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Discoverability
Developer Tools · Category leaderboard

Test Automation & QA

Which Test Automation & QA products ChatGPT and Claude find and pick first, the keywords behind those choices, and the gaps nobody owns yet.

Who’s winning in Test Automation & QA

The companies each platform finds, picks and places first for this category’s prompts, ranked by Discoverability Score.

Who’s winning on ChatGPT

Category Discoverability Score · suggestion counts cover all public benchmark prompts since tracking began

No published ChatGPT scores for Test Automation & QA yet

The leaderboard appears when this category has published benchmark measurements.

Get notified when it’s ready →

Who’s winning on Claude

Category Discoverability Score · suggestion counts cover all public benchmark prompts since tracking began

Linear leads Test Automation & QA on Claude with a score of 80, 17 points ahead of JetBrains.

  1. 1Linear80/100
  2. 2JetBrains63/100
  3. 3Atlassian51/100
  4. 4Sentry22/100
  5. 5Runway16/100
  6. 6DevRev14/100
  7. 7Fullstory10/100
  8. 8Subtext10/100

How the leaders are moving

Each line is a company’s daily Discoverability Score. See who is climbing, who is slipping, and how close Test Automation & QA is.

Score trend on ChatGPT

Daily Discoverability Score of the top companies

The trend chart starts once Test Automation & QA has scores

We chart each company’s daily ChatGPT score as soon as this category has been tested.

Get notified when it’s ready →

Score trend on Claude

Daily Discoverability Score of the top 5

Key points

  • Linear leads at 80, up 19 over 30 days.
  • Atlassian has fallen 33 points in 30 days, to 51.
  • Linear is climbing fastest: up 19 in 30 days, now 80.
  • Linear80
  • JetBrains63
  • Atlassian51
  • Sentry22
  • Runway16
02040608022 Aug4 Sept18 Sept2 Oct16 Oct

Rising, last 30 days

  • ▲ +19Linear80
  • ▲ +9Runway16
  • ▲ +3Fullstory10

Falling, last 30 days

  • ▼ -33Atlassian51
  • ▼ -2JetBrains63
  • ▼ -1DevRev14
Scores from 22 Aug to 16 Oct. Hover or use the arrow keys to read a day.

The keywords behind discovery

Compare reviewed searches for Test Automation & QA with separately recorded platform keyword evidence.

Plugin registry keywords

7 of 7 searches completed · as of 7 Oct 2026

Captured searches for Test Automation & QA in the Plugin registry. Counts show distinct plugins returned by each captured search.

  • software test automation18Superpowers
  • run software tests10Superpowers
  • test results9Amplitude
  • security scans7Codex Security
  • debug CI5GitHub
  • defect reproduction0—
  • QA sign-off0—

Keywords agents use in Claude

113 keywords tracked · as of 2 Oct 2026

When someone asks Claude for help, it turns the request into keywords and searches the Connector registry. This shows the keywords it uses most, the distinct Connector names returned across recorded searches, and which Connector was returned first most often.

  • issue tracker83Linear
  • jira81Linear
  • linear67Linear
  • project management58Ticketmaster
  • qa54Atlassian MCP
  • bug tracker51Linear
  • release45Atlassian MCP
  • bugs45Ticketmaster
  • tickets37Ticketmaster
  • github issues32Linear
  • issues31Linear
  • bug tracking29Linear

Browse every Plugin and Connector in Test Automation & QA

56 listings across ChatGPT and Claude, best score first.

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Get a full report on what could improve your results in Test Automation & QA, updates when the rankings change, and a heads-up when a new category is measured for you.