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Report Feature

Full Source List

Every claim in your report is traceable to a real, clickable source.

What is it?

The Full Source List shows every piece of data that was used to generate your report. It is divided into three categories:

**News Articles** — sourced from the GDELT Project, which monitors and indexes news publications in over 100 languages from 65 countries, 24 hours a day. Each article is listed with its title, publication domain, date, country of origin, and tone score.

**YouTube Videos** — sourced via the YouTube Data API v3, showing every video analysed. Each entry includes the video title, channel name, publish date, and a link to the original video.

**Web Sources** — sourced via AI live web search tool, covering Trustpilot, Reddit, Twitter/X, Glassdoor, Google Reviews, LinkedIn, industry forums, and any other pages the AI accessed during research. Each source is listed with its title, domain, and a snippet of the content found.

All sources are clickable so you can verify any finding directly.

Why it matters

Transparency is the foundation of trust in any intelligence product. A sentiment score without a source list is just an opinion. With a source list, every finding can be verified — by you, your team, or a client you're presenting the report to.

The source list also serves as a research starting point. If the report mentions a critical Reddit thread with 800 upvotes, you can click through, read it, and respond directly. If a news article has been misinterpreted, you can see the original and assess it yourself.

No other sentiment tool at this price point provides a fully transparent, clickable source list. Most enterprise tools keep their methodology proprietary.

Sources & research

The claims and methodology on this page are supported by the following published research and data sources.

See Full Source List in action

Generate a real report for your brand and see this feature populated with live data.