Which is faster, Bookmark then summarise later or Custom scripts and automations?

For a single page the difference is small. Across several pages the gap widens quickly, because research you intend to return to next week and repeatable pipelines, not ad-hoc questions describe different jobs, not different speeds at the same job.

Yes, and most people do. Bookmark then summarise later and Custom scripts and automations fail in different places, so keeping both available costs nothing and covers the cases the other one misses.

Which is better for pages behind a login?

Anything that reads the page as your browser already renders it works on signed-in pages. Anything that asks the assistant to fetch a URL itself does not, because it arrives without your session.

Which one preserves the source of each claim?

Only approaches that carry the page title and URL alongside the text. Without them the assistant can summarise but cannot attribute, and you lose the ability to check an answer.

Comparison

Bookmark then summarise later vs Custom scripts and automations

Saving links to a read-later tool and processing them in a batch afterwards. Your own scraper or automation that collects pages and calls an AI API. They overlap enough to feel interchangeable and differ enough that picking wrong costs you an afternoon. Here is what each is actually good at.

Bookmark then summarise later

Saving links to a read-later tool and processing them in a batch afterwards.

Strengths

+ Keeps a durable archive of sources
+ Separates collecting from thinking
+ Good full-text search over what you saved

Limits

- Breaks the flow of the question you had right now
- Most saved items are never revisited
- Getting the text into a chat is still a manual step

Best for: Research you intend to return to next week.

Custom scripts and automations

Your own scraper or automation that collects pages and calls an AI API.

Strengths

+ Complete control over extraction and formatting
+ Can run on a schedule without you
+ Fits any pipeline you already have

Limits

- You build and maintain it
- Logged-in pages need credential handling you have to secure
- API usage is metered and adds up

Best for: Repeatable pipelines, not ad-hoc questions.

How to choose

Judge them on the job rather than the feature list. Bookmark then summarise later is the right call when the work looks like: research you intend to return to next week. Custom scripts and automations wins when the work looks like: repeatable pipelines, not ad-hoc questions.

The failure modes matter more than the strengths, because that is where the afternoon goes. Check the limits column against your own pages, particularly anything behind a login, anything paywalled and anything rendered as an image.

Common questions

Which is faster, Bookmark then summarise later or Custom scripts and automations?: For a single page the difference is small. Across several pages the gap widens quickly, because research you intend to return to next week and repeatable pipelines, not ad-hoc questions describe different jobs, not different speeds at the same job.
Can I use both?: Yes, and most people do. Bookmark then summarise later and Custom scripts and automations fail in different places, so keeping both available costs nothing and covers the cases the other one misses.
Which is better for pages behind a login?: Anything that reads the page as your browser already renders it works on signed-in pages. Anything that asks the assistant to fetch a URL itself does not, because it arrives without your session.
Which one preserves the source of each claim?: Only approaches that carry the page title and URL alongside the text. Without them the assistant can summarise but cannot attribute, and you lose the ability to check an answer.

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