05 September 2026
Clickstream tools vs Planner data disagree most on zero-click terms Volume comes from two model families: Google's own ad data (Planner-based) and clickstream panels (browsing data from real users). A…
04 September 2026
Google Keyword Planner bands a 70-590 query as '500' Keyword Planner (the free Google Ads tool, GKP) shows ranges, not exact volume, unless you spend. We mapped 600 terms against a paid tool's point e…
03 September 2026
Keyword difficulty scores miss the real blocker 38% of the time Difficulty (KD) is a referring-domains proxy. We checked 800 mid-KD terms (30-50) against a manual look at page one. — KD said 'medium',…
02 September 2026
Volume gap between Ahrefs and Semrush averages 27% Across 1,200 shared keywords we pulled from both tools on the same day, monthly volume estimates diverged more than most teams assume. — Ahrefs reads…
01 September 2026
Acting on a keyword decision without checking the sample size behind it Volume, KD, and CTR are all estimates from samples, and small samples swing hard. Across 1,000 low-volume terms re-pulled twice …
31 August 2026
Optimizing for the exact phrase ignores the 80% of traffic from variants A ranking page earns clicks from hundreds of variant queries, not just the one you tracked. Across 500 ranked URLs: — Traffic f…
