Perpetua vs OpsLevel

Side-by-side comparison of AI visibility scores, market position, and capabilities

Perpetua leads in AI visibility (36 vs 24)
Perpetua logo

Perpetua

GrowthAdvertising Technology

AI Advertising Optimization for Retail Media

Perpetua is an AI-powered advertising optimization platform for Amazon, Instacart, and retail media, helping brands grow with automated campaign management and market intelligence.

AI VisibilityBeta
Overall Score
D36
Category Rank
#1 of 1
AI Consensus
66%
Trend
up
Per Platform
ChatGPT
37
Perplexity
46
Gemini
41

About

Perpetua is an advertising technology company headquartered in San Francisco that provides AI-powered advertising optimization for brands selling on Amazon, Instacart, Target, and other retail media platforms — automating the campaign creation, bid management, and performance optimization workflows that drive retail media program results for brand teams and the agencies that manage their advertising. Founded in 2018 and backed by leading growth investors, Perpetua was built to make retail media advertising accessible and effective for brands that lack the in-house advertising operations expertise and analyst headcount to manually manage the continuous bid optimization, keyword expansion, and negative keyword maintenance that Amazon advertising at scale demands.

Full profile
OpsLevel logo

OpsLevel

EmergingDeveloper Tools

Developer Portal

OpsLevel is a developer portal and service catalog for tracking service ownership, maturity scorecards, and production readiness across microservices.

AI VisibilityBeta
Overall Score
D24
Category Rank
#1 of 1
AI Consensus
67%
Trend
up
Per Platform
ChatGPT
22
Perplexity
18
Gemini
26

About

OpsLevel is a developer portal platform that gives engineering organizations visibility into the services they operate, who owns them, and how mature they are relative to internal engineering standards. At its core, OpsLevel maintains a service catalog that maps every microservice, repository, and infrastructure component to a team owner, populating metadata automatically from integrations with GitHub, GitLab, PagerDuty, Datadog, and cloud providers. This catalog becomes the authoritative source of truth for answering questions like who to contact about a service, what tier of reliability it requires, and what dependencies it has — questions that are often unanswerable at engineering organizations that have grown past the point where everyone knows everything.

Full profile

AI Visibility Head-to-Head

36
Overall Score
24
#1
Category Rank
#1
66
AI Consensus
67
up
Trend
up
37
ChatGPT
22
46
Perplexity
18
41
Gemini
26
31
Claude
32
36
Grok
28

Capabilities & Ecosystem

Capabilities

Only Perpetua
AI Advertising Optimization for Retail Media
Only OpsLevel
Developer Portal

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.