Opens Dec 1.

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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:

**News Articles** - sourced from the GDELT Project, which monitors and indexes news publications from 100+ countries in 65+ languages, 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 with its title, publish date and a link to the original. In line with YouTube's API policies, the stored video and comment listings are removed from the report after 30 days - the analysis derived from them stays.

**Social & Community Feeds** - read directly from the platforms: X posts, TikTok videos and Instagram posts (Instagram through Meta's official Graph API), plus Reddit threads and comments, Bluesky, Mastodon, Hacker News and App Store reviews - and Amazon ratings and Google Reviews where the brand sells or has locations. For Instagram and TikTok each entry keeps the link, date and engagement counts only - no captions and no account names, by design.

**Web Sources** - found by AI live web search across Trustpilot, Glassdoor, LinkedIn, industry forums and any other pages accessed during research, each with its title, domain and a snippet of what was 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.