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Tasks

The types of tasks you will find on Bookxy

1 March 2026 · 5 min read

Labelling, written responses, comparisons, audio, image capture and language work: a tour of the main task families and what each one demands.

Task briefs vary endlessly, but nearly all of them belong to one of a few families. Knowing the families helps you pick work that suits how you think.

Classification and labelling

You are shown an item and asked to place it in a category, tag it, or mark parts of it. These tasks are fast, repetitive and forgiving of interruption, which makes them good for short sessions. The skill is consistency: applying the same rule to the hundredth item as to the first.

Written responses

You answer a prompt in your own words. Length and tone are specified. These pay more per task and reward people who read carefully and write clearly. Specificity beats eloquence every time.

Comparison and preference

You are given two candidate outputs and asked which is better, and often why. The value here is your judgement, so a one word answer wastes the task. Say what made the difference: accuracy, tone, completeness, or whether it would actually be understood by a real reader.

Audio

Recording speech in your language, or transcribing audio into text. Recording tasks want a quiet room, a steady phone and natural delivery rather than a performance. Transcription tasks want exact words, including the awkward ones.

Image and video capture

Photographing objects, places or actions to a specification. Read the constraints closely: lighting, angle, background and framing are usually all specified, because the resulting dataset is useless if half the images were shot differently.

Language work

Translation, checking a translation, or judging whether text reads naturally. Demand is highest for languages with little written material online, and native fluency matters more than formal qualifications.

Quality assurance

Checking other work against a rubric. These tasks require patience and an eye for the small error that everyone else skimmed past.

Picking your lane

Most contributors settle into two or three families. Try each one, notice where your acceptance rate is highest, and lean into that while keeping your qualifications broad enough to catch new batches.

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