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Automated Dovetail Research Theme Scorecards

Every Monday, WebRun opens Dovetail, counts the highlights carrying each tag across every project, compares this month against last, records the movement in Airtable, and posts to Slack the themes rising fastest with the projects driving each one.

Runs on WebRun · Strict Lockdown policy
Every Monday at 9:00 AM WebRunorchestrates each step
1 Dovetail count highlights per tag
2 Airtable record the monthly movement
3 Slack post the rising themes
In short

How do I see which research themes are growing over time?

Every Monday WebRun opens Dovetail and counts the highlights carrying each tag across your projects, comparing this month against last. It records the movement in Airtable and posts the rising themes to Slack with the projects driving each one, so roadmap conversations start with evidence rather than impressions.

  • Rising themes are named monthly with the projects behind them
  • Tags that have stalled for two months are flagged
  • Roadmap discussions start from counted evidence rather than recall

Built for UX researchers · product teams · design leads · insights managers

Step by step

What does WebRun do on every run?

The exact actions WebRun takes, in order - in plain language, so you can adjust anything.

  1. WebRun signs in and gets to work

    Opens app.dovetail.ai in a real browser with your saved login - no setup, no API keys.

  2. 1
    Dovetail - count highlights per tag
    dovetail.com
    WebRun in Dovetail: count highlights per tag
    WebRun opens Dovetail to count highlights per tag.
    • Sign in to Dovetail and list the projects in scope
    • Count the highlights carrying each tag, project by project
    • Roll the counts up so each tag has a total across all projects
    • Compare this month's total per tag against last month's
    • Note which projects contributed most to each tag's growth
    • Record the insights already written against the fastest growing tags

    Done when Every tag has a current count, a previous count and the projects behind it.

  3. 2
    Airtable - record the monthly movement
    airtable.com
    WebRun in Airtable: record the monthly movement
    WebRun opens Airtable to record the monthly movement.
    • Append this week's row per tag with the highlight count and the change since last month
    • Keep the history so a theme building over a quarter is visible
    • Mark tags that appeared for the first time this month
    • Flag tags whose count has not moved in two months

    Done when Airtable holds this week's count and movement for every tag.

  4. 3
    Slack - post the rising themes
    slack.com
    WebRun in Slack: post the rising themes
    WebRun opens Slack to post the rising themes.
    • Post the top themes this month against last month to the research channel
    • Name the projects driving each rising theme
    • Call out brand new tags separately, since a first appearance is different from growth
    • Link the Dovetail projects so anyone can read the underlying highlights

    Done when The research channel has this week's theme scorecard.

Run settings

How is each run configured?

Starting pageWhere Chrome opens at the start of each run
app.dovetail.ai
ScheduleRuns automatically on this cadence
Every Monday at 9:00 AM
DeliveryHow each run's result reaches you
Theme scorecard · Slack
OutputWhat each run produces - Highlight counts per tag this month against last, with the projects driving each rising theme and the tags that have stalled.
Text
Setup & safety

Secure by default

Connect once, stays signed in

WebRun signs in once and keeps each session in a persistent environment, so every run picks up right where it left off.

Your credentials stay in your own private environment - WebRun never stores your passwords.
Strict Lockdown

Every action is checked against this policy before it runs.

Domains ALLOWLIST
Typed input ALLOW
Shell command BLOCK
File uploads BLOCK
Runs in a contained environment More on policies
Good to know

Questions, answered

Will it edit tags or write insights in Dovetail?

No. WebRun counts highlights per tag and reports the movement. Tagging, merging tags and writing insights all stay with your researchers, because those are interpretation, not counting.

How is a rising theme defined?

By the change in highlight count carrying that tag this month against last month, rolled up across every project in scope. Brand new tags are listed separately, since a first appearance is not the same as growth.

Can I limit it to certain projects?

Yes. You set the projects in scope once and WebRun counts only those, so an archived study or a personal scratch project does not distort the theme counts.

Put this on autopilot.

Turn it on in minutes - or have our team set it up for you.