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Sylus vs Looker: which one fits your team?

Sylus vs Looker: which one fits your team?

Looker is built for data teams who build governed models in LookML. Sylus is built for everyone else: ask questions in plain English and get answers and dashboards in seconds.

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Sylus vs Looker at a glance

Sylus vs Looker at a glance

How the two tools compare on the things that matter to teams who just want answers from their data.

Compare

Looker

Sylus

Who it’s built for

Looker

Data teams and LookML developers who build governed models and reports for everyone else

Sylus

Execs, managers, and business teams who need answers without a data team in the middle

How you get answers

Looker

Model the data in LookML, then explore and build dashboards on top

Sylus

Ask a question in plain English and get an answer in seconds

Time to first dashboard

Looker

Weeks to months of warehouse setup and LookML modeling

Sylus

Minutes. Connect your systems and generate a dashboard from one prompt

Skills required

Looker

LookML and SQL for developers, plus Explore training for everyone else

Sylus

None. If you can type a question, you can use Sylus

Follow-up questions

Looker

New questions often need LookML changes from a developer

Sylus

Ask follow-ups in the same conversation, or straight from Slack

Connecting your data

Looker

Queries SQL databases and warehouses; other sources must be loaded into one first

Sylus

500+ one-click connectors for accounting, ERP, CRM, and ad platforms

Pricing model

Looker

Platform edition plus per-user licenses (Developer, Standard, Viewer)

Sylus

Custom quote based on your data sources and number of users, with a free 30-day proof of concept

Security

Looker

Hosted on Google Cloud, with roles and row-level access controls

Sylus

SOC 2 Type II, HIPAA, role-based permissions, and self-hosted deployment

Sharing & alerts

Looker

Scheduled deliveries to email, Slack, and more, with data alerts

Sylus

Scheduled reports, Slack alerts, share links, embeds, and CSV/PDF export

Looker is a trademark of Google LLC. Comparison based on publicly available information; features and pricing may change.

Chat with your AI data analyst

Get the answers you need in seconds.

Ask a question, get back answers.

Ask a question or type ‘/’ for shortcuts…

Sales Database

Chat with your AI data analyst

Get the answers you need in seconds.

Ask a question, get back answers.

Ask a question or type ‘/’ for shortcuts…

Sales Database

Chat with your AI data analyst

Get the answers you need in seconds.

Ask a question, get back answers.

Ask a question or type ‘/’ for shortcuts…

Sales Database

With Sylus

With Sylus

What getting answers looks like when anyone on your team can ask

Ask a question, get an answer. No tickets, no SQL, no waiting. Type what you want to know in plain English and Sylus answers in seconds.

Your analysts think, Sylus pulls. Ad hoc requests, quick numbers, data prep, all handled. Your team gets back to the strategic work that actually moves the business.

All your data, one conversation. Sylus connects to your accounting, ERP, ad platforms, and CRMs, bringing everything together. No more stitching spreadsheets.

Live data, current answers. No stale dashboards or outdated reports. Sylus works off what's happening right now, not last quarter.

Create entire dashboards with a single prompt

Create entire dashboards with a single prompt

Describe what you want to track and let Sylus generate a custom dashboard for you in minutes.

Sales Dashboard

Build me a sales dashboard

Reasoned for 1 minute

Sales Dashboard

Version 1

Here’s your sales dashboard for the last 12 months, covering revenue, orders, products, territories and rep performance. A few things stood out:

Revenue up 48%: $48.8M in total sales over the last 12 months, peaking at $5.1M in October

Southwest leads: your top territory at $10.5M, nearly double the prior 12 months

Bikes drive sales: 86% of revenue, with 91% of orders placed online

Want me to break any of this down by region, rep or product?

Follow up...

Our AI may make mistakes. Check important info.

Dashboard

File

Sales Dashboard

Revenue, orders, products, territories and rep performance for the last 12 months.

Total Revenue

Last 12 months

•

What were total sales for the last 12 months?

$48,814,611.81

48%

from the previous period

Average Order Value

Last 12 months

•

What is our average order value for the last 12 months?

$613.32

12%

from the previous period

Sales by Category

Last 12 months

•

What were total sales by product category?

Bikes
Components
Clothing
Accessories
Total$48.8MCategory

Sales by Country

Last 12 months

•

Where are our orders coming from?

Top countries
United States$26.4m
Canada$6.8m
Australia$6m
United Kingdom$5m
France$4.8m
Germany$3.8m

Average Daily Sales by Sales Rep

Last 12 months

•

What were average daily sales for each sales rep?

