GitLab vs Make

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

The short answer

Make is the stronger AI pick in Project Management: it has a visibility score of 7.2 versus 3.6 for GitLab, and ranks ahead in 25% of the answers that name both.

Choose GitLab if…

AI answers describe it more positively (46% vs 41% positive)
You need SOC 2 Type 2 (GitLab.com and GitLab Dedicated) or ISO/IEC 27001:2022 or ISO/IEC 27017:2015 or ISO/IEC 27018:2019 or GDPR compliance or CSA Trusted Cloud Provider or FedRAMP Moderate baseline (GitLab Dedicated for Government) or GovRAMP authorized coverage
You prefer a larger, established vendor (1,001–5,000 employees)
All-in-one DevSecOps platform

Choose Make if…

You want the brand AI engines rank higher (7.2 vs 3.6)
You need GDPR or SOC 2 Type II or SOC 3 or ISO 27001 coverage
Free tier with 1,000 credits per month
Transparent pricing with paid plans from $12/month

AI visibility side by side

Latest weekly run · Nov 3

Metric	GitLab	Make
Visibility score	3.6%	7.2%
Change vs last week	New	New
Rank in Project Management	#20	#13
Share of voice	0.9%	1.8%
Mentions this run	5	10
Positive in AI answers	46%	41%

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

Visibility score trend

Weekly runs over the last 60 days

GitLab 0pp · Make 0pp over 0 weekly runs.

Engine by engine

Make leads on 3 of 3 engines

ChatGPT

2.6%

12.2%

AI Mode

4.1%

4.4%

Perplexity

4.1%

GitLabMake

Head to head in AI answers

4 engine answers name both brands

3GitLab ranked higher

1Make ranked higher

Prompt	Engine	GitLab	Make
What should a project management tool integrate with?	ChatGPT	#3	#1
What should a project management tool integrate with?	AI Mode	#4	#7
What should a project management tool integrate with?	Perplexity	#2	#6
Top project management tool options for B2B SaaS companies	AI Mode	#4	#6

Features, pricing & fit

Dimension	GitLab	Make
Pricing model	Per seat	—
Entry price	Free; paid from $29 per seat / mo	—
Free plan	Yes	—
Deployment	GitLab.com, self-managed and GitLab Dedicated	Cloud, hosted on Amazon AWS
Integrations	—	3500+
Compliance	SOC 2 Type 2 (GitLab.com and GitLab Dedicated), ISO/IEC 27001:2022, ISO/IEC 27017:2015, ISO/IEC 27018:2019, GDPR compliance, CSA Trusted Cloud Provider, FedRAMP Moderate baseline (GitLab Dedicated for Government), GovRAMP authorized	GDPR, SOC 2 Type II, SOC 3, ISO 27001
Support	Priority support with 24x5 coverage and SLAs (Premium), Upgrade Support	Help center, Community forum, 24/7 support on Enterprise plans, Dedicated support team on Enterprise plans
Founded	2014	2012
Headquarters	San Francisco, California, US	Prague, Czech Republic
Employees	1,001–5,000	201–500
Funding	PIPE	—
Best for	Scaling development teams and enterprises that need advanced security and compliance capabilities	Teams and organizations deploying AI and automation across the business, from a single department to company-wide.