{ "license": { "name": "CC BY 4.0", "url": "https://creativecommons.org/licenses/by/4.0/" }, "cite_as": "Newsprint, \"Coverage analysis: which PR tools have it? 40 tools, dated\", https://www.newsprint.com/features/coverage-analysis/, updated 2026-10-26", "updated_at": "2026-10-26", "url": "https://www.newsprint.com/features/coverage-analysis/", "markdown_url": "https://www.newsprint.com/features/coverage-analysis.md", "title": "Coverage analysis: which PR tools have it? 40 tools, dated", "opening_answer": "40 PR software companies have it. Agility PR was first, available July 24, 2006. The latest to add it was YouScan, announced Sept. 23, 2026.", "period": "July 24, 2006 to Oct. 13, 2026", "methodology_url": "https://www.newsprint.com/updates/pr-software/#methodology", "feature": { "id": "F14", "slug": "coverage-analysis", "name": "Coverage analysis", "description": "Sentiment, themes and summaries of the coverage you monitor.", "aliases": [ "analysis" ], "categories": [ "pr-software" ], "scope_note": null, "edited": true, "updated_at": null, "category_names": [] }, "count": 40, "companies": [ { "slug": "agility-pr", "name": "Agility PR", "url": "https://www.newsprint.com/features/coverage-analysis/#company-agility-pr", "company_url": "https://www.newsprint.com/companies/agility-pr/", "site": "https://www.agilitypr.com/", "first_launch_on": "2006-07-24", "launches": [ { "id": "N196", "company": "agility-pr", "product": null, "title": "MediaMiser official launch (media analysis software)", "summary": "MediaMiser launched its media monitoring and analysis software for 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"https://www.meltwater.com/en/product-updates/page/2", "name": "Meltwater product updates", "quote": "Topic Clusters in Explore are now generated at query time using large language models", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "d08e9e50aa58ef87eab39e2cfde845500de85a6b29f55b886a1a9c454d77f010" }, "recorded_on": "2026-10-04", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "coverage-analysis": "https://www.newsprint.com/features/coverage-analysis/" }, "url": "https://www.newsprint.com/features/coverage-analysis/#launch-R505", "issues": [] }, { "id": "R476", "company": "meltwater", "product": null, "title": "Story Flow Agent (Mira Studio)", "summary": "Plain-language request returns a cited brief on how a story started, spread and evolved.", "kind": "feature", 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{ "coverage-analysis": "https://www.newsprint.com/features/coverage-analysis/", "reporting-and-measurement": "https://www.newsprint.com/features/reporting-and-measurement/" }, "url": "https://www.newsprint.com/features/coverage-analysis/#launch-L2AEW9XVT", "issues": [] }, { "id": "R399", "company": "meltwater", "product": null, "title": "AudioCast AI summaries in Newsletters", "summary": "Newsletters can include AI-generated audio summaries.", "kind": "feature", "features": [ "coverage-analysis" ], "tags": [], "categories": [ "suite" ], "tech": "llm", "stage": "ga", "announced_on": "2026-06-01", "available_on": "2026-06-01", "date_precision": "month", "sources": [ { "url": "https://www.meltwater.com/en/product-updates/page/5", "name": "Meltwater product updates", "quote": "Listen to AI-generated AudioCast summaries", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": 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"reporting-and-measurement" ], "tags": [], "categories": [ "suite" ], "tech": "llm", "stage": "ga", "announced_on": "2026-05-01", "available_on": "2026-05-01", "date_precision": "month", "sources": [ { "url": "https://www.meltwater.com/en/product-updates/page/5", "name": "Meltwater product updates", "quote": "Turn monitoring data into actionable insights faster with AI-powered analysis in Explore", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "baa424f45a957948c01ec7024d26794f9fda0dd28df95f11fa0a487aaa0d4a13" }, "recorded_on": "2026-10-04", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "coverage-analysis": "https://www.newsprint.com/features/coverage-analysis/", "reporting-and-measurement": "https://www.newsprint.com/features/reporting-and-measurement/" }, "url": "https://www.newsprint.com/features/coverage-analysis/#launch-R375", "issues": [] }, { "id": "R350", "company": "meltwater", "product": null, "title": "Mira on Mobile", "summary": "Mira chat and AI summaries in the Meltwater mobile app.", "kind": "feature", "features": [ "chat-assistant", "coverage-analysis" ], "tags": [], "categories": [ "suite" ], "tech": "llm", "stage": "ga", "announced_on": "2026-04-01", "available_on": "2026-04-01", "date_precision": "month", "sources": [ { "url": "https://www.meltwater.com/en/product-updates/page/6", "name": "Meltwater product updates", "quote": "Ask questions about your coverage, generate instant AI summaries, visualize trends, and explore follow-up insights", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "2dba0ce63efdba2adcb26f5e65e3996313cbfbd79b42fd000f102a2ed873ed1b" }, "recorded_on": "2026-10-04", "issue": null, "supersedes": null, "updated_at": 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"suite" ], "tech": "llm", "stage": "ga", "announced_on": "2026-04-01", "available_on": "2026-04-01", "date_precision": "month", "sources": [ { "url": "https://www.meltwater.com/en/product-updates/page/7", "name": "Meltwater product updates", "quote": "AI-generated summaries surface key insights like sentiment, topics, and mention volume at the top of each alert", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "24f55d0e0d1186b02d05f02a44d81bcb02b26dc853188b57b4c8f8eaf56a621b" }, "recorded_on": "2026-10-04", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "media-monitoring": "https://www.newsprint.com/features/media-monitoring/", "coverage-analysis": "https://www.newsprint.com/features/coverage-analysis/" }, "url": "https://www.newsprint.com/features/coverage-analysis/#launch-R352", "issues": [] }, { "id": "LE04HKS2T", "company": "meltwater", "product": null, "title": "Adds Brand Sentiment to Explore", "summary": "Entity-level sentiment for brands, products and spokespeople, powered by the Meltwater Knowledge Graph, across news and social.", "kind": "feature", "features": [ "coverage-analysis" ], "tags": [], "categories": [ "suite" ], "tech": "ml", "stage": null, "announced_on": "2026-03-01", "available_on": null, "date_precision": "month", "sources": [ { "url": "https://www.meltwater.com/en/product-updates/page/8", "name": "Meltwater product updates (page 8)", "quote": "Brand Sentiment is available in Explore, giving every team access to sentiment analysis across brands, products, and spokespeople.", "retrieved_at": "2026-10-26" } ], "verification": { "status": "confirmed", "model": "claude-opus-5-5", "checked_at": "2026-10-26", "content_hash": 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"quote": "now includes an AI-generated summary that explains the trends behind your data in plain language", "retrieved_at": "2026-10-26" } ], "verification": { "status": "amended", "model": "claude-opus-5-5", "checked_at": "2026-10-26", "content_hash": "dbb434b229f8cd8d3b8f6bc84e4a323a090bbf5e6e2bb6206ccd76c7fa0f549f" }, "recorded_on": "2026-10-04", "issue": null, "supersedes": null, "updated_at": "2026-10-26", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "coverage-analysis": "https://www.newsprint.com/features/coverage-analysis/" }, "url": "https://www.newsprint.com/features/coverage-analysis/#launch-R321", "issues": [] }, { "id": "R348", "company": "meltwater", "product": null, "title": "Mira Studio Agents for Roundups, Briefings, and Coverage Reports", "summary": "Purpose-built Mira agents that generate industry roundups, news briefings and coverage reports.", "kind": "feature", "features": [ 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"company": "talkwalker", "product": null, "title": "Yeti - Data Insights", "summary": "Yeti capability that auto-generates quick summaries of brand activity, consumer pain points, and potential crises.", "kind": "feature", "features": [ "coverage-analysis" ], "tags": [], "categories": [ "monitoring" ], "tech": "llm", "stage": "ga", "announced_on": "2023-11-02", "available_on": null, "date_precision": "day", "sources": [ { "url": "https://www.prnewswire.com/news-releases/talkwalker-announces-the-next-generation-of-social-listening-301976130.html", "name": "PR Newswire (Talkwalker)", "quote": "our Yeti - Data Insights provides quick summaries of brand activities, highlighting consumer pain points, potential crises", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "5b7072ec502e6de1c2e87bbb99b871a2f223586d9d0e15b4fa10f990aafaa944" }, "recorded_on": "2026-09-29", "issue": null, "supersedes": null, 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"url": "https://determ.com/blog/introducing-automated-actions-an-effortless-way-to-assign-tags-and-sentiment/", "name": "Determ blog (Introducing Automated actions)", "quote": "we developed Automated actions, a new