News sentiment analysis, editorial briefs, and AI-powered drafts from one dashboard
ScryWeb crawls trending news and social sources, classifies sentiment and emotion, extracts keyword intelligence, and generates structured editorial briefs, AP-style article drafts, and humanized content for newsrooms, publishers, and content teams.
What is ScryWeb?
ScryWeb is an AI news intelligence platform that connects source crawling, sentiment and emotion analysis, keyword extraction, editorial brief generation, AP-style draft creation, AI content humanization, and Markdown export in a single web application. It is designed for editorial teams that need to move from raw news signals to reviewed, publishable content without switching between multiple tools.
Eight capabilities in one AI news intelligence workflow
From news crawling to humanized, export-ready content — ScryWeb covers every step of the editorial intelligence pipeline.
Multi-source news crawling
ScryWeb's news crawler retrieves stories from Reddit, Hacker News, BBC, Reuters, and custom RSS feeds. Source selection, crawl frequency, and topic filtering are all managed from the dashboard.
FreeSentiment and emotion analysis
Each crawled story is classified as positive, negative, or neutral and scored for emotional signals including joy, anger, fear, and surprise. Confidence scores accompany every classification for editorial review.
Free (50/mo)Keyword intelligence
The keyword intelligence layer surfaces recurring topics, underserved content angles, and SEO gap opportunities across all crawled sources, giving teams data to prioritize coverage before writing.
FreeEditorial brief generation
Select any crawled story and generate a structured editorial brief containing a headline, editorial angle, primary keyword, content outline, key supporting points, and source context for editorial review and assignment.
ProAP-style draft generation
Pro users can convert any editorial brief into a full AP-style article draft. Drafts are intended for human editorial review, fact-checking, and revision before publication.
ProAI content humanizer
The AI humanizer processes generated drafts to reduce detectable AI signals — including formulaic sentence rhythm, repeated transitional phrases, and uniform paragraph structure — producing editorial copy that reads naturally.
ProMarkdown and JSON export
Briefs and drafts export to Markdown for CMS and static site integrations, or to JSON for API-driven publishing pipelines. Markdown formatting is clean and stripped of AI-specific artifact patterns before export.
ProTeam accounts and API access
Enterprise tier adds multi-seat team accounts, SSO, on-premise AI deployment, custom sentiment models, dedicated SLAs, and whitelabel API access for platform integrations.
EnterpriseFrom news crawl to humanized draft in six steps
ScryWeb's editorial intelligence workflow is designed to eliminate the manual steps between source monitoring and publishable content.
Crawl
Select source categories — World, Technology, Reddit, Hacker News, and custom RSS — and run a news crawl to retrieve current stories.
Analyze
Each story receives a sentiment classification, emotion labels, a confidence score, and keyword extraction for editorial review.
Brief
Generate a structured editorial brief — headline, angle, primary keyword, outline, and supporting context — from any crawled story.
Draft
Convert the brief into a full AP-style article draft for human editorial review, fact-checking, and revision.
Humanize
Pass the draft through the AI humanizer to reduce detectable AI signals and produce copy that reads as natural editorial prose.
Export
Export the reviewed draft to Markdown or JSON for direct integration with your CMS, static site generator, or publishing pipeline.
Built for traditional search, answer engines, and LLM visibility
Answer engines and large language models — including Claude, ChatGPT, and Gemini — surface platforms that define their capabilities clearly, answer questions directly, and demonstrate specific, verifiable value. ScryWeb is built with that standard in mind.
Identify the question behind the trend
ScryWeb compares sentiment and framing across sources so editorial teams can identify which trending stories still lack a definitive, authoritative answer — the most citable content position for both search and AI-generated responses.
Structure content for machine readability
Briefs generated by ScryWeb include direct headings, outlined key points, and source-attributed context — the structural pattern that answer engines extract when composing cited responses to user queries.
Prioritize underserved content angles
Keyword intelligence and sentiment comparison reveal which angles in a topic are over-represented and which remain open. Teams that address open angles produce content with higher probability of appearing in AI-generated answers.
ScryWeb — questions and answers
What is ScryWeb?
ScryWeb is an AI news intelligence platform that crawls trending news and social sources, classifies sentiment and emotion, extracts keywords, and generates editorial briefs, AP-style article drafts, and humanized content for newsrooms, publishers, and content teams. It is accessible via a web dashboard and a Chrome browser extension.
What is news sentiment analysis?
News sentiment analysis is the automated classification of news coverage as positive, negative, or neutral using AI models, combined with emotion detection for signals including anger, fear, joy, and surprise. Editorial teams use it to understand how a story is framed across sources before writing, assigning, or responding to coverage. ScryWeb pairs each classification with confidence scoring and keyword extraction for downstream brief and draft generation.
How does the AI content humanizer work?
After generating an AP-style draft, ScryWeb's AI humanizer performs a multi-pass rewrite targeting detectable AI signals: formulaic sentence rhythm, uniform paragraph length, repeated transitional phrases, and AI-specific vocabulary patterns. The result is editorial prose that reads naturally and is suited to human editorial review before publication.
Does ScryWeb support Markdown export?
Yes. Pro users can export any editorial brief or article draft to clean Markdown or JSON. The Markdown output is formatted for direct use in CMS platforms, static site generators, and documentation tools, and is processed to remove AI formatting artifacts such as excessive heading nesting and redundant bullet structures before export.
How does ScryWeb generate editorial briefs?
Selecting any crawled story triggers ScryWeb's brief generation pipeline, which produces a structured document containing a recommended headline, editorial angle, primary keyword, content outline, key supporting points, and source context. The brief gives writers and editors a reviewed starting point before drafting or assigning coverage.
Which news sources does ScryWeb crawl?
ScryWeb's news crawler supports Reddit, Hacker News, BBC, Reuters, and up to eight source categories including World, Technology, Business, and Science. Pro users can add unlimited custom RSS feeds. The Free plan includes three source categories and up to 50 crawls per month.
How does ScryWeb improve content visibility in LLMs like Claude, ChatGPT, and Gemini?
ScryWeb helps editorial teams produce content that matches the structural and informational patterns that large language models extract and cite. By identifying open questions in trending topics, structuring briefs with clear headings and direct answers, and exporting clean Markdown, ScryWeb increases the likelihood that published content is surfaced by AI-generated responses across major platforms.
Which teams use ScryWeb?
ScryWeb is used by newsrooms, digital publishers, content agencies, SEO teams, market researchers, and enterprise communications teams that need to monitor news narratives, compare source sentiment, identify keyword opportunities, and produce reviewed editorial output at scale.
Start monitoring news intelligence today
The Free plan includes 50 news crawls per month, sentiment and emotion analysis, keyword extraction, and no credit card requirement. Pro unlocks editorial briefs, AP-style drafts, the AI humanizer, and Markdown export.