There's a moment in every critic's week when they realize their 800-word assessment of a show or film has been reduced to a single number on an aggregator site. That number will determine, for many viewers, whether the thing gets watched at all.
This isn't controversial to state. But here's the contrarian part: the problem isn't that aggregators exist. The problem is that we've collectively decided they should be the primary way audiences discover and evaluate entertainment.
Consider the recent documentary coverage around "The End of Tom Six." A filmmaker sharing his experience with multiple sclerosis through confessional cinema is, by any measure, significant work. It demands engagement on multiple levels: as documentary craft, as personal testimony, as artistic statement. A traditional review might explore how Six balances dark humor with vulnerability, or whether the self-defense elements undermine the intimacy.
But in the aggregator age, what matters most is whether critics collectively rate it "fresh" or "rotten." The nuance evaporates. A reviewer who loved the artistic ambition but found pacing issues contributes the same data point as someone who thought it was transcendent.
The real issue isn't reviewer disagreement. That's always existed and is actually healthy. The issue is that platforms have monetized consensus. Studios use scores to market films. Streaming services use them to recommend content. Audiences use them to avoid risk. Everyone benefits from the illusion of objectivity that a number provides, even though everyone knows it's a false comfort.
Here's what's happening: aggregators are incentivizing a specific kind of reviewing. Critics feel pressure to land on one side of the "rotten" line because half-measures don't move needles. You see more binary assessments. More "this is great" or "this is bad." Fewer reviews that say "this is complicated and here's why."
And the platforms? They keep piling on metrics. Now you've got score breakdowns by demographic. Critical consensus displayed differently than audience scores. Multiple aggregators competing to define what "good" means. It's not simplification. It's accretion. We've solved nothing; we've just added more layers of interpretation between the work and the viewer.
The winners in this ecosystem are operators who do the opposite. Publications that stand behind individual critic voices rather than hiding behind averages. Platforms that recommend based on reading actual reviews, not scoring systems. Streaming services that promote work based on "critics who loved this also loved that" rather than "this scored 78."
There's an economic incentive here too. Audiences actually want guidance. They want to understand whether something matches their taste. That's a service aggregators claim to provide. But they provide it poorly because they're optimizing for scale, not accuracy.
The evidence isn't hard to find. Look at how often a show bombs in aggregate scores but develops passionate fanbases. Look at how many "Rotten" films get reassessed years later. Look at award-season discourse, where critics suddenly develop opinions completely different from what aggregators suggested they held.
We don't have an honesty problem in criticism. We have a presentation problem. We've taken a fundamentally interpretive activity and wrapped it in the language of measurement.
The fix isn't eliminating aggregators. It's devaluing them. Publications should stop promoting their review scores in press releases. Platforms should stop highlighting aggregates more prominently than individual critical perspectives. Audiences should resist the temptation to let a number make decisions their eyes and ears should make.
Real simplification looks like this: here's a review by someone whose taste you've learned to trust, based on whether you've agreed with them before. That's it. That's the clean system.
Instead we keep building more complex apparatus to solve a problem that doesn't require technology: how do I decide what to watch?
Sometimes the answer is actually just "read a good review."