Does Zenlytic publish its pricing?

No. Zenlytic's pricing page links to a demo and its documentation directs pricing questions to sales. Dot publishes prices for Free, Pro, and Team.

What is Zoë, Zenlytic's AI analyst?

Zoë is Zenlytic's AI agent for Slack, Teams, email, web, and MCP clients. Its Clarity Engine cites the SQL behind each answer.

How is Dot different from Zenlytic?

Dot publishes prices and supports analysis across more connectors. Zenlytic quotes pricing through sales and centers its product on a Git-based context layer.

All comparisons

Dot vs Zenlytic

Dot combines published pricing, 31 connectors, and cross-source analysis. Zenlytic centers its own Git-based semantic layer.

What are the differences between Dot and Zenlytic?

Showing 12 of 43 capabilities across 6 categories

03 / 10

Which data sources can it access?

Joins data across separate sources

Dot: Yes. Joins separate sources inside one workspace
Zenlytic: Partly. Models can reference warehouses; join depth unpublished Source

05 / 10

How do you know the data is correct?

Regression tests for important questions

Dot: Yes. Per-org eval suites with feedback-driven improvement
Zenlytic: No. No eval suite; manual ask-check-fix loops instead Source

06 / 10

Who owns and maintains the business logic?

Context stays current when schemas change

Dot: Yes. Schema changes trigger assisted context review
Zenlytic: Partly. Zoe assists updates; schema changes require review Source

07 / 10

Which outputs can it produce?

Exports decks and PDFs

Dot: Yes. Scheduled reviews export as finished PowerPoint/PDF decks
Zenlytic: Partly. Live queryable Artifacts/Excel; static PPT/PDF export unconfirmed Source

White labeling and embedded analytics

Dot: Partly. Dashboard embedding; limited white-label controls
Zenlytic: Yes. Signed and private embeds for customer applications Source

08 / 10

Which governance and security controls are included?

Security audit log

Dot: Yes. Security audit log with a SIEM API
Zenlytic: Partly. Run history and versioning; no dedicated audit log Source

Self-hosting available

Dot: Partly. Self-hosted option, but Enterprise tier only
Zenlytic: No. Hosted only, on AWS with US/EU regions Source

SOC 2 Type II

Dot: Yes. SOC 2 Type II certified
Zenlytic: Partly. Homepage badge claims it; docs don't confirm Source

Open source

Dot: No. Proprietary; source not public
Zenlytic: Partly. Metrics layer is Apache-2.0 OSS; app stays proprietary Source

10 / 10

How do pricing and cost controls work?

Public, predictable pricing

Dot: Yes. Published plans and prices at getdot.ai/pricing
Zenlytic: No. No public pricing; demo-booking flow only Source

Hard usage limits, spend visibility, and ROI

Dot: Yes. Set usage limits; track spend and ROI
Zenlytic: Partly. Seat or contract limits; ROI tracked separately Source

Free tier or trial

Dot: Yes. Free plan available, no credit card required
Zenlytic: Partly. Free trial signup exists; scope and duration unpublished Source

Across all 43 capabilities

Dot36 supported2 partial5 not available

Zenlytic28 supported8 partial7 not available

Category	Decision point	Dot	Zenlytic
03 / 10Which data sources can it access?	Joins data across separate sources	Yes. Joins separate sources inside one workspace	Partly. Models can reference warehouses; join depth unpublished Source
05 / 10How do you know the data is correct?	Regression tests for important questions	Yes. Per-org eval suites with feedback-driven improvement	No. No eval suite; manual ask-check-fix loops instead Source
06 / 10Who owns and maintains the business logic?	Context stays current when schemas change	Yes. Schema changes trigger assisted context review	Partly. Zoe assists updates; schema changes require review Source
07 / 10Which outputs can it produce?	Exports decks and PDFs	Yes. Scheduled reviews export as finished PowerPoint/PDF decks	Partly. Live queryable Artifacts/Excel; static PPT/PDF export unconfirmed Source
07 / 10Which outputs can it produce?	White labeling and embedded analytics	Partly. Dashboard embedding; limited white-label controls	Yes. Signed and private embeds for customer applications Source
08 / 10Which governance and security controls are included?	Security audit log	Yes. Security audit log with a SIEM API	Partly. Run history and versioning; no dedicated audit log Source
	Self-hosting available	Partly. Self-hosted option, but Enterprise tier only	No. Hosted only, on AWS with US/EU regions Source
	SOC 2 Type II	Yes. SOC 2 Type II certified	Partly. Homepage badge claims it; docs don't confirm Source
	Open source	No. Proprietary; source not public	Partly. Metrics layer is Apache-2.0 OSS; app stays proprietary Source
10 / 10How do pricing and cost controls work?	Public, predictable pricing	Yes. Published plans and prices at getdot.ai/pricing	No. No public pricing; demo-booking flow only Source
	Hard usage limits, spend visibility, and ROI	Yes. Set usage limits; track spend and ROI	Partly. Seat or contract limits; ROI tracked separately Source
	Free tier or trial	Yes. Free plan available, no credit card required	Partly. Free trial signup exists; scope and duration unpublished Source
Across all 43 capabilities		Dot36 supported2 partial5 not available	Zenlytic28 supported8 partial7 not available

Conclusion

Choose for the analytics stack you want to end up with

The decision is not only which tool answers questions today. It is which product can become your analytics platform over time.

Choose Zenlytic when the semantic layer should remain central

Its semantic layer supports branches, pull requests, and KPI promotion.
Live Artifacts remain queryable and drillable after generation.
Verizon reports cutting a 60-day workflow to about one day.

Pricing

The pricing page lists no plans or prices.
Documentation directs pricing questions to sales.
Trial scope and duration are not published.

Source

Choose Dot for best-of-breed AI analytics that can replace BI

Connect Dot to the data sources and semantic models you already have, then start with one agent. Context, apps, and business logic stay version-controlled in a repository you own, so they never become a Dot-only asset. Add dashboards, reporting, and governed workflows as adoption grows, then retire BI software you no longer need.

Watch out

Dot is growing quickly. Its smaller team may not offer the same level of hands-on support as a larger vendor in every region.

Pricing

Free plan, no credit card
Pro at $200/month, or $180/month billed annually. Unlimited users.
Team at $800/month, or $720/month billed annually. Adds single sign-on and row-level security.
Enterprise is custom: self-hosting, SLAs, and volume terms

Full pricing

Why the pricing model matters

Frontier AI has variable inference cost. A vendor that relies only on seat pricing must eventually meter AI, absorb the cost, or limit capability. Dot makes usage visible, lets teams set limits, and tracks the return on that spend.

Receipts

Benchmarked against human analysts, and measured in production

DABStep is Adyen’s public data-analysis benchmark. Dot scored above trained human analysts. It is independently published and available to inspect. In production, customers report these outcomes.

18× ROI

Choco, from time saved on analytics

12,000+ hours

saved every year at Duolingo, across 5,000+ tables

99% faster

time-to-insight at Emerge

€800K found

in a single investigation at KRY

Every Dot answer shows its work. Click any number to inspect the query.