CodaThe all-in-one collaborative workspace.
vs
ShelfNext-generation knowledge and governance platform for accurate GenAI answers.
Comparison · Knowledge Management · weekly run Nov 3
Coda vs Shelf
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Coda is the stronger AI pick in Knowledge Management: it has a visibility score of 1.9 versus 1.5 for Shelf.
Choose Coda if…
- You want the brand AI engines rank higher (1.9 vs 1.5)
- You need ISO 27001 or ISO 27017 or ISO 27018 or SOC 2 Type 2 or SOC 3 coverage
- You prefer a larger, established vendor (201–500 employees)
- Handles structured tabular data and advanced databases flexibly
Choose Shelf if…
- You need SOC 2 Type II or GDPR or CCPA coverage
- Recommended by analysts for knowledge management
- Suited to customer-service and contact-center knowledge management
- Recommended for vendor landscape and competitive intelligence databases
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Coda | Shelf |
|---|---|---|
| Visibility score | 1.9% | 1.5% |
| Change vs last week | New | New |
| Rank in Knowledge Management | #33 | #38 |
| Share of voice | 0.7% | 0.7% |
| Mentions this run | 4 | 4 |
| Positive in AI answers | — | 67% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Coda 0pp · Shelf 0pp over 0 weekly runs.
Engine by engine
Coda leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
CodaShelf
Head to head in AI answers
0 engine answers name both brands
0Coda ranked higher
0Shelf ranked higher
Features, pricing & fit
| Dimension | Coda | Shelf |
|---|---|---|
| Deployment | — | Cloud-hosted on AWS, with data centers in the US, Canada and EU |
| Integrations | 600+ | — |
| Compliance | ISO 27001, ISO 27017, ISO 27018, SOC 2 Type 2, SOC 3 | SOC 2 Type II, GDPR, CCPA |
| Support | Help center, Superhuman community | Contact form on the website, Developer portal with API specs, cookbooks and SDKs |
| Founded | 2014 | — |
| Headquarters | San Francisco | New York City, NY, United States |
| Employees | 201–500 | 51–200 |
| Funding | Series D · $240M raised | Series B · $61M raised |
| Best for | Teams that want docs, spreadsheets and apps in one collaborative workspace. | Business and knowledge management teams that need governed enterprise knowledge, and technical teams that want a data layer under their own AI applications. |
Pros and cons
Themes from the AI answers that mention each brand
Coda
- Handles structured tabular data and advanced databases flexibly
Shelf
- Recommended by analysts for knowledge management
- Suited to customer-service and contact-center knowledge management
- Recommended for vendor landscape and competitive intelligence databases
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Coda vs Shelf”, https://slateindex.ai/compare/coda-vs-shelf, data of Nov 3, 2026. Licence: CC BY 4.0.