Media Monitoring Quarterly Report — Q1 2026

Q1 2026 opens against a tightening data access environment: X (formerly Twitter) elevated its enterprise API tier to $42,000/month in late Q4 2025, forcing a fleet-wide cost review and partial coverage reduction for the social channel.… 1. Executive Summary Q1 2026 opens against a tightening data access environment: X (formerly Twitter) elevated its enterprise API tier to $42,000/month in late Q4 2025, forcing a fleet-wide cost review and partial coverage reduction for the social channel. Offsetting this, Reddit's structured data licensing deal and EU Digital Services Act enforcement have expanded access to two previously underserved content pools — a net positive for coverage breadth. On the AI front, Meltwater's launch of "Meltwater AI Summaries" (LLM-powered daily briefs) raises the competitive baseline for automated narrative synthesis and puts pressure on our own summarization roadmap. System reliability was strong through Q4 2025: pipeline uptime reached 99.71%, ingestion lag averaged 3.8 minutes, and our sentiment classifier F1 improved to 0.901 following November retraining. For Q1 2026 the primary focus is completing the Reddit structured-feed integration, beginning a vector-search pilot alongside Elasticsearch, and reaching a go/no-go decision on LLM-based alert triage before Q2 planning locks. --- 2. Technical Updates — Previous Quarter (Q4 2025) 2.1 Ingestion & Data Collection The most consequential change in Q4 was X (Twitter) restructuring its API access. The $42,000/month enterprise tier now gates any firehose-level access; the previous $6,000 basic tier was deprecated on 2025-11-01. We retained enterprise access for the top 14 client accounts but reduced polling frequency for the remaining 380 accounts to the elevated-basic tier (100,000 tweet lookups/month per account), effective 2025-11-15. A small but measurable coverage gap emerged: social mention volume on X declined 18% relative to Q3 for clients on the reduced tier. Reddit's structured data licensing deal, signed with the platform in December 2025, provides JSON-formatted post and comment feeds covering 4,200 subreddits across our monitored topics. First ingest ran 2025-12-22; full production volume was achieved by end of Q4. This adds approximately 1.9 million daily items to the pipeline — partially offsetting the X reduction in raw volume while delivering higher structured data quality. EU Digital Services Act enforcement began requiring major platforms to share data with approved research and monitoring entities effective 2025-11-17. We completed the DSA approved-entity application in November and received provisional approval in December. This opened structured data access from Meta (public Facebook pages and Instagram public posts) under the DSA researcher API, adding 340,000 daily items not previously available. Three news publishers paywalled previously open RSS feeds in Q4 (Politico EU, Le Monde, and Corriere della Sera). We secured direct licensing agreements with

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