feature that automates tagging and changing the sentiment of your mentions", "retrieved_at": "2026-10-14" } ], "verification": { "status": "confirmed", "model": "Sol", "checked_at": "2026-10-14", "content_hash": "ee438d501e2c9cde5e339ec2eb3a8675606bc4afa0bd7d22c35b2b9d85f323ab" }, "recorded_on": "2026-10-14", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "coverage-analysis": "https://www.newsprint.com/features/coverage-analysis/" }, "url": "https://www.newsprint.com/features/coverage-analysis/#launch-N088", "issues": [] } ] }, { "slug": "newswhip", "name": "NewsWhip", "url": "https://www.newsprint.com/features/coverage-analysis/#company-newswhip", "company_url": "https://www.newsprint.com/companies/newswhip/", "site": "https://www.newswhip.com/", "first_launch_on": "2017-02-02", "launches": [ { "id": "N139", "company": "newswhip", "product": null, "title": "NewsWhip Analytics (beta)", "summary": "NewsWhip opened its historical database of social engagement with a beta product for analyzing coverage, authors and share of voice.", "kind": "feature", "features": [ "coverage-analysis", "reporting-and-measurement" ], "tags": [], "categories": [ "monitoring" ], "tech": "rules", "stage": "beta", "announced_on": "2017-02-02", "available_on": "2017-02-02", "date_precision": "day", "sources": [ { "url": "https://www.newswhip.com/2017/02/newswhip-analytics-launch/", "name": "NewsWhip blog (2 Feb 2017)", "quote": "Today we’re launching a brand new beta product called NewsWhip Analytics, the biggest repository of human story engagement ever created.", "retrieved_at": "2026-10-14" } ], "verification": { "status": "confirmed", "model": "Sol", "checked_at": "2026-10-14", "content_hash": "f4280af37c1cbc840216e6a8d73247566a651f24644ea08f5b57dbeb2e9ffc32" }, "recorded_on": "2026-10-14", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "coverage-analysis": "https://www.newsprint.com/features/coverage-analysis/", "reporting-and-measurement": "https://www.newsprint.com/features/reporting-and-measurement/" }, "url": "https://www.newsprint.com/features/coverage-analysis/#launch-N139", "issues": [] }, { "id": "N142", "company": "newswhip", "product": null, "title": "Top Themes (AI summaries of the most engaged coverage)", "summary": "NewsWhip launched Top Themes, AI summaries that name the main themes in the most engaged articles, with in-line citations.", "kind": "feature", "features": [ "coverage-analysis" ], "tags": [], "categories": [ "monitoring" ], "tech": "llm", "stage": "ga", "announced_on": "2024-11-13", "available_on": "2024-11-13", "date_precision": "day", "sources": [ { "url": "https://www.newswhip.com/2024/11/a-new-era-of-combined-social-news-and-influencer-monitoring/", "name": "NewsWhip blog (13 Nov 2024)", "quote": "Top Themes is a leap forward in addressing this need, providing quick, actionable summaries that identify the most significant themes from the most engaged articles.", "retrieved_at": "2026-10-14" } ], "verification": { "status": "confirmed", "model": "Sol", "checked_at": "2026-10-14", "content_hash": "04179147b972b560339688274f892df41d631a284b9e88366c13cc52eb51eea3" }, "recorded_on": "2026-10-14", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "coverage-analysis": "https://www.newsprint.com/features/coverage-analysis/" }, "url": "https://www.newsprint.com/features/coverage-analysis/#launch-N142", "issues": [] }, { "id": "R090", "company": "newswhip", "product": null, "title": "AI Digest", "summary": "GPT-powered email digest that summarizes top articles into themes and an executive summary for a monitored topic.", "kind": "feature", "features": [ "coverage-analysis" ], "tags": [], "categories": [ "monitoring" ], "tech": "llm", "stage": "ga", "announced_on": "2023-11-15", "available_on": null, "date_precision": "day", "sources": [ { "url": "https://www.newswhip.com/2023/11/stay-ahead-and-save-time-with-newswhips-ai-digest/", "name": "NewsWhip", "quote": "combining the dependability of our trusted data with the speed of GPT insights", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "ff3f2797f2b07263ba1c57e440b8e5fd5cd881956af618b3650f22c3835f3132" }, "recorded_on": "2026-09-29", "issue": null, "supersedes": null, "updated_at": 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"day", "sources": [ { "url": "https://www.brandwatch.com/press/press-releases/brandwatch-image-insights-image-analytics-platform-track-every-logo/", "name": "Brandwatch (press release, 2017-06-28)", "quote": "Brandwatch has created an image recognition