Agent
Discoverability
Data & Analytics · Category leaderboard

Data Catalog, Governance & Observability

Which Data Catalog, Governance & Observability products ChatGPT and Claude find and pick first, the keywords behind those choices, and the gaps nobody owns yet.

Winning now on Claude

Data Catalog, Governance & Observability

  1. 1DataHub▲ +4 in 30 days57/100
  2. 2Snowflake▲ +2 in 30 days44/100
  3. 3dbt Labs▼ -12 in 30 days40/100
  4. 4Google Cloud▲ +10 in 30 days35/100
  5. 5Neon▼ -3 in 30 days29/100

Who’s winning in Data Catalog, Governance & Observability

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 Data Catalog, Governance & Observability 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

DataHub leads Data Catalog, Governance & Observability on Claude with a score of 57, 13 points ahead of Snowflake.

  1. 1DataHubsuggested 518×57/100
  2. 2Snowflake44/100
  3. 3dbt Labssuggested 523×40/100
  4. 4Google Cloud35/100
  5. 5Neon29/100
  6. 6PlanetScale25/100
  7. 7Supabase19/100
  8. 8ClickHouse13/100

How the leaders are moving

Each line is a company’s daily Discoverability Score. See who is climbing, who is slipping, and how close Data Catalog, Governance & Observability is.

Score trend on ChatGPT

Daily Discoverability Score of the top companies

The trend chart starts once Data Catalog, Governance & Observability 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

  • DataHub leads at 57, up 4 over 30 days.
  • dbt Labs has fallen 12 points in 30 days, to 40.
  • Google Cloud is climbing fastest: up 10 in 30 days, now 35.
  • DataHub57
  • Snowflake44
  • dbt Labs40
  • Google Cloud35
  • Neon29
02040608010020 Jul8 Aug28 Aug17 Sept7 Oct

Rising, last 30 days

  • ▲ +10Google Cloud35
  • ▲ +4DataHub57
  • ▲ +2Snowflake44

Falling, last 30 days

  • ▼ -12dbt Labs40
  • ▼ -8MotherDuck11
  • ▼ -7ClickHouse13
Scores from 20 Jul to 7 Oct. Hover or use the arrow keys to read a day.

The keywords behind discovery

Compare reviewed searches for Data Catalog, Governance & Observability with separately recorded platform keyword evidence.

Plugin registry keywords

9 of 9 searches completed · as of 7 Oct 2026

Captured searches for Data Catalog, Governance & Observability in the Plugin registry. Counts show distinct plugins returned by each captured search.

  • data quality checks32Mixpanel
  • monitor data freshness29Datadog
  • data catalog26Databricks Genie
  • data governance26Vanta
  • data observability26Datadog
  • data lineage25COROS
  • data dictionary25COROS
  • schema change tracking19Neon
  • dataset ownership3Hugging Face

Keywords agents use in Claude

79 keywords tracked · as of 25 Sept 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.

  • dbt82dbt
  • data catalog77dbt
  • data warehouse74Snowflake
  • snowflake60Snowflake
  • warehouse60dbt
  • database50Snowflake
  • data quality44incident.io
  • bigquery43Snowflake
  • schema42Snowflake
  • sql34Google Cloud BigQuery
  • pii34Snowflake
  • data observability34incident.io

Browse every Plugin and Connector in Data Catalog, Governance & Observability

15 listings across ChatGPT and Claude, best score first.

  • DataHubdatahub.comConnector57/100
  • dbtgetdbt.comConnector40/100
  • Monte Carlomontecarlodata.comConnector12/100
  • Informatica Catalog Discoveryinformatica.comConnector1/100
  • Informatica Data Explorationinformatica.comConnector1/100
  • Rockhopperrockhopper.coConnector0/100
  • Alationalation.comPluginComing soon
  • atlanatlan.comCommunity connectorPending Verification
  • Avoavo.appCommunity connectorPending Verification
  • BigIDbigid.comCommunity connectorPending Verification
  • Decubedecube.ioCommunity connectorPending Verification
  • Embrasureembrasure.aiPluginComing soon
  • Hubblhubbl.comCommunity connectorPending Verification
  • Matia MCPmatia.ioCommunity connectorPending Verification
  • OSOoso.xyzCommunity connectorPending Verification

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