Side vs OpsLevel

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

AI visibility is closely matched (27 vs 24)
Side logo

Side

GrowthPropTech

Brokerage-as-a-Service

Brokerage platform for top agents; launch a boutique brand with Side's compliance, transaction management, and tech back-office; agent-first model with higher commission retention.

AI VisibilityBeta
Overall Score
D27
Category Rank
#1 of 1
AI Consensus
64%
Trend
up
Per Platform
ChatGPT
34
Perplexity
38
Gemini
31

About

Side is a San Francisco-based real estate brokerage platform that enables high-performing real estate agents and teams to operate as independent boutique brokerages with their own brands, websites, and marketing while leveraging Side's enterprise-grade back-office services — compliance, transaction management, technology, and licensing infrastructure. Rather than the traditional model where top agents work under a brokerage brand and split a significant portion of commission, Side's agent-first model allows agents to present themselves under their own brands and retain more of their earnings. Side handles all the regulatory, operational, and technology overhead of running a licensed brokerage, allowing agents to focus entirely on client relationships and transaction volume. The company is particularly attractive to top producers who have built strong personal brands but lack the resources or desire to manage brokerage operations. Founded in 2017, Side raised over $300M and reached a unicorn valuation in 2021, backed by investors including Sapphire Ventures and Trinity Ventures. It competes with eXp Realty and Real in the agent empowerment brokerage model.

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

27
Overall Score
24
#1
Category Rank
#1
64
AI Consensus
67
up
Trend
up
34
ChatGPT
22
38
Perplexity
18
31
Gemini
26
23
Claude
32
26
Grok
28

Capabilities & Ecosystem

Capabilities

Only Side
Brokerage-as-a-Service
Only OpsLevel
Developer Portal

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