The Sift Blog.
Latest news, product updates, and insights on AI-powered social and community operations.
Social Media Auditing: An Enterprise Playbook
Monday morning starts with a billing complaint that sat unanswered in Instagram DMs over the weekend. The customer followed up, waited three hours for a reply, then moved their business elsewhere. Now the support lead has to explain the missed handoff while a manager asks for last quarter's reach and engagement metrics. Those numbers won't show whether the issue was seen, routed, or resolved. A useful social media audit has to connect what happened in public and private channels to what th
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The Weekend Discord Dilemma: How Sift AI Keeps Your Server Safe Over the Weekend
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How Long Does SOC 2 Take a Realistic Timeline
How long does SOC 2 take in practice? Get a realistic timeline for Type I and Type II audits, including readiness, observation, and ways to move faster.
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Continuous Improvement Metrics for Social Care Teams
Learn how continuous improvement metrics can transform your social care outcomes. Discover key indicators, tracking methods, and actionable insights to boost
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Voice of Customer Examples: 8 Channel Playbooks for 2026
Voice of Customer Examples from X, Instagram, TikTok, Discord, Telegram, Reddit, and outage surges, with intent tags, routing rules, and team actions.
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Social Media Compliance for Social Ops Leaders
Master social media compliance for enterprise teams. Map DSA and FTC rules, build audit trails, and orchestrate AI triage with human oversight.
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Social Media Listening API: A Technical Integration Guide
Build a production-ready social media listening API strategy. Covers channels, endpoints, rate limits, schemas, webhooks, and routing into care workflows.
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CRM for Customer Service: A 2026 Enterprise Comparison
Compare the best CRM for customer service in 2026 across routing, automation, omnichannel support, SLAs, and pricing for enterprise social care teams.
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Social Customer Service Operations Guide
Master social customer service operations. Learn how to unify inboxes, route intents, balance AI with human support, and hit strict response SLAs.
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Real Time Data Ingestion: The Social Ops Playbook
Master real time data ingestion for social and community operations. Learn streaming architectures, connectors, reliability patterns, and how Sift AI uses them.