Avg Sales Per Day
04k8k12k11.6k11.1k10.2k8.6k8.5k6.8k6.2k6.1k4.6k4k3.9k3.8k3.4k3.3k6.6kLinda Mitche…Jae PakMichael Blyt…Jillian Cars…Ranjit Varke…Shu ItoJosé SaraivaTsvi ReiterRachel ValdezTete Mensa-A…David Campbe…Garrett Varg…Pamela Ansma…Lynn TsofliasSales RepAvg Sales Per Day

Monthly Revenue and Order Volume

Last 12 months

•

What was our monthly revenue and order volume over the last 12 months?

Monthly Revenue
Monthly Orders
Monthly RevenueMonthly Orders
02m4m6m05001k1.5k2k2.5kAugSepOctNovDecJanFebMarAprMayJunJulMonth

Monthly Sales by Category

Last 12 months

•

How did sales for each category trend month over month?

Accessories
Clothing
Components
Bikes
01m2m3m4m5mAugSepOctNovDecJanFebMarAprMayJunJulMonth

E-commerce Funnel

Last 12 months

•

How do online shoppers convert from visit to purchase?

Sessions612.5k100%Product Views257.2k42%Add to Cart64.3k25%Checkout31.2k48.5%Purchases17.8k57.2%

Online vs Offline Orders

Last 12 months

•

How many orders came in online vs offline each month?

Online Orders
Offline Orders
05001k1.5k2k2.5kJanFebMarAprMayJunJulAugSepOctNovDecMonth

Top 10 Products by Sales

Last 12 months

•

Which products generated the most sales?

Total Sales
0500k1m1.5m2m2.5mMount…Mount…Mount…Mount…Mount…Mount…Road-…Touri…Road-…Touri…Product Name

Monthly Sales by Top Reps

Last 12 months

•

How did our top 5 reps perform each month?

Ranjit Varkey Chudukatil
Michael Blythe
Linda Mitchell
Jillian Carson
Jae Pak
0200k400k600k800kAugSepOctNovDecJanFebMarAprMayJunJulMonth

Add content

Sylus sales dashboard with revenue, order value, category and country charts
Sylus sales dashboard with revenue, order value, category and country charts

Which one is right for you?

Which one is right for you?

Both are good tools. They’re built for different people and different ways of working.

Choose Looker if

Looker

You have a data team that wants a governed semantic layer defined in code.

Your data already lives in a cloud warehouse like BigQuery or Snowflake.

You’re embedding analytics into your own product at scale.

Choose Sylus if

Sylus

Your execs and managers need answers without waiting on a data team.

Your data lives across many tools: accounting, ERP, CRM, and ad platforms.

You want dashboards in minutes, not a months-long BI project.

You want to try it free on your own data before you commit.

What people are saying

What people are saying

Your data is in safe hands

This includes state-of-the-art encryption, safe and reliable infrastructure partners, and independently verified security controls.

SOC 2 Type II compliant

Sylus has undergone a Service Organization Controls audit (SOC 2 Type II)

HIPAA compliant

Privacy & security measures to ensure that PHI is appropriately safeguarded.

Permissions & governance

Provision users, enforce permissions, & implement robust governance.

IP protection policy

Neither Sylus nor our model partners train models on customer data.

Self-hosted deployment

Deploy in your own air-gapped environment.

Secure connections

SSL and pass-through OAuth available.

Explore 500+ one-click connectors

Explore 500+ one-click connectors

Connect your data sources using our 500+ one-click connectors.

Frequently asked questions

Frequently asked questions

Is Sylus a replacement for Looker?

For most business teams, yes. Sylus gives execs and managers dashboards and answers without waiting on a developer to model the data in LookML first. Some companies keep Looker for governed, developer-built reporting and use Sylus for everyday questions and ad hoc analysis.

Can Sylus work alongside Looker?

Yes. Sylus connects directly to your business systems, so it doesn’t depend on your Looker setup. Many teams run both: the data team keeps its LookML models, and everyone else gets answers from Sylus in seconds.

Do I need to know LookML or SQL to use Sylus?

No. There’s no modeling language to learn. You type a question in plain English, and Sylus handles the data prep, joins, and calculations for you.

How long does it take to switch from Looker to Sylus?

Most teams are up and running in minutes. Connect your data sources with our one-click connectors and start asking questions. There are no models to rebuild before you see value.

How does pricing compare?

Looker is licensed as a platform edition plus per-user licenses (Developer, Standard, or Viewer). Sylus is quoted for your setup: your price depends on how many data sources you connect, what types they are, and how many people use Sylus. You can start with a free 30-day proof of concept on your own data before you commit.

Does Sylus connect to the same data sources as Looker?

Sylus has 500+ one-click connectors covering accounting, ERP, CRM, ad platforms, and databases, so you don’t need to load everything into a warehouse first. If your data lives in a system your team already uses, Sylus can most likely connect to it.