platform that can track and analyze any logo.", "retrieved_at": "2026-10-14" } ], "verification": { "status": "amended", "model": "Sol", "checked_at": "2026-10-14", "content_hash": "7c692684edcfa14bf314fcf12d6fa099bb51829ba6dd28be011b6d259b68220c" }, "recorded_on": "2026-10-14", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "coverage-analysis": "https://www.newsprint.com/features/coverage-analysis/" }, "url": "https://www.newsprint.com/features/coverage-analysis/#launch-N041", "issues": [] }, { "id": "R580", "company": "brandwatch", "product": null, "title": "Iris AI Categories", "summary": "Iris samples the data and suggests parent and child categories that the user reviews and applies.", "kind": "feature", "features": [ "coverage-analysis" ], "tags": [], "categories": [ "monitoring" ], "tech": "llm", "stage": "ga", "announced_on": "2026-09-29", "available_on": "2026-09-29", "date_precision": "day", "sources": [ { "url": "https://www.brandwatch.com/blog/ai-updates-7-new-ways-brandwatch-is-making-our-customers-lives-easier/", "name": "Brandwatch blog", "quote": "Iris analyzes a representative sample of data and suggests parent and child categories", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "2d48a82c75a2e69a6e2bfeee485698fbb18b3309a9ea1548e2b69cdec007807b" }, "recorded_on": "2026-10-04", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "coverage-analysis": "https://www.newsprint.com/features/coverage-analysis/" }, "url": "https://www.newsprint.com/features/coverage-analysis/#launch-R580", "issues": [] }, { "id": "R581", "company": "brandwatch", "product": null, "title": "AI summaries in Alert and Signal emails", "summary": "Optional AI-generated summary in Alert and Signal emails explaining the change that triggered the alert.", "kind": "feature", "features": [ "coverage-analysis" ], "tags": [], "categories": [ "monitoring" ], "tech": "llm", "stage": "ga", "announced_on": "2026-09-29", "available_on": "2026-09-29", "date_precision": "day", "sources": [ { "url": "https://www.brandwatch.com/blog/ai-updates-7-new-ways-brandwatch-is-making-our-customers-lives-easier/", "name": "Brandwatch blog", "quote": "Enhanced Alert and Signal Emails with AI-powered summaries", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "c41648625acbf9f7ca55d6639c5d77ce65ce61fae7887e0991ed07ba0c98266e" }, "recorded_on": "2026-10-04", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "coverage-analysis": "https://www.newsprint.com/features/coverage-analysis/" }, "url": "https://www.newsprint.com/features/coverage-analysis/#launch-R581", "issues": [] }, { "id": "LT7ZMBZG4", "company": "brandwatch", "product": null, "title": "Extends Label performance reporting to Engage messages", "summary": "The Label performance widget now reports volume and sentiment of labelled incoming Engage conversations by theme.", "kind": "feature", "features": [ "reporting-and-measurement", "coverage-analysis" ], "tags": [], "categories": [ "monitoring" ], "tech": null, "stage": "ga", "announced_on": "2026-01-01", "available_on": null, "date_precision": "month", "sources": [ { "url": "https://social-media-management-help.brandwatch.com/en/articles/17451376-product-updates-january-2026", "name": "Brandwatch Social Media Management product updates (January 2026)", "quote": "We have expanded support of this widget for Engage content", "retrieved_at": "2026-10-26" } ], "verification": { "status": "confirmed", "model": "claude-opus-5-5", "checked_at": "2026-10-26", "content_hash": "e0b562c2352eb7a5262299547afcb8dc4f3d88fbc4b489c240d46961ebac21d0" }, "recorded_on": "2026-10-26", "issue": null, "supersedes": null, "updated_at": "2026-10-26", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "reporting-and-measurement": "https://www.newsprint.com/features/reporting-and-measurement/", "coverage-analysis": "https://www.newsprint.com/features/coverage-analysis/" }, "url": "https://www.newsprint.com/features/coverage-analysis/#launch-LT7ZMBZG4", "issues": [] }, { "id": "R263", "company": "brandwatch", "product": null, "title": "AI Dashboards", "summary": "Dashboards that summarize data into narrative summaries explaining the story behind the numbers.", "kind": "feature", "features": [ "coverage-analysis", "reporting-and-measurement" ], "tags": [], "categories": [ "monitoring" ], "tech": "llm", "stage": "ga", "announced_on": "2025-11-20", "available_on": null, "date_precision": "day", "sources": [ { "url": "https://www.prnewswire.com/news-releases/brandwatch-strengthens-ai-leadership-with-deeper-insights-and-expanded-data-coverage-302621990.html", "name": "PR