DiscoverText

Name: DiscoverText
Price: 99 USD

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Score6.8

Rank#1 of 36

From$99/mo

Free planNo

Free trialYes

Runs onAPI, Web

Summary

DiscoverText is a cloud-based service for mining, annotating, and analyzing multilingual text collections with machine learning. It can handle free text and metadata from surveys, customer feedback, CRM, chats, email, public comments, X/Twitter, and RSS feeds. Users can build reusable classifiers called sifters to find relevant material and sort it by topic, sentiment, or other categories. Its described process combines machine classification with human annotation, crowdsourcing, adjudication, measurement, and iteration. For eDiscovery, it offers deduplication, clustering of near-duplicates, and document redaction that can create Bates-stamped, spreadsheet-indexed PDF collections. Students and professors may receive free access, training, and project support from the founder; academic group licenses are also listed as free. The API is limited to licensed Enterprise users granted an API key, and its documented operations include projects, archives, buckets, datasets, deduplication, clustering, and tag clouds. The maker says it no longer collects Twitter data in real time and is not connected to Facebook’s open API. Professional costs $99/mo; Enterprise costs $3,000/mo.

Who it is for

DiscoverText suits researchers and teams analyzing large multilingual text collections from sources such as surveys, customer feedback, CRM, and email. Its annotation and eDiscovery tools may also suit users working with document review and text classification.

What is good

Builds reusable text classifiers called sifters
Supports sentiment and topic classification
Includes deduplication and near-duplicate clustering
Academic group licenses are 100% free

What to know first

Cannot collect Twitter data in real time
API access is limited to licensed Enterprise users
Professional costs $99/mo

Verdict

DiscoverText brings machine classification, human annotation, and eDiscovery functions together in a cloud service. Its Professional plan starts at $99/mo, while some academic access is available free.

DiscoverText plans and pricing

All plans

Professional $99/mo $99 / month 100,000 Units · 25 Live Data Feeds · 1 Professional Seat · 0 Enterprise Seats · Unlimited Projects · analytic & reporting tools · adjudication tools · Cloud Explorer · standard support · Gnip availability app.discovertext.com · 1 Oct 2026

Enterprise $3,000/mo $3,000 / month 1,000,000 Units · 100 Live Data Feeds · 1 Enterprise Seat · 2 Professional Seats · Unlimited Projects · Top Meta · Active Learning · interactive histograms · FOIA Toolkit · priority support · Gnip availability app.discovertext.com · 1 Oct 2026

Custom Enterprise Not published contact us Custom account package app.discovertext.com · 1 Oct 2026

Compared on text analytics software

Free plan: Yesdiscovertext.com
Paid from: $99/modiscovertext.com

Facts

Purpose: DiscoverText provides cloud-based tools for multilingual text mining, annotation, machine learning, and analysis of large amounts of text.discovertext.com · 1 Oct 2026
Data sources: The product is described for analyzing free text and metadata from sources including surveys, customer feedback, CRM, chats, email, public comments, X/Twitter, and RSS feeds.discovertext.com · 1 Oct 2026
Classifiers: Users can build reusable custom machine classifiers called “sifters” to identify relevant items and classify text into topics, sentiment, and other categories.discovertext.com · 1 Oct 2026
Human and machine coding: The maker describes combining human annotation, crowdsourcing, adjudication, measurement, iteration, replication, and annotator ranking with machine learning.discovertext.com · 1 Oct 2026
eDiscovery: The product supports deduplication and automated clustering of near-duplicates, and document redaction that can produce Bates-stamped and spreadsheet-indexed PDF collections.discovertext.com · 1 Oct 2026
Academic access: Students and professors can receive free access, training, and project support directly from the founder; a separate page says academic group licenses are 100% free.discovertext.com · 1 Oct 2026
Trial: The pricing page says a free trial account is available for up to 30 days with enterprise-level features; the trial signup page separately labels its offer a 7-day free trial.app.discovertext.com · 1 Oct 2026
API access: The API is for licensed Enterprise users whose license has been granted an API key.api.discovertext.com · 1 Oct 2026
API capabilities: The API documentation lists project, archive, bucket, dataset, deduplication, clustering, and tag-cloud operations; search, word-cloud building, and some reporting are marked as forthcoming.api.discovertext.com · 1 Oct 2026
Twitter collection limit: The maker says DiscoverText can no longer collect Twitter data in real time and says it has not been connected to Facebook’s open API since 2014.discovertext.com · 1 Oct 2026
Social data access: The maker says it does not store or access social data except Twitter, while researchers may upload non-Twitter data they already have in spreadsheets.discovertext.com · 1 Oct 2026
Support: The pricing page lists standard support for Professional and priority support for Enterprise.app.discovertext.com · 1 Oct 2026
Company: The pricing page identifies Texifter, Inc. as the copyright holder.app.discovertext.com · 1 Oct 2026