What it is
Lightly reworded variants of the same page, often spun for many locations or keywords, read as low-quality and risk scaled-content penalties. One strong page beats many spun ones. Lightly-reworded copies. Recreates commodity patterns and risks scaled-content-abuse. Merge into fewer, stronger originals.
Why does near-duplicate / spun variants matter for AI search?
Recreates commodity patterns and risks scaled-content-abuse.
How do you fix it?
Merge into fewer, stronger originals.
How do you find it on your site?
- Find sets of near-identical pages with only minor wording changes.
- Assess whether each location or variant genuinely needs its own page.
- Merge them into fewer, genuinely distinct pages.
- Add real, local or specific substance to any that remain.
Which ranking and citation factors does it touch?
Spun variants trigger quality and scaled-content concerns. Fewer, distinctive pages perform better and stay safe.
What is the impact?
Medium-high; policy risk. Direct.
What is the evidence?
Avoid spun/scaled near-duplicates. Google Search Central, Spam policies: Scaled content abuse
Frequently asked questions about near-duplicate / spun variants
What does "Near-duplicate / spun variants" mean?
Lightly-reworded copies.
How do you fix near-duplicate / spun variants?
Merge into fewer, stronger originals.