Fake Review Detector Game

Examine fictional reviews, uncover repeated phrases, compare sentiment and behaviour patterns, then make careful decisions while avoiding unfair accusations and costly classification errors responsibly.

Educational simulation: every reviewer, product, account, and behaviour record is fictional. A single clue never proves deception.
Case generator

Configure an investigation

Score
0
Accuracy
0%
Streak
0
Case
0 / 10
Time
--
Rank
Review Rookie
Investigation canvas

Select Start game

Game ready.
Investigation tools

Inspect the evidence

Choose a tool after starting a case.
Evidence notebook
Notes are stored locally.
Evidence selection

Which clues support your decision?

Final judgement

Classify this review

Keyboard: G genuine, F suspicious, U uncertain, Enter submit.
Batch and comparison

Related fictional reviews

Related reviews appear during an active case.

Reviewer profile

Behaviour summary

Start a case to inspect fictional account activity.
Performance dashboard

Session analytics

How to play

Investigation workflow

  1. Read the review and account profile.
  2. Use tools to inspect wording and behaviour.
  3. Select evidence without treating one clue as proof.
  4. Choose genuine, suspicious, or uncertain.
  5. Set confidence and submit your decision.
Responsible detection

Fairness reminders

  • Sentiment alone is insufficient.
  • Unusual writing can have innocent causes.
  • Protected traits are never risk signals.
  • False accusations carry meaningful costs.
  • Real moderation requires broader evidence.
Feature guide

Included game systems

Language analysis

Promotional phrasing, repetition, emotional exaggeration, detail level, grammar, and rating mismatch.

Behaviour analysis

Account age, review bursts, category spread, verified status, helpful votes, and posting intervals.

Learning feedback

Accuracy, calibration, false-positive control, missed evidence, ranks, streaks, hints, and local progress.

Related Calculators

Tokenisation ChallengeWord Embedding ExplorerText Sentiment BattleIntent Recognition GameNamed Entity HuntNext Word PredictorText Classification ArenaChatbot Training GameText Similarity Match

Important Note: All the Calculators listed in this site are for educational purpose only and we do not guarentee the accuracy of results. Please do consult with other sources as well.