dbt vs GoodData

Which one do AI engines recommend, and how do they differ on price, fit and features?

The short answer

GoodData is the stronger AI pick in Business Intelligence: it has a visibility score of 0.9 versus 0.6 for dbt, and ranks ahead in 50% of the answers that name both.

Choose dbt if…

You want a free plan to start
You need ISO 27001:2022 or ISO 27017:2015 or ISO 27018:2025 or ISO 27701:2019 or ISO 42001:2023 or CCPA coverage
Per seat pricing suits your budget better than flat tiers
Excellent tool for modern data warehousing

Choose GoodData if…

You want the brand AI engines rank higher (0.9 vs 0.6)
AI answers describe it more positively (67% vs 0% positive)
You need ISO 27001 or WCAG 2.1 AA coverage
Flat tiers pricing suits your budget better than per seat

AI visibility side by side

Latest weekly run · Nov 2

Metric	dbt	GoodData
Visibility score	0.6%	0.9%
Change vs last week	New	New
Rank in Business Intelligence	#34	#30
Share of voice	0.4%	0.5%
Mentions this run	2	3
Positive in AI answers	0%	67%

The stronger value in each row is marked with a ✓.

Visibility score trend

Weekly runs over the last 60 days

dbt 0pp · GoodData 0pp over 0 weekly runs.

Engine by engine

GoodData leads on 3 of 3 engines

ChatGPT

0.9%

1.9%

AI Mode

Perplexity

0.9%

dbtGoodData

Head to head in AI answers

2 engine answers name both brands

1dbt ranked higher

1GoodData ranked higher

Prompt	Engine	dbt	GoodData
Top business intelligence tool options for B2B SaaS companies	ChatGPT	#10	#8
Top business intelligence tool options for B2B SaaS companies	Perplexity	#11	#12

Features, pricing & fit

Dimension	dbt	GoodData
Pricing model	Per seat	Flat tiers
Entry price	Free; paid from $100 per seat / mo	Contact sales
Free plan	Yes	No · 30-day trial
Deployment	Cloud platform, with self-hosted dbt Core and hybrid projects run in the customer's own environment.	Fully managed SaaS on AWS and Azure, with dedicated cluster, multi-region and self-hosted options on demand
Compliance	SOC 2 Type II, ISO 27001:2022, ISO 27017:2015, ISO 27018:2025, ISO 27701:2019, ISO 42001:2023, GDPR, CCPA	SOC 2 Type II, ISO 27001, GDPR, WCAG 2.1 AA
Support	Documentation, online learning and community, 24x5 support, Priority support with enhanced SLA, Dedicated account management	24/7 technical support worldwide, Community support through a Slack channel, Enterprise: 24/7 prioritized SLAs and a dedicated customer success manager, Enterprise: 99.5% guaranteed uptime SLA
Founded	—	2007
Headquarters	—	San Francisco, California, United States
Employees	—	201–500
Funding	Series D · $414M raised	Last raise (CB Insights)
Best for	Data teams that build SQL-based data transformations and want them tested, version-controlled and governed.	Small and medium companies on the Professional plan, and large enterprises on the Enterprise plan, that build embedded analytics, data products and governed AI on one platform