Continue vs Looker

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

The short answer

Looker is the stronger AI pick in AI Coding Assistants: it has a visibility score of 8.3 versus 1.7 for Continue, and ranks ahead in 100% of the answers that name both.

Choose Continue if…

AI answers describe it more positively (33% vs 30% positive)
You need a self-hosted or on-premises option

Choose Looker if…

You want the brand AI engines rank higher (8.3 vs 1.7)
You need SOC 2 or ISO 27001 or FedRAMP or HIPAA coverage
Governed semantic layer and metric consistency
Strong integration with Google Cloud, BigQuery and Workspace

AI visibility side by side

Latest weekly run · Nov 3

Metric	Continue	Looker
Visibility score	1.7%	8.3%
Change vs last week	New	New
Rank in AI Coding Assistants	#22	#11
Share of voice	0.8%	3.2%
Mentions this run	4	17
Positive in AI answers	33%	30%

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

Visibility score trend

Weekly runs over the last 60 days

Continue 0pp · Looker 0pp over 0 weekly runs.

Engine by engine

Looker leads on 3 of 3 engines

ChatGPT

15.9%

AI Mode

1.3%

2.6%

Perplexity

0.9%

6.5%

ContinueLooker

Head to head in AI answers

1 engine answers name both brands

0Continue ranked higher

1Looker ranked higher

Prompt	Engine	Continue	Looker
Alternatives to the most popular AI coding assistant	Perplexity	#13	#6

Features, pricing & fit

Dimension	Continue	Looker
Deployment	Open-source editor extensions and CLI, with self-hosted and local model use supported	Google Cloud
Compliance	—	SOC 2, ISO 27001, FedRAMP, HIPAA
Founded	2023	—
Headquarters	San Francisco, CA, USA	—
Employees	11–50	—
Funding	Seed (SAFEs), led by Heavybit · $5M raised	Series E · $280M raised