Breaknorm
Sign inStart free

Product

SignalsPeopleCompaniesLocal businessesMCP and API

Plays

Post engagersTeam build-outChampion movedHiring surgeNewly fundedLookalikesAll plays

Data

Coverage by countryHiring dataJob changesEmail verificationCompanies by toolWho is hiringMarket mapsOutboundCompany profilesCompare
PricingDatasetsDocsSign in
Compare · BI & reporting

Looker Studio VS LookML

As of 30 October 2026, LookML is named by 156 companies and Looker Studio by 1,408; Looker Studio skews to companies under 200 people (54% vs 42%), LookML to companies over 1,000 (32% vs 23%).

As of 30 October 2026 · refreshed daily · counts move as websites, DNS and career sites are re-read.

The website-and-DNS footprint is not comparable between a marketing suite and a CRM: Looker Studio's script and mail records show on hundreds of thousands of small sites, LookML rarely leaves a trace outside its own apps. Compare on the job-posting numbers; use the footprint for reach.

Looker Studio: 2–200 employees
54%
LookML: 2–200 employees
42%
Looker Studio: 1,000+ employees
23%
LookML: 1,000+ employees
32%
Postings per company, 90 days
2.0 · 1.9
Website or DNS footprint
0 · 0
1,408companies name Looker Studio
156companies name LookML
0name both
2,869 · 289postings in 90 days, Looker Studio · LookML
02Side by side

Who chooses which

Share of each tool's companies in every segment. "Leans" marks a gap of more than two points.

By company size
SegmentLooker StudioshareLookMLshareLeans
Self-employed171%11%even
2-10 employees1098%64%Looker Studio
11-50 employees36526%1912%Looker Studio
51-200 employees28720%4026%LookML
201-500 employees20515%2415%even
501-1000 employees1068%1610%LookML
1001-5000 employees16011%3221%LookML
5001-10000 employees423%64%even
10,001+ employees1178%128%even
By industry
SegmentLooker StudioshareLookMLshareLeans
Business & finance services51637%2617%Looker Studio
Technology & software34124%8554%LookML
Commerce & trade876%106%even
Media & content826%64%even
Manufacturing & industry806%96%even
Consumer services & leisure775%43%Looker Studio
Public, community & associations453%21%even
Health care383%43%even
Hospitality & travel383%––outside top 12
Utilities & infrastructure342%––outside top 12
Property & construction282%21%even
Transport, logistics & rental232%43%even
Automotive––21%outside top 12
Agriculture & forestry––11%outside top 12
By country
SegmentLooker StudioshareLookMLshareLeans
United States63245%9762%LookML
United Kingdom1098%149%even
Germany997%43%Looker Studio
France665%53%even
Brazil604%21%Looker Studio
Poland443%32%even
Spain403%––outside top 12
India403%53%even
Canada312%21%even
Italy292%––outside top 12
Netherlands282%––outside top 12
Belgium252%––outside top 12
Japan––32%outside top 12
Australia––21%outside top 12
Switzerland––21%outside top 12
Denmark––21%outside top 12
Postings by team (share of each tool's postings)
SegmentLooker StudioshareLookMLshareLeans
Marketing & communications1,77845%10%Looker Studio
Data & AI82921%26374%LookML
Software engineering1303%247%LookML
Sales1103%93%even
Product, program & project management1023%72%even
IT operations & business systems752%113%even
Finance & accounting692%10%even
Logistics warehouse and transport521%––outside top 12
General management & consulting351%––outside top 12
Business development & strategy291%––outside top 12
Customer service & success201%––outside top 12
Engineering (non-software)190%––outside top 12
Human resources––21%outside top 12
Legal, compliance & risk––10%outside top 12
Retail & store operations––10%outside top 12
Unclassified––10%outside top 12
Cite this

Quote the sentence with the date and the link. The numbers change daily; the link always shows the current ones.

LookML is named by 156 companies in job postings and Looker Studio by 1,408; 0 name both. (Breaknorm, 30 October 2026, https://breaknorm.co/compare/looker-studio-vs-lookml)
How we know

Read from the source, not self-reported

Every number on this page can be traced to a page we crawled or a posting we read. Full methodology →

  • Job postingsRead hourly from career sites. A tool counts when the employer's own text names it as the team's system; both tools can count for one company.
  • Website and DNSScripts and embeds on the company's pages, plus SPF, DKIM, MX and CNAME records of its domain that point at the vendor.
  • SegmentsCountry, size and industry from the company profile built from its website.
  • Not a reviewNo ratings, prices or feature claims. For those, read the vendors.
FAQ

Looker Studio vs LookML: questions

Which is more used, Looker Studio or LookML?

By companies naming it in their own job postings, Looker Studio (1,408) over LookML (156). By website-and-DNS footprint, LookML (0 vs 0), because its scripts and mail records sit on many small company sites.

Who chooses Looker Studio?

54% of Looker Studio companies have 2 to 200 employees, against 42% for LookML. 23% of Looker Studio companies have over 1,000 employees, against 32% for LookML.

Do companies run both?

0 companies name both in their postings, usually Looker Studio in marketing and LookML in sales, or during a migration.

Where do these numbers come from?

From the employer's own text in job postings read hourly from career sites, and from scripts found on company websites in our crawl. No vendor data, no surveys.

Companies and people

Get either list your way

The same data as a search, over MCP and the API, as bulk files, or pushed to you as it changes.

Every company on either tool,
with the person who owns it

Filter on Looker Studio or LookML. Start free, no card.

  1. 01Sign up, no card
  2. 02Connect Claude, ChatGPT or an API key
  3. 03Ask for your market