Market & Talent Intelligence API
Know what's happening in tech before everyone else
GatiFlow collects signals from 12 public sources every 6 hours, scores them, and delivers actionable reports via API. No scraping. No guessing.12 sources. Scored signals. Delivered via API. Every 6 hours.
All new accounts include a 14-day Starter 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, dev.to, and StackOverflow takes hours — and you still miss signals.
The Solution
GatiFlow does it for you. Automated collection from 12 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 12 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": 59 },
"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,devto,sec_edgar",
"confidence": 0.90,
"category": "market_trend",
"evidence": { "mentions": 42, "sources": ["github", "hackernews", "stackoverflow", "devto", "sec_edgar"] }
}
]
}
}
}12 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
Dev.to
Developer content and engagement
ArXiv
Research papers in CS & AI
OpenReview
Peer-reviewed AI/ML papers and conference submissions
PyPI
Python package download trends
npm
JavaScript package download trends
Adzuna
Tech job market demand signals
HuggingFace
Trending AI models and datasets
Remotive
Remote tech job signals
SEC EDGAR
AI mentions in 10-K, 10-Q, 8-K filings
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
12 sources monitored every 6 hours
Monitor how your technology is discussed on HackerNews, dev.to, and StackOverflow. Get alerted when competitors gain traction.
Product Teams
Up to 100 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
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 12 public sources: HackerNews, GitHub, StackOverflow, Dev.to, ArXiv, OpenReview, npm, PyPI, Adzuna, HuggingFace, Remotive, and SEC EDGAR. 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, HMAC-SHA256 hashed API keys with server-side pepper, Fernet-encrypted webhook secrets, OWASP security headers, per-org data isolation, and full GDPR/LGPD compliance including data export and deletion.
What happens after the 14-day Starter trial?
Your account automatically downgrades to the Free plan (10 requests/day, 3 signals per report). No charge. You can upgrade to Starter, Pro, or Business anytime.
Start getting intelligence today
14-Day Trial tier. No credit card. Takes 10 seconds.