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Glassdoor is not reliable. Companies can pay to suppress negative comments.
They exist, but are very few - their articles get stolen by unscrupulous copycats, or the AI slop buries them in noise. It's like panning for gold, but instead of a bubbling creek it's sewage runoff. I hardly ever find trustworthy results on the first page any more, you got to go several pages deep until you stop seeing the "Top N you absolutely need to buy!" results.
I know Glassdoor has issues. I didn't know they allowed suppression of comments. I imagine a former employer of mine would have gladly paid $$$ to fix their 1.7* rating rather than actually pay us more so we could actually give them a higher rating. Instead they had new hires rate the place highly before they got dumped into the live operation. Still one of the lower ranked companies on Glassdoor.
I found a few similar sites that seem more "pure", but they really only work for the tech industry.
I agree with you about the torrent of sewage. Its hard to find good data. Honestly, a 1yr pre-enshittification reddit dataset searched with Ctrl+F is likely better at answering many questions than today's google search.