Is Sylus as secure as Looker?

Sylus is SOC 2 Type II and HIPAA compliant, supports role-based permissions, and offers self-hosted deployment. Your data is encrypted and never used to train models.

Can Sylus build dashboards like Looker?

Yes. Describe what you want to track and Sylus generates a full dashboard from a single prompt. You can schedule it as a report, share it with a link, embed it, or export it as CSV or PDF.

What if Sylus gives me the wrong answer?

It’s rare, but we’ve made sure you’re never in the dark. Sylus is SQL-based, so every answer comes with the exact query behind it. You can see the logic, trace where the data came from, and verify it yourself. Nothing is hidden, no black box. If something looks off, you know exactly why.

My data is complex and messy. How will Sylus understand it?

That’s exactly what Sylus was built for. Under the hood, Sylus uses a semantic layer, a map of your data that understands what each table, field, and metric actually means in your business context. So when you ask “what’s our revenue by region,” Sylus already knows where revenue lives, how it’s calculated, and which tables to pull from. The messier your data, the more the semantic layer matters, and the more time it saves your team.

Is Sylus a replacement for Looker?

For most business teams, yes. Sylus gives execs and managers dashboards and answers without waiting on a developer to model the data in LookML first. Some companies keep Looker for governed, developer-built reporting and use Sylus for everyday questions and ad hoc analysis.

Can Sylus work alongside Looker?

Yes. Sylus connects directly to your business systems, so it doesn’t depend on your Looker setup. Many teams run both: the data team keeps its LookML models, and everyone else gets answers from Sylus in seconds.

Do I need to know LookML or SQL to use Sylus?

No. There’s no modeling language to learn. You type a question in plain English, and Sylus handles the data prep, joins, and calculations for you.

How long does it take to switch from Looker to Sylus?

Most teams are up and running in minutes. Connect your data sources with our one-click connectors and start asking questions. There are no models to rebuild before you see value.

How does pricing compare?

Looker is licensed as a platform edition plus per-user licenses (Developer, Standard, or Viewer). Sylus is quoted for your setup: your price depends on how many data sources you connect, what types they are, and how many people use Sylus. You can start with a free 30-day proof of concept on your own data before you commit.

Does Sylus connect to the same data sources as Looker?

Sylus has 500+ one-click connectors covering accounting, ERP, CRM, ad platforms, and databases, so you don’t need to load everything into a warehouse first. If your data lives in a system your team already uses, Sylus can most likely connect to it.

Is Sylus as secure as Looker?

Sylus is SOC 2 Type II and HIPAA compliant, supports role-based permissions, and offers self-hosted deployment. Your data is encrypted and never used to train models.

Can Sylus build dashboards like Looker?

Yes. Describe what you want to track and Sylus generates a full dashboard from a single prompt. You can schedule it as a report, share it with a link, embed it, or export it as CSV or PDF.

What if Sylus gives me the wrong answer?

It’s rare, but we’ve made sure you’re never in the dark. Sylus is SQL-based, so every answer comes with the exact query behind it. You can see the logic, trace where the data came from, and verify it yourself. Nothing is hidden, no black box. If something looks off, you know exactly why.

My data is complex and messy. How will Sylus understand it?

That’s exactly what Sylus was built for. Under the hood, Sylus uses a semantic layer, a map of your data that understands what each table, field, and metric actually means in your business context. So when you ask “what’s our revenue by region,” Sylus already knows where revenue lives, how it’s calculated, and which tables to pull from. The messier your data, the more the semantic layer matters, and the more time it saves your team.

Get a call back

Get a call back

No commitment. No sales pitch. Just a 15-minute conversation to see if Sylus fits your team.

Get a call back

No commitment. No sales pitch. Just a 15-minute conversation to see if Sylus fits your team.

who is my top customer?

183ms

show me our DAU

183ms

show me our outstanding balances total

183ms

which features get used most

183ms

show me avg sales per team in the northeast

183ms

top customers based on AOV

183ms

Schedule reports & alerts

Sylus thoroughly explores your data & validates assumptions before returning a final deliverable.

Free 30-day proof of concept

Try Sylus on your own data for 30 days before you commit.

Built on governed context

Sylus grounds all analysis and exploration in your dbt models & dbt documentation.

Schedule reports & alerts

Sylus thoroughly explores your data & validates assumptions before returning a final deliverable.

Free 30-day proof of concept

Try Sylus on your own data for 30 days before you commit.

Built on governed context

Sylus grounds all analysis and exploration in your dbt models & dbt documentation.

Copyright © 2026 Sylus Labs Limited

All rights reserved.

Copyright © 2026 Sylus Labs Limited

All rights reserved.

Copyright © 2026 Sylus Labs Limited

All rights reserved.