dbt vs Lightdash

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

The short answer

dbt is the stronger AI pick in Business Intelligence: it has a visibility score of 0.6 versus 0.3 for Lightdash, and ranks ahead in 0% of the answers that name both.

Choose dbt if…

You want the brand AI engines rank higher (0.6 vs 0.3)
You want a lower entry price ($100 vs $3,000)
You need SOC 2 Type II or ISO 27001:2022 or ISO 27017:2015 or ISO 27018:2025 or ISO 27701:2019 or ISO 42001:2023 or GDPR or CCPA coverage
Per seat pricing suits your budget better than flat tiers

Choose Lightdash if…

AI answers describe it more positively (100% vs 0% positive)
You need SOC 2 or HIPAA (BAA support) coverage
Flat tiers pricing suits your budget better than per seat

AI visibility side by side

Latest weekly run · Nov 2

Metric	dbt	Lightdash
Visibility score	0.6%	0.3%
Change vs last week	New	New
Rank in Business Intelligence	#34	#39
Share of voice	0.4%	0.2%
Mentions this run	2	1
Positive in AI answers	0%	100%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

dbt leads on 1 of 3 engines

ChatGPT

0.9%

AI Mode

Perplexity

0.9%

dbtLightdash

Head to head in AI answers

1 engine answers name both brands

0dbt ranked higher

1Lightdash ranked higher

Prompt	Engine	dbt	Lightdash
Top business intelligence tool options for B2B SaaS companies	ChatGPT	#10	#9

Features, pricing & fit

Dimension	dbt	Lightdash
Pricing model	Per seat	Flat tiers
Entry price	Free; paid from $100 per seat / mo	Free; paid from $3,000 / mo
Free plan	Yes	Yes
Deployment	Cloud platform, with self-hosted dbt Core and hybrid projects run in the customer's own environment.	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 27001:2022, ISO 27017:2015, ISO 27018:2025, ISO 27701:2019, ISO 42001:2023, GDPR, CCPA	SOC 2, HIPAA (BAA support)
Support	Documentation, online learning and community, 24x5 support, Priority support with enhanced SLA, Dedicated account management	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	—	2021
Headquarters	—	San Francisco, CA, United States
Employees	—	11–50
Funding	Series D · $414M raised	Series A · $19M raised
Best for	Data teams that build SQL-based data transformations and want them tested, version-controlled and governed.	Data teams already using dbt who want self-serve BI without per-seat pricing.