--- title: "AI Agent: What is the News Review Agent and how do you use it?" last_updated: "2026-04-01T12:04:15.779Z" category: "AI Agents" canonical_url: "https://maybeclients.com/h/maybe-help-centre/ai-agent-what-is-the-news-review-agent-and-how-do-you-use-it" help_centre: "Maybe* Help Centre" --- # AI Agent: What is the News Review Agent and how do you use it? ## What This Maybe* AI Agent Actually Does News Review Agent turns fast-moving public information into decision-ready briefs. It monitors reputable news coverage and relevant social channels within a defined date range, then synthesises what changed, what is confirmed, what is contested, and what to watch next. News Review Agent typically works through clear task states: - Drafting: it has enough scope topic, region, date range, audience to produce a first brief. - Verifying: it cross-checks claims across credible sources, highlights uncertainty, and separates signal from noise. - Paused: it stops when your request requires a choice, missing inputs, or a higher-risk judgement for example, defining “credible”, selecting outlets, or confirming whether to include rumours . Governance is built in: it uses neutral framing, attributes claims, and flags gaps so you can make the call. ## What This Maybe* AI Agent Does Not Do News Review Agent does not: - Publish content automatically or speak on behalf of your organisation without your approval. - Provide insider information, private data, or anything behind paywalls you do not have access to. - Replace legal, financial, or regulatory advice. It can summarise public updates, not interpret them as counsel. - Treat social media virality as truth. It will label speculation and request verification criteria when needed. ## What Can News Review Agent Do? ### Daily and weekly briefs - Give me a concise news + social media brief on {topic} for {date_range}, with the top takeaways and what to watch next. - Turn the latest public coverage on {topic} into a short executive update for {audience}, with 3 key takeaways. - Give me a “what happened / why it matters / what to do” brief on {market_shift} as of {as_of_date}. ### Source comparison and narrative analysis - Compare how {outlet_type_a} vs {outlet_type_b} are framing {issue} in {date_range} and note any bias or gaps. - Summarise the biggest narrative shifts about {product_or_brand} on social media during {date_range} and what might be driving them. - Summarise the strongest pro and con arguments being made publicly about {decision_topic} in {date_range}, with neutral framing. ### Verification, contradictions, and credibility checks - Pull the most credible reporting on {event} in {region} for {date_range} and flag what’s confirmed vs unconfirmed. - Identify contradictions between major reports about {topic} in {date_range} and explain which claims seem best supported. - Identify the top recurring claims about {topic} on social media in {date_range} and sanity-check them against reputable coverage. ### Monitoring companies, competitors, and stakeholders - Track major announcements about {company} across public sources in {date_range} and summarise what materially changed. - Track competitor moves for {competitor_set} in {industry} over {date_range} and explain implications for {company}. - Brief me on investor and analyst commentary about {company} in {date_range} and the key points of disagreement. - Give me a risk-and-opportunity scan for {company} based on public coverage of {industry_topic} as of {as_of_date}. ### Social signal, distribution, and influencer mapping - Find the most shared links and themes about {topic} on social media in {date_range} and highlight what’s noise vs signal. - Pull the top thought leaders talking about {topic} in {industry} during {date_range} and summarise what they’re actually saying. - Create a watchlist of keywords and subtopics for tracking {topic} weekly, and tell me what you’d monitor and why. ### Policy, regulation, incidents, and crisis response - Summarise any regulatory updates related to {regulation_or_policy} in {region} for {date_range} and what could change next. - Summarise coverage of {technology_or_trend} in {region} for {date_range} and call out practical impacts for {role_or_team}. - Summarise public reactions to {incident_or_crisis} for {date_range} and list the reputational risks that are emerging. - Create a timeline of key developments in {story} from {start_date} to {end_date}, with the most reliable sources behind each step. ## Task Example Walkthroughs ### Walkthrough: Executive news + social brief Prompt Used “News Review Agent, give me a concise news + social media brief on {topic} for {date_range}, with the top takeaways and what to watch next. Audience: {audience}. Region: {region}. Prioritise reliable sources.” Task State Verifying → Drafting may Pause if scope is unclear Output - A tight summary of what happened across reputable outlets - A separate “social pulse” section: dominant themes, notable posts, and sentiment drivers - “Top takeaways” 3 to 5 and “What to watch next” 3 to 5 - A short list of cited sources and what each contributed coverage, confirmation, context The Problem This Solves Leaders need a fast read that does not mix facts, commentary, and online noise. What the News Review Agent Does - Filters for relevance, recency, and credibility - Separates confirmed reporting from speculation - Collapses dozens of articles and posts into a few decision-ready points What Comes Back A brief you can paste into Slack, email, or a leadership update without rewriting. When the News Review Agent Pauses - You did not define the date range, region, or audience - “Social media” needs platform scope X, LinkedIn, Reddit, TikTok - You asked for “most credible” without defining preferred outlets or standards How to Start Provide topic, date range, region, and who the brief is for. Add 3 preferred sources if you have them. --- ### Walkthrough: Credibility check of social claims Prompt Used “News Review Agent, identify the top recurring claims about {topic} on social media in {date_range} and sanity-check them against reputable coverage. Flag what’s confirmed, disputed, or unverified.” Task State Verifying likely to Pause if “reputable” needs a definition Output - A list of the most repeated claims grouped by theme - A status label per claim: Confirmed / Disputed / Unverified - What evidence exists and where it comes from coverage, documents, official statements - What would change the assessment what to look for next The Problem This Solves Teams can overreact to viral posts, or miss early signals hidden inside noisy conversations. What the News Review Agent Does - Extracts claim patterns rather than chasing single posts - Cross-checks against high-quality reporting and primary statements where available - Writes a neutral, audit-friendly summary you can share internally What Comes Back A “sanity-check memo” that reduces reactive decision-making and improves internal alignment. When the News Review Agent Pauses - The topic is sensitive and you need a policy on what to include rumours, allegations, named individuals - You want a definitive conclusion where evidence is mixed - You need paywalled sources you have not provided access to How to Start State the topic, date range, your preferred outlets, and any exclusions for example, “exclude anonymous-substack claims” . ## Governance & Trust ### Paused Is Not Failure A pause is a safety and quality feature. News Review Agent pauses to avoid inventing certainty, misrepresenting sources, or making decisions that belong to you. ### What Triggers a Pause - Missing scope: date range, region, audience, platforms, or competitor set - Ambiguous standards: “credible”, “bias”, “materially changed”, “top thought leaders” - Higher-risk content: crises, allegations, regulation, or potential reputational harm - Conflicting reporting where a single “truth” would be misleading ### What You See When It Pauses - A short list of the exact missing inputs