News and trade press, structured for analysis.
Market-moving information appears first in regional news, trade publications and press releases. We collect articles from sources you choose, extract the text and metadata, tag companies and topics, and deliver a searchable, de-duplicated stream.
Relevant coverage is spread across hundreds of outlets in Arabic, English, Spanish, Portuguese and other languages. Generic news alerts miss regional trade press and return duplicates of the same wire story.
Your teams receive a focused, de-duplicated feed of relevant articles with company and topic tags. Research and monitoring start from structured data rather than a crowded inbox.
Everything needed to run it in production.
Source list curation
We build a source list around your sectors and markets, including regional outlets, trade press and official press rooms.
Article extraction
Headline, body text, author byline, publication time and section, with advertising and navigation removed.
Entity tagging
Companies, people in public roles, places and products are identified and linked to your watchlists.
Topic classification
Articles are tagged with topics such as funding, expansion, regulation, pricing or leadership changes.
Syndication de-duplication
Wire stories republished across outlets are grouped so each story is counted once.
Licence-aware delivery
Full text or headline-and-summary delivery is agreed per source according to its terms.
What lands in your systems.
| published_at | source | language | headline | entities | topic | country |
|---|---|---|---|---|---|---|
| 2026-06-02 07:15 | Regional daily A | en | Grocery chain to open 12 new stores across the emirates | Grocery Chain A | expansion | UAE |
| 2026-06-02 09:40 | Business portal B | ar | شركة لوجستية تعلن عن مركز توزيع جديد في الدمام | Logistics Co B | expansion | Saudi Arabia |
| 2026-06-03 11:05 | Trade journal C | en | Regional quick-commerce operator raises new funding round | Q-comm Operator C | funding | Singapore |
| 2026-06-03 13:20 | Business daily D | es | Minorista mexicano ajusta precios ante alza de costos logísticos | Retailer D | pricing | Mexico |
| 2026-06-04 08:50 | Trade journal E | de | Onlinehändler erweitert Eigenmarkensortiment | Retailer E | assortment | Germany |
Illustrative rows. Your schema, field names and formats are agreed during scoping.
Who uses it, and for what.
Analysts monitor portfolio and target companies across regional and trade media. Structured tags make it easy to spot funding, expansion and leadership events.
Communications teams track coverage of their brand and competitors by market and language. Share of voice can be measured on a consistent basis.
Data teams use the article stream for event detection and sentiment models. Timestamps and story clusters support precise event studies.
Business development teams receive alerts when prospects announce expansion or new sites. Outreach is timed to real trigger events.
- Scope. Tell us the sources, fields and frequency. We confirm feasibility within a day.
- Free sample. A real sample from your own target source, in your format.
- Build. Engineers build extractors tuned to each source. No generic templates.
- Validate. Automated and manual QA on every run before anything ships.
- Deliver and monitor. Scheduled delivery, monitored pipelines, fast fixes when sites change.
Related services
Industries that use it
Can you deliver full article text?
It depends on each source's terms. Where full text is permitted we deliver it; otherwise we provide the headline, summary, metadata and link. The approach is agreed per source during scoping.
Which languages do you cover?
We cover English, Arabic, Spanish, Portuguese, French, German, Malay, Bahasa Indonesia and other languages used in our markets. Articles are tagged with their language, and translation can be added.
How do you avoid duplicates?
Syndicated and republished stories are grouped into story clusters using text similarity. You can count each story once or see every outlet that carried it.
How fast do articles arrive?
Priority sources can be checked every 15–60 minutes, and others hourly or daily. Latency depends on how quickly each outlet publishes and on the agreed refresh schedule.