Side vs Dataland

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

Dataland leads in AI visibility (37 vs 27)

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

Dataland

EmergingDeveloper Tools & Platforms

General

NY no-code collaborative database with workflow automation received M&A offer April 2025; YC W20 $1M revenue competing with Airtable and Notion for business operations teams without SQL expertise.

AI VisibilityBeta
Overall Score
D37
Category Rank
#230 of 1158
AI Consensus
46%
Trend
up
Per Platform
ChatGPT
29
Perplexity
47
Gemini
31

About

Dataland is a New York-based no-code collaborative data management platform — backed by Y Combinator (W20) with funding from South Park Commons and Switch Ventures — providing business teams with a spreadsheet-like interface for centralizing, structuring, and automating business data workflows without SQL expertise, generating $1 million in revenue in 2024 with a 5-9 person team. Received an M&A offer in April 2025, positioning as a competitive alternative to Airtable and Notion in the growing no-code database market.

Full profile

AI Visibility Head-to-Head

27
Overall Score
37
#1
Category Rank
#230
64
AI Consensus
46
up
Trend
up
34
ChatGPT
29
38
Perplexity
47
31
Gemini
31
23
Claude
34
26
Grok
48

Capabilities & Ecosystem

Capabilities

Only Side
Brokerage-as-a-Service

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