Market & Talent Intelligence API
Know what's happening in tech before everyone else
GatiFlow collects signals from 11 public sources every 6 hours, scores them, and delivers actionable reports via API. No scraping. No guessing.11 sources. Scored signals. Delivered via API. Every 6 hours.
🎁 All new accounts include a 14-day Pro trial — no credit card required.
The Problem
Tech moves fast. By the time you read about a trend in a newsletter, it's already old news. Manually tracking HackerNews, GitHub, Reddit, and StackOverflow takes hours — and you still miss signals.
The Solution
GatiFlow does it for you. Automated collection from 11 sources, confidence scoring on every signal, and structured reports delivered via a clean API. What takes a team hours, GatiFlow does in seconds.
What You Get
Updated every 6 hours from 11 real data sources
Your Dashboard
Real-time intelligence at a glance — signals, confidence scores, and onboarding in one view.
How It Works
Register
Create your org in 10 seconds. No credit card needed.
Get API Key
One click. Use it in curl, Python, JS, or our dashboard.
Get Intelligence
Scored signals with confidence levels, evidence, and trend velocity.
One API Call Away
curl https://api.gatiflow.io/api/v1/intelligence/report \
-H "X-API-Key: gf_your_key_here"
# → Returns scored signals like:
{
"plan": "pro",
"score": { "overall_confidence": 0.85, "signal_count": 38 },
"sections": {
"market_trends": {
"title": "Technology & Market Trends",
"count": 10,
"data": [
{
"title": "AI SDK adoption accelerating across npm ecosystem",
"detail": "Strength: high | Mentions: 42 | Sources: 5",
"source": "hackernews,github,stackoverflow,reddit,devto",
"confidence": 0.90,
"category": "market_trend",
"evidence": { "mentions": 42, "sources": ["github", "hackernews", "stackoverflow", "reddit", "devto"] }
}
]
}
}
}11 Sources. Real Data. Updated Every 6 Hours.
HackerNews
Trending topics, discussions & Who's Hiring
GitHub
Trending repos and active developer talent
StackOverflow
Technology adoption signals
Community sentiment and trends
Dev.to
Developer content and engagement
TalentHunter
Developer activity scoring
ArXiv
Research papers in CS & AI
PyPI / npm
Package download trends and adoption
Adzuna
Tech job market demand signals
HuggingFace
Trending AI models and datasets
Remotive
Remote tech job signals
Who Uses GatiFlow
VC & Investment Firms
Spot trends 2-4 weeks earlier
Spot infrastructure adoption surges across GitHub and HackerNews before they hit mainstream tech press. Track real traction, not hype.
Tech Recruiters
10 active developers per query
Discover developers actively contributing to trending repos, answering StackOverflow questions, and publishing on Dev.to — each scored by activity level.
Developer Tool Companies
11 communities monitored 24/7
Monitor how your technology is discussed on HackerNews, Reddit, and StackOverflow. Get alerted when competitors gain traction.
Product Teams
38+ signals per report
Every signal includes confidence score, evidence from multiple sources, and week-over-week velocity. Data-driven tech decisions, not guesswork.
Simple, Transparent Pricing
Free
✓ 14-day Pro trial on signup
✓ 200 requests/day (after trial)
✓ 3 signals per report (after trial)
✓ JSON API access
✓ Dashboard access
✓ 1 API key
🛡 Ethical Data
Public APIs only. robots.txt compliant. No scraping.
🔒 Secure by Default
JWT + API Key auth. Encrypted storage. Rate limiting.
📋 GDPR/LGPD
Compliant data handling. Configurable retention. Auditable.
Frequently Asked Questions
Where does GatiFlow get its data?
From 11 public APIs: HackerNews, GitHub, StackOverflow, Reddit, Dev.to, ArXiv, npm, PyPI, Adzuna, HuggingFace, Kaggle, and Remotive. We only use public endpoints and respect robots.txt on every source.
How accurate are the signals?
Each signal includes a confidence score (0-100%) based on mentions across multiple sources, engagement metrics, and cross-source validation. Signals appearing in 3+ sources score above 85%.
Can I filter reports by technology or topic?
Yes. Configure your organization's topics of interest (e.g., 'python, kubernetes, AI') and reports are automatically filtered to only relevant signals.
How is this different from Google Alerts?
Google Alerts sends raw links. GatiFlow collects from developer-specific sources, scores every signal with confidence levels, tracks week-over-week velocity, and delivers structured data via API — not email links.
Is my data secure?
Yes. JWT RS256 authentication, encrypted API keys (SHA256), OWASP security headers, per-org data isolation, and full GDPR/LGPD compliance including data export and deletion.
What happens after the 14-day Pro trial?
Your account automatically downgrades to the Free plan (200 requests/day, 3 signals per report). No charge. You can upgrade to Pro or Business anytime.
Start getting intelligence today
Free tier. No credit card. Takes 10 seconds.