Newswire (Brandwatch)", "quote": "Turn data into clarity by summarizing insights in seconds and revealing the story behind the numbers with narrative summaries", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "d592311ca79f4d244d55638699be65b7351a057ea42c4f71e7cc14f2119e4116" }, "recorded_on": "2026-09-29", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "coverage-analysis": "https://www.newsprint.com/features/coverage-analysis/", "reporting-and-measurement": "https://www.newsprint.com/features/reporting-and-measurement/" }, "url": "https://www.newsprint.com/features/coverage-analysis/#launch-R263", "issues": [] }, { "id": "R264", "company": "brandwatch", "product": null, "title": "AI-powered industry benchmarks", "summary": "AI-calculated industry averages for key social media metrics, so teams can compare their own and competitors' performance with the industry. Announced on 20 November 2025; the help center lists it in the February 2026 product updates.", "kind": "feature", "features": [ "coverage-analysis", "reporting-and-measurement" ], "tags": [], "categories": [ "monitoring" ], "tech": "ml", "stage": "ga", "announced_on": "2025-11-20", "available_on": null, "date_precision": "day", "sources": [ { "url": "https://www.prnewswire.com/news-releases/brandwatch-strengthens-ai-leadership-with-deeper-insights-and-expanded-data-coverage-302621990.html", "name": "PR Newswire (Brandwatch)", "quote": "AI-powered influencer summaries, Iris AI content translations, and AI-powered industry benchmarks", "retrieved_at": "2026-10-26" }, { "url": "https://social-media-management-help.brandwatch.com/en/articles/17451359-product-updates-february-2026", "name": "Brandwatch SMM Help Center", "quote": "This AI-powered feature calculates industry averages for key performance metrics, allowing you to see how your and your competitor's social media performance compares to the industry average.", "retrieved_at": "2026-10-26" } ], "verification": { "status": "amended", "model": "claude-opus-5-5", "checked_at": "2026-10-26", "content_hash": "885d09c3e25f6458bc50446cba4f829b4d52c564f06954acddc6d886040980e2" }, "recorded_on": "2026-09-29", "issue": null, "supersedes": null, "updated_at": "2026-10-26", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "coverage-analysis": "https://www.newsprint.com/features/coverage-analysis/", "reporting-and-measurement": "https://www.newsprint.com/features/reporting-and-measurement/" }, "url": "https://www.newsprint.com/features/coverage-analysis/#launch-R264", "issues": [] }, { "id": "R175", "company": "brandwatch", "product": null, "title": "AI-powered influencer summaries", "summary": "AI-generated summaries of influencer content/performance within Brandwatch's social media management tools.", "kind": "feature", "features": [ "coverage-analysis" ], "tags": [], "categories": [ "monitoring" ], "tech": "llm", "stage": "ga", "announced_on": "2025-07-01", "available_on": null, "date_precision": "month", "sources": [ { "url": "https://social-media-management-help.brandwatch.com/en/articles/12767622-product-updates-july-2025", "name": "Brandwatch Help Center", "quote": "AI-powered influencer summaries, Iris AI content translations, and AI-powered industry benchmarks", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "d3621f886ff94be4c1f7237ab33d2c59c061ce2f3ff9ba9cd4719aafa4d77716" }, "recorded_on": "2026-09-29", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "coverage-analysis": "https://www.newsprint.com/features/coverage-analysis/" }, "url": "https://www.newsprint.com/features/coverage-analysis/#launch-R175", "issues": [] }, { "id": "R122", "company": "brandwatch", "product": null, "title": "React Score", "summary": "AI-powered brand reputation score rating conversations in real time for harm, spam, and emotion using NLP and generative AI.", "kind": "feature", "features": [ "coverage-analysis" ], "tags": [], "categories": [ "monitoring" ], "tech": "llm", "stage": "ga", "announced_on": "2024-12-05", "available_on": null, "date_precision": "day", "sources": [ { "url": "https://www.prnewswire.com/news-releases/brandwatch-advances-brand-reputation-management-with-innovative-proprietary-and-generative-ai-integration-302323445.html", "name": "PR Newswire (Brandwatch)", "quote": "this industry-first advancement leverages automated AI to empower brands with unparalleled real-time