Auto-tag clients
Bookmarks tag themselves against your accounts
When you save an article, Pith scores it against every client in your workspace using the entities it mentions, the domain it lives on, and how semantically close it is to that client's existing bookmarks. High-confidence matches are applied automatically; mid-confidence matches wait in a review queue you clear in seconds.
In the app: /clients/auto-tag-suggestions
What it gives you
Zero data entry
Save the article. Auto-tag fires after the summary is built. Most clean matches don't even need a click.
Explainable confidence
Every suggestion shows the entity, domain, and embedding signals that triggered it — never a black box.
Per-client tuning
Set a stricter threshold for common names (Apple, Meta) and a looser one for rare ones. Add aliases to catch how a client is actually written about.
How it works
- 1
Save a bookmark — the summarizer extracts entities and topics.
- 2
The auto-tag scorer runs against your client roster; high-confidence pairs become tags, mid-confidence become pending suggestions.
- 3
Open /clients/auto-tag-suggestions and confirm or dismiss the queue — bulk-confirm a whole client at once.
Other make sense features
Try it for yourself.
14-day trial. No credit card. Auto-tag clients works on every plan.
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