The re-search engine

Follow a topic once.
TopicWeaver keeps researching it for you.

Add the subjects that matter to your work or your life. Every day, TopicWeaver goes back out, finds new relevant resources and organises them by topic — so you stop repeating the same searches.

Product preview · example topic
Work

AI regulation

● researched today3 new resources
NEW

Policy brief

Draft guidance on general-purpose AI models published for consultation

NEW

News analysis

What the latest transparency obligations mean for AI providers

NEW

Research paper

Comparing risk-based approaches to AI governance across regions

Explainer

A practical timeline of AI regulation milestones

Illustrative demo of a topic dashboard — not real customer data.

Search is temporary. TopicWeaver is persistent.

Search is great for a single answer. Some subjects never stop moving — they need research that keeps going.

Search

QuestionResultsFinished

Ask again tomorrow, next week, next month.

TopicWeaver

TopicDaily discoveryOrganised knowledgeNew developments

Define it once. It keeps going.

What can TopicWeaver follow?

Anything you would otherwise search for again and again.

Companies
Competitors
Regulation
Technologies
Research fields
Industries
Travel plans
Hobbies
Sports
Health research

For work

  • — Track competitors and market moves
  • — Follow regulation in your sector
  • — Keep up with technologies you evaluate
  • — Brief yourself before client meetings
Explore for work use cases →

For life

  • — Plan a trip as new guides appear
  • — Go deeper on a hobby or craft
  • — Follow your team or sport
  • — Stay current on health research you care about
Explore for life use cases →
What changed?

See new resources and developments since your last visit.

TopicWeaver is built around the question you actually care about when you come back to a subject: what is new? New finds are listed first and you are notified when fresh resources land, so a topic becomes a running record rather than a pile of bookmarks.

3 new resources since your last visit
Researched today · 09:00
Previously seen · 18 resources

Illustrative preview

How the approaches differ

A general comparison of tool categories, not specific products.

CapabilityOne-off web searchAlertsRSS readerTopicWeaver
Persistent topicPartly
Automatic source discoveryPartly
Organised by topicPartlyPartly
Updates over time
Personal + work separationPartly
Ongoing research, not just matching

vs AI search · vs alerts · vs RSS readers

How it works

  1. 01

    Add a topic

    Describe what you want to follow and file it under Work or Personal.

  2. 02

    Researched daily

    TopicWeaver searches for new relevant resources about once a day.

  3. 03

    Findings land in your dashboard

    Each resource appears as a tile with title, image and link, newest first.

  4. 04

    Return to see what changed

    Get notified of new finds and pick up exactly where you left off.

Read the full explanation →

Frequently asked questions

What is TopicWeaver?

TopicWeaver is a re-search engine: you add a topic once and it keeps researching that topic for you every day, collecting new relevant resources into a dashboard organised by topic.

What is a re-search engine?

A re-search engine repeats the research you would otherwise do by hand. Instead of answering one question and stopping, it returns to the same topic on a schedule and adds what is new.

How is TopicWeaver different from a search engine?

A search engine answers a single query at a single moment. TopicWeaver keeps a topic open over time, discovers new sources automatically and organises them so you can see what changed since your last visit.

How often are topics researched?

Every topic is researched automatically about once a day, for free. Credits are only for extras: an on-demand refresh uses 1 Credit, and the Free plan includes 5.

Can I use it for work and personal interests?

Yes. Topics are split into Work (business) and Personal dashboards so professional research and personal interests stay separate but live in one place.

What is included free?

The Free plan includes 5 personal topics and 5 work topics, with up to 6 visible resources per topic, free daily research and 5 introductory Credits for on-demand refreshes (1 Credit each). Pro is coming soon with a planned $99/year price and unlimited topics and resources. Join the waitlist; the exact monthly Credit allowance will be confirmed at launch.

Follow your first topic today

Free includes 5 personal topics and 5 work topics. No card required.