National & Wire Services
Baseline coverage.
- AP
- Reuters
- Major national outlets
Crawlify monitors thousands of publications, trade outlets, and local news sources for the topics and entities that matter to your organization. Every article structured with source, author, date, entities, categories, and sentiment. Deduplicated. Verified. Delivered daily.

The Problem

15 alerts. Half irrelevant. The rest miss trade publications, local outlets, international sources. No structure, no deduplication, no analytics integration.

Meltwater from $4K to $30K+/yr. Cision $7K to $30K. Muck Rack $10K to $50K. For many organizations, the tool costs more than the team.

NewsAPI delivers raw articles. Turning 500 daily results into 12 actionable items requires dedup, relevance filtering, entity extraction, and QA. That is engineering work you cannot absorb.
The Data Product
Every record is documentation-style and machine-ready, with enrichment fields like entities, sentiment, and categories surfaced for analysis.
Sample Data
This is what arrives in your stack: structured, source-traceable, and human-verified.
Request a News Data Sample{
"article_id": "art_8f3a21c9d4",
"title": "Regulators Approve New Energy Storage Standards",
"source_name": "Reuters",
"source_url": "https://www.reuters.com",
"author": "Maria Gonzalez",
"publish_date": "2026-06-21",
"language": "en",
"country": "US",
"topics": "energy policy, regulation",
"entities": "FERC, Tesla Energy, California",
"sentiment": "neutral",
"relevance_score": "0.92",
"is_duplicate": "false",
"verified_at": "2026-06-21T14:32:00Z"
}Sources & Coverage
Baseline coverage.
Niche outlets your competitors read. Most actionable for specialized teams.
For geographic issue tracking.
Global coverage across 40+ languages.
Who Buys This Data

Daily verified coverage brief.

Structured competitor mentions. Feeds CI platforms.

Issue coverage across local and national outlets. Bill and ruling media tracking, delivered across states and outlets.

Sentiment, entity frequency, and coverage velocity as alt-data signals.

Regulatory news, enforcement, sanctions, reputational signals.
How It Works

Tell us what you need, from which sources, in what format. We handle feasibility and scheduling.
Learn more
Our AI engine crawls any source. JavaScript-rendered sites, PDFs, APIs, dynamic content. Handles pagination and bot detection.
Learn more
Every record goes through human QA. Our analysts check accuracy, flag anomalies, confirm source. 98%+ verified accuracy.
Learn more
Clean data flows to your stack. REST API, S3, Snowflake, webhooks, Google Sheets, CSV. On your schedule. Logged and retried.
Learn moreStage 1 of 4: Scope
How It Compares
| Capability | NewsAPI / NewsCatcher | Meltwater / Cision / Muck Rack | Google Alerts | Crawlify |
|---|---|---|---|---|
| Public News Coverage | Yes | Yes | No | Yes |
| Managed Data Pipeline | No | No | No | Yes |
| Human QA | No | No | No | Yes |
| AI Relevance Filtering | No | Limited | No | Yes |
| Structured Metadata | Yes | Limited | No | Yes |
| REST API | Yes | Limited | No | Yes |
| CSV / Export | Limited | Yes | No | Yes |
| CRM Delivery | No | Yes | No | Yes |
| Daily Updates | Yes | Yes | Limited | Yes |
| Typical Cost | Medium | High | Medium | Affordable |
Use Cases


5 issues, 200+ publications, 12 states, a daily brief, delivered into NationBuilder.

8 competitors tracked across tech trade press, delivered weekly with sentiment and entities.

100 tickers, daily, structured for quant model input.
Thousands. Curated to your issues.
Tell us your issues, entities, sources. Structured news delivered daily.
No credit card. No commitment. Just clean data.
