Sample 1 — cluster.csv snippet
Jaccard 0.35 · 8 rows · intent + he_tags · hl=iw gl=il
From samples/cluster.csv — keyword-steroids-70 Jaccard + 47 lexicons. Canned compost niche, same as gap 100 would produce.
keyword,cluster_topic,intent,he_tags,source,hl,gl
best compost bins,compost,commercial,best,seed a,iw,il
compost bin price,compost,commercial,price,suggest,iw,il
cheap compost bin,compost,commercial,cheap,suggest,iw,il
compost bin review,compost,commercial,review,suggest,iw,il
קומפוסט ביתי מומלץ,קומפוסט,commercial,מומלץ,suggest,iw,il
מחיר קומפוסטר ביתי,קומפוסט,commercial,מחיר,suggest,iw,il
How to verify Jaccard
from he_keyword_tool.core import jaccard_cluster
cluster = jaccard_cluster(keywords, threshold=0.35)
# canned 11 -> ≥5 clusters at 0.35 (gate 56/56)
# commercial tags from INTENT_LEXICONS 47 rows
Open cluster.csv →
Sample 2 — SERP mock
SERP · Related + PAA + featured hint · no key
From samples/serp-mock.html — gold_keyword_serp_features shape. HTML scrape hl=iw gl=il.
compost bin price — 3 features
PAA Yes 4Shopping Nocommercial · price
Related: compost bin cost | best compost bins | קומפוסטר מחיר
PAA: What is the best compost bin for home? · How much does a compost bin cost?
<div class="serp-card">
<h3>compost bin price</h3>
<span>commercial · price</span>
Related: compost bin cost | best compost bins
Open serp-mock.html →