100 Job Strategies
100 Job Strategies · 55 of 100
Review-Site Arbitrage
Read the complaints their own employees wrote, then apply as the fix.
In short
Employee review sites contain the same grievances repeated across dozens of reviews — the recurring complaint is the company's actual, unresolved problem. Applying positioned as the answer to that specific problem means addressing something leadership already knows about and has failed to solve.
The situation
Someone reads forty employee reviews of a company before an interview, looking for red flags.
What they find is the same sentence, written by eleven different people over two years: there is no proper onboarding, you are left to work it out yourself.
Most candidates would read that as a warning. It is also a brief.
The hiring manager knows. Their leadership team knows — it appears in their engagement survey every year. Nobody has fixed it because nobody has owned it.
A candidate who walks in able to talk about how they would fix onboarding is addressing a problem the company has been carrying visibly for two years.
Why this works
Review sites are the only place a company's internal problems are described publicly by the people experiencing them.
Individual reviews are unreliable — written by the disgruntled and the recently promoted, often at emotional extremes. But patterns across many reviews are genuinely informative. A complaint appearing once is one person's experience; the same complaint appearing in fifteen reviews over two years is a structural problem.
Companies are acutely aware of these patterns. Leadership reads their own reviews, and the recurring criticisms also appear in exit interviews and engagement surveys. The problem is typically not ignorance but ownership: everyone agrees onboarding is broken and nobody's objective includes fixing it.
That is where a candidate can be unusually compelling. Arriving with a specific view on a problem the company already acknowledges positions you as a solution rather than a generic applicant. It also demonstrates research depth that almost nobody bothers with.
The intelligence value is equally important. The recurring complaint tells you what working there is actually like, which is what you need in order to decide whether you want the job, and which questions to ask in interviews to test whether it is improving.
How to run it
- 1
Read a lot of reviews, not a few
Thirty or forty across several years. Patterns only emerge at volume, and small samples are dominated by outliers.
- 2
Ignore the extremes and look for repetition
Discard the furious and the glowing. What matters is the specific criticism that appears again and again in otherwise moderate reviews.
- 3
Check whether the complaint persists over time
A problem described in reviews from three years ago and last month is unresolved. One that stops appearing may have been fixed.
- 4
Judge whether it is fixable by you
Broken onboarding, unclear priorities and poor tooling are addressable by a good hire. A toxic executive is not.
- 5
Position without quoting the reviews
Never say you read complaints about them. Raise the topic as a thing you care about and are good at, and let the relevance land.
- 6
Test it in the interview
Ask how new people are brought up to speed. The answer tells you whether the problem is acknowledged and whether you would be supported in fixing it.
What to say
When it does not work
- Quoting the reviews to them. Telling a manager you read complaints about their company is insulting and ends the conversation. Position the skill, never the source.
- Trusting small samples. A handful of reviews reflects individuals, not the organisation. Patterns need volume to be meaningful.
- Problems you cannot fix. A bad executive, a failing business model or a toxic culture will not be solved by one hire, however capable.
- Selection bias. People write reviews when they are angry or when HR asked them to. The picture is skewed in both directions.
- Stale complaints. Companies do fix things. Check that the criticism appears in recent reviews before positioning around it.
The recurring complaint in a company's reviews is a problem its leadership already knows it has. Arriving as the answer to it is a much better pitch than enthusiasm.
Questions
How many reviews do I need to read to see a real pattern?
Thirty to forty across at least two years, which is enough for genuine patterns to separate from individual grievances. Small samples are dominated by outliers, since people are most motivated to write reviews when they are either very angry or recently promoted. What you are looking for is a specific criticism that recurs in otherwise measured reviews, because that consistency across many independent authors is what distinguishes a structural problem from one person's bad experience.
Should I ever mention the reviews in an interview?
No. Telling a hiring manager that you read complaints about their company is insulting regardless of how diplomatically it is phrased, and it immediately puts them on the defensive. The approach that works is raising the underlying topic as something you care about and are good at, which lets the relevance land without anyone having to acknowledge the source. If they mention the problem themselves, you can then engage with it directly.
Are employee reviews reliable enough to act on?
Individually no, in aggregate reasonably. Review sites suffer from significant selection bias in both directions: people write when they are aggrieved, and companies sometimes encourage positive reviews after good news. What survives that bias is repetition. A specific, concrete complaint appearing independently across many reviews over several years is describing something real, even if any single review is unreliable as evidence.
How do I tell a fixable problem from a reason to avoid the company?
Ask whether one capable hire in the relevant role could plausibly change it. Broken onboarding, undocumented systems, unclear priorities and poor tooling are all addressable by someone with the right remit. A toxic senior executive, a failing business model, chronic underinvestment or a culture problem spanning the whole organisation are not, and applying as the fix for those means walking into something you cannot solve and will be blamed for.
More from 100 Job Strategies
- Backfill Sniping
- The Funding Lag
- The Unsolicited Audit
- The Vendor Side Door
- Repost Archaeology
- Ex-Employee Networks
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