Heptabase vs Rollstack

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

Rollstack leads in AI visibility (82 vs 22)
Heptabase logo

Heptabase

EmergingInfrastructure

IT Operations

Visual knowledge management platform with spatial whiteboard for researchers; $1.2M revenue in 2024 with 30K paid users backed by YC competing with Obsidian and Notion for sensemaking.

AI VisibilityBeta
Overall Score
D22
Category Rank
#47 of 68
AI Consensus
52%
Trend
up
Per Platform
ChatGPT
19
Perplexity
29
Gemini
33

About

Heptabase is a Taipei-based visual knowledge management platform that lets researchers, students, and knowledge workers organize complex information through a spatial whiteboard interface — placing notes as cards on infinite canvases, connecting related ideas visually, and enabling the kind of non-linear thinking that linear note-taking tools like Notion and Obsidian constrain. Founded in 2021 by CEO Alan Chan and backed by Y Combinator, Heptabase raised $2.2 million in funding, reached $1.2 million in revenue in 2024 with 30,000 active paid users, growing with an 8-person team.

Full profile
Rollstack logo

Rollstack

LeaderInfrastructure

IT Operations

Presentation automation platform embedding live Tableau, Looker, and BI charts into PowerPoint/Google Slides; $11M from Insight Partners and YC serving SoFi and monday.com automating thousands of data decks.

AI VisibilityBeta
Overall Score
A82
Category Rank
#4 of 68
AI Consensus
50%
Trend
up
Per Platform
ChatGPT
92
Perplexity
78
Gemini
91

About

Rollstack is a San Francisco-based presentation automation platform that uses AI to embed live data visualizations from business intelligence tools — Tableau, Looker, Power BI, Sigma, Excel, and others — directly into PowerPoint and Google Slides presentations, enabling enterprise teams to create data-driven slide decks without manually copying charts or updating numbers. Founded in 2023 and backed by Y Combinator with $11 million in Series A funding led by Insight Partners in October 2024, Rollstack serves Fortune 500 customers including SoFi and monday.com, automating thousands of slide decks.

Full profile

AI Visibility Head-to-Head

22
Overall Score
82
#47
Category Rank
#4
52
AI Consensus
50
up
Trend
up
19
ChatGPT
92
29
Perplexity
78
33
Gemini
91
13
Claude
75
22
Grok
76

Key Details

Category
IT Operations
IT Operations
Tier
Emerging
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Shared
IT Operations

Integrations

Only Rollstack

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