastAPI Developer for Real Estate Public Records Platform
T72R15
Hire senior Python/FastAPI backend engineer for real estate data platform backend stabilization.
Full-Stack TypeScript Developer for Real Estate Platform
T72R10
Full-stack TypeScript developer needed to finalize real estate membership platform launch
Senior Python Data Engineer – Real Estate Data Pipelines, Scraping & Geospatial (France)
T72R8
Hiring senior Python engineer for real estate data pipeline backend development.
Real estate lead generator
T25R5
UAE real estate owner seeking lead generation help to sell properties
⚠ No budget, vague scope, no deliverables, and reads like an informal request rather than a professional hire post.
Property Research – Match Homes by Building Code on Ocean County NJ Tax Site (Multiple Streets)
T25R5
Research homes by building code on NJ tax records site; data collection task.
⚠ Real public records research task but extremely low budget ($150) for extensive manual scraping across 19 streets with individual record inspection; likely underpaying or testing.
Data extraction from websites
T25R5
Manual real estate data entry research assistant for property listing compilation.
⚠ Low budget ($3-7K for 1000-10K observations = $0.30-7 per record), vague timeline, manual data entry work outside our digital design niche.
SUB-PATTERNS
Concrete asks within this category
BUDGET DISTRIBUTION
5 of 10 posts state a budget · 5 amounts parsed
Min
$5
Median
$150
Max
$1.0k
≤$100
2
$100-$500
2
$500-$2k
1
$2k-$5k
0
$5k-$15k
0
$15k-$50k
0
$50k+
0
Idea Brief
What to build in this category
Claude reads 10 sample posts in this category and writes a sharp build-or-pitch brief.
DEMAND OVER TIME
Last 30 days · top 5 categories by volume
Lead Gen / DataAI / AutomationOther SaaSDeveloper ToolsE-commerce Automation
FULL DEMAND STACK
All 14 categories · last 30 days
TOP CONTACTABLE BUYERS
Companies extracted from posts — outreach pool
Pro Level Negotiation (PLN)
AI / Automation
Build AI Platform for Real Estate
Navigate With Me
Other SaaS
AI powered SaaS product
FloLead
Lead Gen / Data
Backend Developer Needed to Clean Up and Expand MVP Website
Sphere Inc.
Property & Real Estate
Full-Stack Developer for MVP Launch (AWS Bedrock, LangChain Experience Needed)
EarlyEd Technologies
EdTech / LMS
Full-Stack Development Team or Agency for a Production Web-Based SaaS Platform
My Adam Preview
AI / Automation
Developer Needed to Turn an AI SaaS Concept Into an MVP (Vibe-Coded Prototype Already Exists)
Noveraq Ltd
Fintech / Billing
Full Stack Developer — AI Powered Contract & Billing Analysis MVP (Claude API)
PitBook
Other SaaS
Flutter Developer Needed for Vehicle Maintenance App (Firebase, iOS MVP)