eGainAI Knowledge Platform for CX and Customer Service Automation
vs
ShelfNext-generation knowledge and governance platform for accurate GenAI answers.
Comparison · Knowledge Management · weekly run Nov 3
eGain vs Shelf
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
eGain is the stronger AI pick in Knowledge Management: it has a visibility score of 2.5 versus 1.5 for Shelf, and ranks ahead in 100% of the answers that name both.
Choose eGain if…
- You want the brand AI engines rank higher (2.5 vs 1.5)
- You prefer a larger, established vendor (501–1,000 employees)
- AI-powered knowledge management built for large enterprises
- Best for governed customer service knowledge
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 | eGain | Shelf |
|---|---|---|
| Visibility score | 2.5% | 1.5% |
| Change vs last week | New | New |
| Rank in Knowledge Management | #26 | #38 |
| Share of voice | 0.9% | 0.7% |
| Mentions this run | 5 | 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
eGain 0pp · Shelf 0pp over 0 weekly runs.
Engine by engine
eGain leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
eGainShelf
Head to head in AI answers
3 engine answers name both brands
3eGain ranked higher
0Shelf ranked higher
| Prompt | Engine | eGain | Shelf |
|---|---|---|---|
| Which Knowledge Management vendors do analysts recommend? | ChatGPT | #4 | #13 |
| Which Knowledge Management vendors do analysts recommend? | Perplexity | #4 | #5 |
| Official website of the top knowledge management tool vendors | ChatGPT | #14 | #15 |
Features, pricing & fit
| Dimension | eGain | Shelf |
|---|---|---|
| Pricing model | Per seat | — |
| Entry price | Free; paid from $0.5 per seat / mo | — |
| Free plan | Yes | — |
| Deployment | — | Cloud-hosted on AWS, with data centers in the US, Canada and EU |
| Compliance | — | SOC 2 Type II, GDPR, CCPA |
| Support | — | Contact form on the website, Developer portal with API specs, cookbooks and SDKs |
| Founded | 1997 | — |
| Headquarters | Sunnyvale, California, United States | New York City, NY, United States |
| Employees | 501–1,000 | 51–200 |
| Funding | Conventional debt (Oak Hill, sources conflict) | Series B · $61M raised |
| Best for | Large enterprises and government organizations that run customer service and contact centers and need governed knowledge behind their AI. | Business and knowledge management teams that need governed enterprise knowledge, and technical teams that want a data layer under their own AI applications. |
Plans side by side
eGain
eGain AI Knowledge Hub$25per user per month
eGain AI Agent$0.5per resolution, or $25 per user per month
Smart EvaluatorCustomrequest pricing
eGain Composer$0Free to build and test; production pricing follows products used
eGain Connectors$249per month
Shelf
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
eGain
- AI-powered knowledge management built for large enterprises
- Best for governed customer service knowledge
- Consistently recommended by analysts for knowledge management in customer-service environments
- Included in vendor shortlists for competitive intelligence databases
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, “eGain vs Shelf”, https://slateindex.ai/compare/egain-vs-shelf, data of Nov 3, 2026. Licence: CC BY 4.0.