insights", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "20ed8560be98677aad7e8aa77fbf3d895118d9306cd29cdfea4cbbd4d0609eac" }, "recorded_on": "2026-09-29", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "coverage-analysis": "https://www.newsprint.com/features/coverage-analysis/" }, "url": "https://www.newsprint.com/features/coverage-analysis/#launch-R122", "issues": [] }, { "id": "R059", "company": "brandwatch", "product": null, "title": "Iris conversation insights", "summary": "GPT-powered feature producing natural-language summaries of themes and trends within raw conversation data.", "kind": "feature", "features": [ "coverage-analysis" ], "tags": [], "categories": [ "monitoring" ], "tech": "llm", "stage": "ga", "announced_on": "2023-05-17", "available_on": null, "date_precision": "day", "sources": [ { "url": "https://www.brandwatch.com/press/press-releases/brandwatch-expands-its-ai-engine-iris-with-latest-gpt-tech/", "name": "Brandwatch press release", "quote": "tapping into recent advances in GPT technology", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "0c5d38244d588b4e6a5e92f9455490b6676c3e9e24db698665bb782ebcfb57b2" }, "recorded_on": "2026-09-29", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "coverage-analysis": "https://www.newsprint.com/features/coverage-analysis/" }, "url": "https://www.newsprint.com/features/coverage-analysis/#launch-R059", "issues": [] }, { "id": "R061", "company": "brandwatch", "product": null, "title": "Iris content insights", "summary": "AI-generated metrics and themes describing the performance of owned and competitor social content.", "kind": "feature", "features": [ "coverage-analysis" ], "tags": [], "categories": [ "monitoring" ], "tech": "llm", "stage": "ga", "announced_on": "2023-05-17", "available_on": null, "date_precision": "day", "sources": [ { "url": "https://www.brandwatch.com/press/press-releases/brandwatch-expands-its-ai-engine-iris-with-latest-gpt-tech/", "name": "Brandwatch press release", "quote": "provides AI-generated metrics and themes behind owned and competitor content", "retrieved_at": "2026-10-13" } ], "verification": { "status": "confirmed", "model": null, "checked_at": "2026-10-13", "content_hash": "7fa917d7edc52dbb9100fa819d496c18ad343577708dc069916fe90d00e4809e" }, "recorded_on": "2026-09-29", "issue": null, "supersedes": null, "updated_at": "2026-10-20", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "coverage-analysis": "https://www.newsprint.com/features/coverage-analysis/" }, "url": "https://www.newsprint.com/features/coverage-analysis/#launch-R061", "issues": [] }, { "id": "N043", "company": "brandwatch", "product": null, "title": "New multilingual sentiment model (transfer learning)", "summary": "A new sentiment model with about 18% better accuracy and support for 44 languages.", "kind": "feature", "features": [ "coverage-analysis" ], "tags": [], "categories": [ "monitoring" ], "tech": "ml", "stage": "ga", "announced_on": "2022-01-31", "available_on": "2022-01-31", "date_precision": "day", "sources": [ { "url": "https://www.brandwatch.com/blog/data-science-behind-brandwatchs-new-sentiment-analysis/", "name": "Brandwatch (blog, 2022-01-31)", "quote": "This month Brandwatch rolled out a whole new sentiment model ... providing around 18% better accuracy on average across previously supported languages.", "retrieved_at": "2026-10-14" } ], "verification": { "status": "confirmed", "model": "Sol", "checked_at": "2026-10-14", "content_hash": 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"ml", "stage": "ga", "announced_on": "2026-07-31", "available_on": null, "date_precision": "day", "sources": [ { "url": "https://aclipp.com/en/updates/authors-in-aclipp", "name": "aclipp product updates", "quote": "aclipp now brings authors directly into your clipping workflow.", "retrieved_at": "2026-10-26" } ], "verification": { "status": "confirmed", "model": "claude-opus-5-5", "checked_at": "2026-10-26", "content_hash": "170d9d7fdf7673abe019efbfe2bfd1fa6a1a5c4734463bbccb02d299df93dc84" }, "recorded_on": "2026-10-26", "issue": null, "supersedes": null, "updated_at": "2026-10-26", "skill_grade": null, "needs_paid_data": null, "install_url": null, "recognition": null, "people": [], "feature_urls": { "coverage-analysis": "https://www.newsprint.com/features/coverage-analysis/" }, "url": "https://www.newsprint.com/features/coverage-analysis/#launch-L2BCPMP5M", "issues": [] }, { "id": "N215", "company": "aclipp", "product": null, "title": "Sentiment for Clippings", "summary": "Each 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