The emotions behind the low stars
- Anger1.3%
- Disappointment1.3%
Share of reviews carrying each emotion. The report pairs every one with the themes and the words behind it.
Auto Repair Shop · Greater Manchester
We read 10,163 public reviews across 601 businesses (1 January 2026 – 15 September 2026). Here is what they add up to: what customers complain about most, which businesses carry it, and what would stop it.
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The solution
Nobody has time to read every review left in Auto Repair in Greater Manchester. We read all of them and show where the complaints cluster, so a problem shows up in the words before it shows up in the stars.
The emotions behind the low stars
Share of reviews carrying each emotion. The report pairs every one with the themes and the words behind it.
The businesses at risk
154 of 321 sit below the market on both rating and consistency.
The method
No surveys, no panels, no guesswork. Just what customers already wrote, read properly.
Every public review left for 601 businesses in Auto Repair in Greater Manchester, 1 January 2026 – 15 September 2026.
Each review is scored for sentiment and emotion, and the phrases customers repeat are counted across the whole market.
It is written up as the Complaint Report: the complaints ranked by weight, the stories behind them, which businesses carry the most, and the fixes.
The benefits
The Complaint Report ranks what customers here complain about by weight, tells the stories behind the complaints, shows which businesses carry the most of them, and sets out the fixes.
Free edition
Built from the same 10,163 reviews and sent to your inbox with its password. No card, no call.
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