Submission declined on 4 June 2026 by Helpful Raccoon (talk). This draft appears to contain text generated by a large language model (such as ChatGPT). You cannot use LLMs to generate article content. LLM-generated pages with certain obvious signs of being machine generated may be deleted without notice. Instead, only summarize in your own words a range of independent, reliable, published sources that discuss the subject. See the advice page on large language models for more information. If you would like to continue working on the submission, click on the "Edit" tab at the top of the window. If you have not resolved the issues listed above, your draft will be declined again and potentially deleted. If you need extra help, please ask us a question at the AfC Help Desk or get live help from experienced editors. Please do not remove reviewer comments or this notice until the submission is accepted. Where to get help If you need help editing or submitting your draft, please ask us a question at the AfC Help Desk or get live help from experienced editors. These venues are only for help with editing and the submission process, not to get reviews. If you need feedback on your draft, or if the review is taking a lot of time, you can try asking for help on the talk page of a relevant WikiProject. Some WikiProjects are more active than others so a speedy reply is not guaranteed. How to improve a draft Wikipedia:Contributing to Wikipedia – a basic overview on how to edit Wikipedia. Help:Wikitext – how to use the markup Help:Referencing for beginners – how to include references Wikipedia:Article development – how to develop your article Wikipedia:Writing better articles – how to improve your article Wikipedia:Verifiability – make sure your article includes reliable third-party sources You can also browse Wikipedia:Featured articles and Wikipedia:Good articles to find examples of Wikipedia's best writing on topics similar to your proposed article. Improving your odds of a speedy review To improve your odds of a faster review, tag your draft with relevant WikiProject tags using the button below. This will let reviewers know a new draft has been submitted in their area of interest. For instance, if you wrote about a female astronomer, you would want to add the Biography, Astronomy, and Women scientists tags. Add tags to your draft Editor resources Easy tools: Citation bot (help) | Advanced: Fix bare URLs Declined by Helpful Raccoon 2 months ago. Last edited by Helpful Raccoon 2 months ago. Reviewer: Inform author. Resubmit Please note that if the issues are not fixed, the draft will be declined again.

Submission declined on 20 May 2026 by Spiderone (talk). This draft's references do not show that the subject meets Wikipedia's criteria for inclusion for organizations and companies. The draft requires multiple published secondary sources that: provide significant coverage: discuss the subject in detail, excluding routine coverage like product launches, staff appointments, or financial reports and listings in databases or listicles; are reliable: from reputable outlets with editorial oversight; are independent: not connected to the subject, such as press releases, the subject's own website, or sponsored content. Please add references that meet all three of these criteria. If none exist, the subject is not yet suitable for Wikipedia. Declined by Spiderone 2 months ago.

• Comment: Please rewrite from scratch without the use of LLMs. Helpful Raccoon (talk) 04:53, 4 June 2026 (UTC)

• Comment: Please rather use inline citations so statements can be verified without having to read every source each time. Greenman (talk) 10:45, 22 May 2026 (UTC)

• Comment: In accordance with Wikipedia's Conflict of interest guideline, I disclose that I have a conflict of interest regarding the subject of this article. Esmeraldaedenberg (talk) 11:51, 20 May 2026 (UTC)

Twingly is a Swedish technology and data company operating within media intelligence, data analytics, and real-time monitoring of digital content. The company was founded in 2006 in Linköping, Sweden, and delivers structured data from news media, blogs, forums, reviews, social platforms, and the Dark Web through APIs and analytics tools. Twingly is used by companies in areas such as media monitoring, finance, cybersecurity, RegTech, PR, market analysis, and AI development. The company describes its focus as “high-quality data with minimal latency” and has built a profile around global coverage, low collection latency, and structured JSON-based APIs.

Twingly was founded in 2006 by four Swedish entrepreneurs, including Martin Källström, as one of Europe’s early companies focused on blog search and social data collection. The company initially developed technology for indexing blogs and connecting traditional news media with the emerging social internet.

During the late 2000s, Twingly expanded rapidly as social media and digital publishing grew globally. The company became an early supplier to European media monitoring companies and gradually expanded its data offerings to include forums, reviews, news media, and later Dark Web data.

In 2015, Pontus Edenberg became CEO after previously working at the company since 2007. Under his leadership, Twingly broadened its product portfolio and increasingly focused on API-based data distribution and international expansion.

In 2020, Twingly was acquired by brothers Pontus Edenberg and Peter Edenberg, who stated that the ownership transition was carried out to further develop the company after a period of limited growth.

In the late 2000s, Twingly expanded its role in the Nordic e-commerce ecosystem by enabling major online retailers to integrate external digital conversations directly into their platforms. Through real-time indexing of blogs and other user-generated content, retailers could connect product pages with relevant discussions, reviews, styling inspiration, and consumer feedback published across the open web. This represented an early example of social commerce infrastructure in the Nordic market, where external online conversations were incorporated into the customer shopping experience.

The initiative demonstrated how Twingly’s technology could be applied beyond traditional media monitoring by helping e-commerce companies bridge the gap between consumer-generated content and transactional digital platforms. It also illustrated an early use case for structured social data in e-commerce, enabling retailers to surface authentic third-party discussions alongside their commercial offerings.

These integrations helped establish Twingly as an early provider of real-time social data infrastructure and laid important groundwork for its later development of enterprise-grade APIs for media intelligence, consumer insight analysis, and AI-driven data applications.

In 2013, Twingly expanded its international operations by establishing a presence in the United Kingdom, marking one of the company’s earliest major steps toward broader European market expansion. The move coincided with the launch of Blog Manager, a commercial platform developed specifically for e-commerce companies to identify, monitor, and engage with bloggers writing about their products and brands. The launch reflected Twingly’s strategic shift from consumer-facing blog aggregation toward enterprise-focused digital data infrastructure and commercial applications for structured social data.

