GoodData vs Lightdash

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 0.3 for Lightdash, and ranks ahead in 100% of the answers that name both.

Choose GoodData if…

You want the brand AI engines rank higher (0.9 vs 0.3)
You need SOC 2 Type II or ISO 27001 or GDPR or WCAG 2.1 AA coverage
You prefer a larger, established vendor (201–500 employees)
Embedded analytics for customer-facing SaaS products

Choose Lightdash if…

You want a free plan to start
AI answers describe it more positively (100% vs 67% positive)
You need SOC 2 or HIPAA (BAA support) coverage

AI visibility side by side

Latest weekly run · Nov 2

Metric	GoodData	Lightdash
Visibility score	0.9%	0.3%
Change vs last week	New	New
Rank in Business Intelligence	#30	#39
Share of voice	0.5%	0.2%
Mentions this run	3	1
Positive in AI answers	67%	100%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

GoodData leads on 2 of 3 engines

ChatGPT

1.9%

0.9%

AI Mode

Perplexity

0.9%

GoodDataLightdash

Head to head in AI answers

1 engine answers name both brands

1GoodData ranked higher

0Lightdash ranked higher

Prompt	Engine	GoodData	Lightdash
Top business intelligence tool options for B2B SaaS companies	ChatGPT	#8	#9

Features, pricing & fit

Dimension	GoodData	Lightdash
Pricing model	Flat tiers	Flat tiers
Entry price	Contact sales	Free; paid from $3,000 / mo
Free plan	No · 30-day trial	Yes
Deployment	Fully managed SaaS on AWS and Azure, with dedicated cluster, multi-region and self-hosted options on demand	Hosted on Google Cloud in US and EU regions, self-hosted via open source, or cloud or on-prem on the Enterprise tier.
Compliance	SOC 2 Type II, ISO 27001, GDPR, WCAG 2.1 AA	SOC 2, HIPAA (BAA support)
Support	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	Community Slack (Open Source plan), Private Slack channel and live chat (Cloud Pro), Private Slack channel and premium support with 8-hour response SLA (Enterprise)
Founded	2007	2021
Headquarters	San Francisco, California, United States	San Francisco, CA, United States
Employees	201–500	11–50
Funding	Last raise (CB Insights)	Series A · $19M raised
Best for	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	Data teams already using dbt who want self-serve BI without per-seat pricing.