Looker vs OneReach.ai

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 Agents: it has a visibility score of 10.4 versus 1 for OneReach.ai, and ranks ahead in 100% of the answers that name both.

Choose Looker if…

You want the brand AI engines rank higher (10.4 vs 1)
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

Choose OneReach.ai if…

You need SOC 2 Type II or UK Cyber Essentials or HITRUST coverage
strong contender for building and managing conversational and automated agent architectures

AI visibility side by side

Latest weekly run · Nov 3

Metric	Looker	OneReach.ai
Visibility score	10.4%	1%
Change vs last week	New	New
Rank in AI Agents	#13	#58
Share of voice	2.5%	0.5%
Mentions this run	17	3
Positive in AI answers	30%	—

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

Visibility score trend

Weekly runs over the last 60 days

Looker 0pp · OneReach.ai 0pp over 0 weekly runs.

Engine by engine

Looker leads on 3 of 3 engines

ChatGPT

16.1%

0.9%

AI Mode

11.5%

0.9%

Perplexity

3.5%

1.1%

LookerOneReach.ai

Head to head in AI answers

1 engine answers name both brands

1Looker ranked higher

0OneReach.ai ranked higher

Prompt	Engine	Looker	OneReach.ai
Which AI Agents vendors do analysts recommend?	ChatGPT	#13	#20

Features, pricing & fit

Dimension	Looker	OneReach.ai
Deployment	Google Cloud	Dedicated Private Environment hosted in the customer's cloud or managed by OneReach, on public, private, government or sovereign infrastructure.
Compliance	SOC 2, ISO 27001, FedRAMP, HIPAA	SOC 2 Type II, UK Cyber Essentials, HITRUST
Support	—	24/7 support is standard across managed, infrastructure-only and combined service models
Founded	—	2012
Headquarters	—	Denver, CO
Employees	—	201–500
Funding	Series E · $280M raised	Private equity round led by LoneTree Capital (listed as Growth Equity by Caplight)
Best for	—	Large enterprises, especially in regulated industries such as government, finance and healthcare, that need many AI agents governed, costed and reused under central IT control.