Entity Extraction with AI in BearAudit
Optional AI-powered extraction: people, places, organizations, events, and a summary from any crawled article. Included on Daddy Bear with your license.
BearAudit can run entity extraction on any stored article. It sends the page's title, description, and main text through BearAudit AI and gets back structured data: people, places, organizations, events, and a short summary. Results are saved in the app for that article.
What you get
- people — Names mentioned in the text.
- places — Cities, countries, landmarks, etc.
- organizations — Companies, institutions, groups.
- events — Named events (e.g. product launches, conferences).
- summary — A brief 1–3 sentence summary of the content.
Use it for content audits, knowledge graphs, or quickly scanning what an article is about without reading the whole thing.
Requirements
Entity extraction is included on Daddy Bear with your license. Free and Baby Bear keep the crawl toolkit without AI features. You do not need your own AI API key.
How to run it
- Activate a Daddy Bear license in the app.
- Open a crawled article and use "Extract entities".
- Review and save people, places, organizations, events, and a summary for that article.
Only the text you choose to send is used for extraction; the rest of your crawl data stays on your machine. Extraction is optional—crawling, verification, and exports work without it. The same license-backed AI powers Action plan, Chat, and competitor discovery.
Optional: in Settings → Integrations → AI, enable Extract embeddings during crawl if you want semantic matching during crawls.
When it's useful
- Content inventory — Quickly tag articles by topic, entities, or summary.
- Internal search or recommendations — Use extracted entities to power search or "related content."
- Compliance or fact-checking — See which people, places, and organizations are mentioned across a set of articles.
If you don't need entity extraction, skip it; crawling, verification, and exports work as usual on every plan.