GoodData vs Looker: Analytics Comparison (2026)

An independent side-by-side comparison of GoodData and Looker for analytics buyers — pricing, features, integrations, and how often each is cited by major AI engines.

AI Citation Scorecard

How often each is cited by major AI engines when buyers ask analytics questions. Last 90 days across ChatGPT, Perplexity, Gemini, Claude, and Copilot.

Too early to call — probes still building data.
ChatGPT
GoodData
Tracking…
No data yet
Looker
5 / 145 probes
3%
Poor
Perplexity
GoodData
Tracking…
No data yet
Looker
0 / 145 probes
0%
Invisible
Gemini
GoodData
Tracking…
No data yet
Looker
0 / 145 probes
0%
Invisible
Claude
GoodData
Tracking…
No data yet
Looker
5 / 145 probes
3%
Poor
Copilot
GoodData
Tracking…
No data yet
Looker
9 / 420 probes
2%
Poor
Scale:NoneLowFairStrongExcellent

Probes run hourly; each (engine × query) combo retests every ~3 days.

Pricing

GoodData
Starting price
—
Free tier
—
gooddata.com ↗
Looker
Starting price
—
Free tier
Yes
looker.com ↗

Key Features

GoodData

Feature data is being indexed.

Looker
  • ✓LookML for SQL-based modeling
  • ✓Integration with Data Studio
  • ✓Cloud infrastructure on Google Cloud
  • ✓Prebuilt and custom integrations

When to choose GoodData

Choose GoodData if your team prioritizes its strengths over Looker's. Full guidance populates as GoodData's feature data is indexed.

When to choose Looker

Choose Looker if your team prioritizes its strengths over GoodData's. Full guidance populates as Looker's feature data is indexed.

AI visibility profiles

Is one of these your brand?

Get the full report by email: every analytics buyer question we ask, which engines name you, and who gets named instead.

GoodData

gooddata.com

Looker

looker.com

Free check

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We ask the buyer questions in this market across ChatGPT, Claude, Gemini, Perplexity and Copilot, and show you who gets named.

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