Blog Manager was designed to help online retailers discover relevant blog content linked to their products, monitor brand-related online discussions, and build structured relationships with influential content creators. The service included both customer-facing blog integration components and internal analytics dashboards, allowing retailers to surface external product-related discussions directly on e-commerce product pages while simultaneously analyzing historical blog activity and identifying emerging influencers within specific market segments.

In 2007, Swedish media company Aftonbladet acquired Bloggportalen as part of its broader digital publishing strategy, strengthening the connection between traditional journalism and the rapidly growing blogosphere. The platform indexed and ranked Swedish blogs based on popularity, linking activity, and publishing trends, becoming one of Sweden’s most recognized blog directories during the late 2000s and early 2010s. The acquisition was seen as an early example of established media companies investing in social publishing infrastructure and reflected the increasing commercial relevance of user-generated online content in Sweden’s digital media landscape.

Twingly acquired Bloggportalen from Aftonbladet in 2011 and it played a vital role in establishing Twingly’s technical foundation in large-scale blog indexing, real-time content discovery, and metadata analysis. The infrastructure and expertise developed through the platform later became central to Twingly’s broader transition toward API-based data delivery and global media intelligence services.

In 2015, Bloggportalen was discontinued after changes in digital publishing behavior and the growing dominance of global social media platforms. Twingly described the platform as having fulfilled its role during a formative period in Swedish blogging culture, while the company increasingly shifted its strategic focus toward international data infrastructure, real-time news aggregation, social data APIs, and enterprise-scale media monitoring solutions. The lifecycle of Bloggportalen is often regarded as a significant chapter in Sweden’s early social media history and marked Twingly’s evolution from a consumer-facing blog platform into a business-to-business provider of large-scale structured data for media monitoring, cybersecurity, financial analytics, and AI-driven applications.

Twingly develops and sells APIs for collecting and analyzing large volumes of digital content. The company’s products are primarily used for:

• media monitoring
• trend analysis
• due diligence
• risk analysis
• cybersecurity
• AI and language models
• sentiment analysis
• narrative analysis
• market research
• open-source intelligence monitoring

Twingly’s data is primarily delivered in JSON format and is often used as a data source for external analytics platforms, internal dashboards, and AI systems.

Twingly’s first product was a blog search engine, later followed by a Blogs API for collecting blog posts globally. The platform monitors more than 3 million active blogs and adds approximately 3,000 new active blogs per day. The system processes over 1 million new blog posts daily in a large number of languages.

Twingly News API is used for real-time collection of news articles from international news sources. The company processes approximately 3.2 million news articles per day from around 170,000 active news sources worldwide. The average latency is stated to be approximately eight minutes from publication to API availability.

Twingly’s Forums API provides data from internet forums and discussion platforms. According to the company, around 10 million forum posts are processed daily from more than 9,000 forums globally. The API is used in areas such as cybersecurity, OSINT, and market analysis.

The Reviews API focuses on reviews from e-commerce platforms and review sites. The API is used for brand analysis, consumer insights, and AI-based customer feedback analysis. The platform processes approximately 60 million reviews per month.

Twingly’s Dark Web API is used within cybersecurity to identify, monitor, and analyze potential threats, data leaks, and criminal activity across hidden parts of the internet. The platform provides data from sources including the Tor network, IRC, pastebin sites, marketplaces, and certain encrypted networks. The system processes approximately 18 million Dark Web posts per month.

Twingly also offers data from the Russian social platform VK through a dedicated API for social data and trend monitoring.

In 2022, Twingly launched TwinglyPub, a platform intended for content creators and bloggers. The platform was developed to increase transparency regarding how content is used within the media monitoring industry. The system tracks how frequently blog posts are used in media monitoring services and formed part of Twingly’s work around licensing and relationships with content creators.

Twingly uses distributed systems for real-time collection, indexing, and filtering of large amounts of digital information. The company’s platform is designed to handle:

• real-time indexing
• language identification
• metadata extraction
• topic classification
• geographic filtering
• entity recognition
• trend detection

Twingly states that the company has customers in more than 30 countries. Customers include:

• media monitoring companies
• banks
• hedge funds
• PR agencies
• cybersecurity companies
• government agencies
• RegTech companies
• research organizations
• AI companies

The company’s data is used for purposes such as:

• event-driven trading
• ESG monitoring
• sentiment analysis
• threat detection
• due diligence
• market and geopolitical monitoring
• AI training and language models
• narrative analysis
• brand analysis
• disinformation detection

Twingly’s customers and users are internationally distributed. The company has stated that its operations are particularly strong in Europe and North America, though it is also used by organizations in Asia and the Middle East. The company offers multilingual data collection and support for more than 100 countries and a large number of languages.

Pontus Edenberg is a Swedish business executive and CEO of Twingly. He joined the company in 2007 as a Business Developer and became CEO in 2015. Under his leadership, Twingly evolved from a smaller blog-focused company into a broader provider of global data for media intelligence and cybersecurity.

Edenberg has become associated with topics related to AI, data analytics, transparency in media monitoring, and digital content licensing. He has also been a driving force behind the development of TwinglyPub and the company’s expansion into Dark Web data and real-time news services.

• Martin Källström (2006–2012)
• Peter Bláha^[5] (2012-2015)
• Pontus Edenberg (2015– )

Twingly has positioned itself as a technology-driven specialist company focused on high data quality, low latency, and global coverage. The company primarily operates in the B2B sector and delivers data as white-label solutions to other businesses and platforms.

• Twingly
• Open-source intelligence
• Media monitoring
• OSINT
• API

• Twingly - Official Website
• Twingly on LinkedIn
• Twingly News API

Category:Swedish websites