DiscoverText vs Sprout Social

DiscoverText is a cloud service for mining, annotating and analyzing multilingual text collections with machine learning. It can work with 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 into topics, sentiment or other categories. Its described process combines machine classification with human annotation, crowdsourcing, adjudication, measurement and iteration. For eDiscovery, it offers deduplication, near-duplicate clustering and document redaction that can produce 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. API access is limited to licensed Enterprise users granted an API key. Documented API 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 a month; Enterprise costs $3,000 a month.

Sprout Social brings social accounts, messages and team workflows into one social media management platform. Its consolidated inbox and collaboration tools support shared work, while approval workflows help teams review activity. Supported networks include X, Facebook, TikTok, LinkedIn, Instagram, Pinterest, YouTube, Bluesky, Threads and WhatsApp. Essentials and Standard provide five social profiles per seat; Professional and Advanced provide unlimited profiles. Analytics report profile-level and post-level performance, and AI features assist with replies and posts, including Trellis agent capabilities. Premium Analytics and Listening are add-ons available to Standard and higher plans. Annual-billed pricing starts with Essentials at $79 per seat per month; Standard is $199, Professional $299 and Advanced $399 per seat per month. Essentials is also available for $99 per seat per month with monthly billing. There is no free plan, but a 30-day trial is offered. Mobile apps are available for iOS and Android. Advanced includes the Sprout API and Helpdesk integrations; Enterprise has tailored plans, dedicated SSO setup and priority support.