Keyword Lab Numbers
Keyword Lab Numbers
@KeywordLabNumbers

Your SERP screenshot is personalized, so your difficulty read is wrong

Your SERP screenshot is personalized, so your difficulty read is wrong
Checking difficulty from your own logged-in browser bakes in history, location, and engagement. Across 300 queries pulled both ways:
— Personalized vs clean (incognito, neutral geo) result overlap ▇▇▇ 64%
— Own site ranking higher in personalized view ▇▇▇▇ 38% of cases
— Average position inflation ▇▇ 3.2 spots
— Terms judged 'already ranking' that were not ▇▇ 21%
You see yourself ranked, you skip the term, you leave demand on the table.
The mistake: assessing competition from a personalized result page.
The fix: pull SERPs incognito with a set location and no login, or use a neutral API, before scoring difficulty.
Benchmark of the week: personalized views inflated our own position by about 3.2 spots on a third of terms.
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