Get original text written by real people in the countries and languages you choose. Describe what to write, set the pay and approve only the answers that fit.
Written by real peopleAny country and languageReview every answer
190+
Countries
13,487
Tasks completed
12,000+
Registered workers
~4 Hours
Avg time to results
Launch a writing task yourself and start receiving text from real contributors, without long negotiations.
Add the questions, topics or prompts you need answers to. Set the language, length and tone, and include an example of a good answer.
Questions, topics or promptsExample answer for referenceRules for length and language
Select the countries your contributors should come from and how many submissions you need. Local writers give you natural phrasing in their own language.
Any number of countries in one taskNative writers by countryYou set the total volume
Your task becomes available to workers in the selected countries. They read your instructions and write original answers on their phones or computers.
Original text, not copiedNatural everyday languageNew people in every submission
Read every submission, approve the text that meets your requirements and reject the rest. Keep your dataset clean from the start.
Read every answerApprove or reject each submissionClean data for trainingSet up a task for the exact text your model needs. Contributors follow your instructions and write in their own words.
Contributors write questions people actually ask, or answer the questions you provide. Use the pairs to train and test chatbots and assistants.
Your questions or theirsShort or detailed answersMany topics and domainsWorking with model answers? See LLM training data
Create a text taskWorkers describe objects, places, situations or images in their own words. Useful for captioning, search and models that connect text with images.
Objects, scenes and imagesLength you defineEveryday vocabularyContributors write short conversations by roles, such as a customer and a support agent. Train assistants to follow real back-and-forth exchanges.
Role-based conversationsNatural turns and repliesScenarios you chooseBuilding a chatbot or voice assistant? See conversational AI data
Create a text taskWorkers share opinions on topics or products you describe, with positive, negative and mixed views. Used for sentiment and intent models, never published as reviews.
Positive, negative and neutralHonest everyday wordingFor training only, not publishingNeed existing text labeled instead? See NLP training data
Create a text taskContributors rewrite sentences you provide in their own words, simplify text or change its tone. Help models understand that different phrases mean the same thing.
Your sentences, their wordsDifferent tones and stylesMany versions per sentenceGet writing from native speakers of local languages, including everyday slang and regional phrasing that is hard to find online.
Native writers by countrySlang and regional phrasingLanguages with little online text
Ask contributors to add the details you need next to their answer, such as language, topic or tone. You get text with context, ready for labeling or training.
Your setup
Choose Text collection, add your questions or prompts and write rules for language, length and tone.
Text collection task typeQuestions or prompts in instructionsRules for length and languageYour view
Each submission arrives with the worker's text and the details you asked for, ready to review and approve.
Text and context in one submissionWorker country on every submissionApprove or reject each answerChoose where your writers come from and tell them exactly what to write. Every submission comes from a different person.
Accept workers from all countries or pick specific ones by continent or individually. Get local phrasing and topics from each market.
Describe who should write in your instructions, such as native language, age group or field of work. Reject submissions that do not match.
Add one or two examples of a good answer so contributors match the length, tone and format you expect.
Each worker can complete your task only once. Set the number of submissions you need and get text from that many different people.
You decide what counts as a good answer and review every submission before it joins your dataset.
Set the language, length, tone and topics, and say what must not be included.
Show good and bad examples so contributors know exactly what you expect.
Read each submission and accept only text that meets your requirements.
Launch a separate task where other workers check answers for accuracy and language.
Every answer comes from a real person who chose to take your task and knew what it was for.
Your task description explains what people will write and that the text will be used to train AI.
Nobody is assigned to your task. Each worker decides to take it and submits their text on their own.
Each submission comes from a specific worker in the country you selected, written specifically for your task.
You set the pay per task. Adjust the numbers to see what your project will cost, with the 15% platform fee included.
How long it takes a worker to complete one task.
Minimum pay is $0.10 per task. Need more answers later? Extend the same task instead of creating a new one.
Text data collection is gathering original writing from real people to train and test language models, chatbots and search systems. Good datasets include many writers, topics, styles and languages.
You set the pay for each task, starting from $0.10, plus a 15% platform fee. Longer or more demanding writing usually needs a higher pay rate. A campaign starts from $0.30.
Any language spoken by workers in the countries you select. Choose the countries and state the required language in your instructions.
You decide. Set the minimum and maximum length in your instructions, from one sentence to several paragraphs.
Ask workers in your instructions to write in their own words without AI tools or copying. Review answers carefully, reject anything that looks generated or copied, and use a second review task for large projects.
Yes. Add your questions, topics or prompts to the instructions and workers will answer them one by one.
You can accept workers from all countries or choose specific continents and countries when you create the task.
You read every submission yourself and approve or reject it. For larger projects, you can launch a separate task where other workers check accuracy and language.
Yes. Extend your existing task instead of creating a new one. Workers who already took part still cannot submit again.
If you need a special format, a review flow of your own or help with your instructions, contact us through the form below and we will set it up with you.
Need high volume, rare languages or help writing your prompts? Send a message and we will set it up with you.