Estimates are based on free signals — direction, not gospel. No tool (paid or free) shows 100% real Google data.
🚪 Gate v2 Checks
🏟️ SERP Composition — Who's Ranking?
| # | Site | Type | Authority | Signal |
|---|
❓ People Also Ask
🔗 Related Searches
📶 Volume Signals (how the estimate was built)
⚠️ Volume is estimated from free public signals — not Google clickstream data. Use for direction, cross-check with paid tools for critical decisions.
🧠 Semantic Keyword Clustering
Paste keywords (one per line). The tool groups them by meaning — each cluster = one article opportunity.
📦 Clusters Found: 0
🗺️ Suggested Content Map
📊 Bulk Keyword Analysis
Paste up to 20 keywords (one per line). Get Gate v2 verdicts for all — PASS results float to the top.
📋 Results
| Keyword | Verdict | Volume | KD | Intent | SERP |
|---|
📈 Lifetime Dashboard
Verdict Distribution
Top Intents Researched
🕐 Recent Activity
👁️ Keyword Watchlist
Track keywords over time. Re-check anytime to see if the SERP changed.
📚 Research History
Saved on this device. Your past analyses for quick reference.
ℹ️ How This Tool Works
🎯 Gate v2 Algorithm
Implements Shohan's Keyword Gate v2: Volume + KD + Beatable SERP must all pass.
- Established: ≥1000/mo est. + KD Low (≤30) + beatable SERP
- New release: ≥300/mo est. + KD Low + beatable SERP
- No-blog opportunity: >100/mo est. + KD Low (SERP leg waived)
- Ghost: ≤100/mo = FAIL always
📊 Data Sources (all free)
- Google SERP (organic top 10, country-targeted)
- Site-type classifier (blog / retailer / brand / news / forum)
- Authority heuristic (tiered estimation)
- Volume signals (autocomplete, ads, PAA, related searches)
🐍 Python Modules
- stealth.py — Anti-blocking: UA rotation, random delays, header randomization
- analyzer.py — Content depth analysis of competitor pages
- cluster.py — Semantic keyword clustering (TF-IDF + Jaccard)
- ml_predictor.py — Learns from your build/skip decisions (k-NN)
⚠️ Honest Limitations
No free tool shows 100% accurate Google data — not this one, not Ahrefs either (they estimate from clickstream). Use this tool for direction and speed: it applies your Gate v2 logic consistently and instantly. Cross-check critical decisions with paid tools.