Skip to main content
Bkmark’s AI features take the manual effort out of organizing your library. Instead of tagging every bookmark yourself or writing elaborate search queries, you can let AI suggest the right tags, recommend a group, summarize a page, and expand your search terms — all automatically.
All AI features require a Pro or Team plan. If you’re on the Free plan, upgrade from Settings → Billing to enable them.

​
Auto-tagging

When you save a new bookmark, Bkmark’s AI analyzes the page title, description, and URL and suggests up to five relevant tags — each with a confidence score so you know how strongly the AI recommends it.

​
How it works

You don’t need to do anything to trigger auto-tagging; it runs automatically every time you create a bookmark. After the bookmark is saved, the suggested tags appear in the bookmark editor so you can review and accept them with one click. Each suggestion includes a confidence score so you know how strongly the AI recommends it. For example: 
{
  "name": "machine-learning",
  "confidence": 0.92
}
A confidence score close to 1.0 means the AI is very sure the tag fits. Scores below 0.5 indicate a weaker match — use your judgment on those.

​
Accepting or dismissing suggestions

1

Save your bookmark

Create a link, note, code snippet, or image bookmark as usual.
2

Review suggestions

After saving, an AI Suggestions panel appears showing up to five recommended tags with their confidence scores.
3

Accept the ones you want

Click a suggested tag to add it, or click Accept all to apply every suggestion at once. Dismiss any tag you don’t want by clicking the ✕ next to it.
You can always add or remove tags manually after accepting suggestions. AI recommendations are a starting point, not a final answer.

​
Group suggestion

Alongside tag suggestions, Bkmark’s AI looks at your existing groups and recommends the single best-fitting group for each new bookmark. This is particularly useful when you have a well-organized group hierarchy and want to maintain it without manually triaging every new save.

​
How it works

When you save a bookmark, the AI compares the content against the names of all your existing groups and returns the one that fits best. If none of your groups are a strong match, the AI returns no suggestion rather than force a poor fit.

​
Using the suggestion

The group suggestion appears in the same AI Suggestions panel as your tag suggestions. Click Add to group to accept it, or ignore it and assign the bookmark manually as usual.
Group suggestion only considers groups you’ve already created. If you haven’t set up any groups yet, this feature has nothing to recommend — create a few groups first and the suggestions will start appearing automatically.

​
Content summarization

Summarization lets you generate a 2–3 sentence summary of any link bookmark directly inside Bkmark, without having to open the page. This is great for quickly deciding whether a saved article is worth reading or for refreshing your memory on something you saved weeks ago.

​
How to summarize a bookmark

1

Open the bookmark

Click on any link bookmark to open its detail view.
2

Click 'Summarize'

Press the Summarize button in the bookmark toolbar.
3

Read the summary

Bkmark fetches the page content and returns a 2–3 sentence summary in seconds. The summary is displayed beneath the bookmark description.

​
Rate limit

Summarization is rate-limited to 10 requests per day per account. The counter resets at midnight UTC. If you hit the limit, you’ll see a message telling you when it resets.
The rate limit applies across all bookmarks in your account, so use summarization on the pages where a quick overview would be most valuable — long articles, documentation pages, or anything you’re not sure is worth your time.
On Pro and Team plans, Bkmark enhances your search queries before running them. When you type a search term, the AI rewrites and expands your query into 5–10 related keywords and synonyms. The expanded keyword set is then used to find bookmarks that are conceptually related to what you’re looking for — not just bookmarks that happen to use your exact words.

​
Example

You search for: "fast api calls" The AI expands this to keywords like: api, performance, latency, http, optimization, caching, async, network, requests, throughput Your results include bookmarks about HTTP performance, caching strategies, asynchronous patterns, and network optimization — even if those bookmarks never mention “fast api calls” directly.

​
How to use it

AI-enhanced search is on by default for Pro and Team users. Just search as you normally would — the query expansion happens automatically in the background. You don’t need to change how you search; Bkmark handles the expansion for you.
If you want to find an exact phrase or a specific URL, wrap your query in quotes (e.g., "react server components") to bypass expansion and search for the literal string instead.

​
Feature availability at a glance

Free

  • Full-text search
  • Manual tagging
  • Manual group assignment

Pro

  • Everything in Free
  • Auto-tagging with confidence scores
  • Group suggestions
  • Content summarization (10/day)
  • AI-enhanced search

Team

  • Everything in Pro
  • Shared team workspaces
  • Unlimited Slack channel mappings