Shelf vs. Idiomatic
A side-by-side comparison based on G2 review data.
| Metric | Shelf | Idiomatic |
|---|---|---|
| Overall rating | 4.7 | 4.6 |
| Review count | 141 | 12 |
| Ease of use | 9.5 | 8.8 |
| Ease of setup | 9.6 | 0.0 |
| Quality of support | 9.7 | 9.5 |
| Meets requirements | 9.3 | 9.0 |
| NPS | 83.703704 | 75 |
| Small Business | 14.9% | 8.3% |
| Mid-Market | 56.7% | 25.0% |
| Enterprise | 28.4% | 66.7% |
| Total page views | 430 | 36 |
| Total LLM citations | 2,482 | 65 |
Shelf
Shelf is the AI Data Layer for trusted enterprise AI and better answers for people. Shelf translates fragmented enterprise knowledge, documents, and files - together with the business context and logic that give them meaning - into a reusable AI data model. By embedding company-specific terminology, relationships, policies, and operating rules, Shelf gives AI agents the context to reason accurately and act with confidence. Enterprise governance and continuous quality assurance keep knowledge current, consistent, and accessible to the right people and agents.
- Ease of Use
- Time-saving
- Visibility
- AI Technology
- AI Features
- Layout Organization
Idiomatic
Idiomatic provides instant Voice of Customer within minutes. With our new self-serve version, you can 1- Upload Any Feedback Data Set: Easily upload/connect your customer feedback data from help desk, surveys, app reviews, product reviews, social media, and forum/communities. See the magic happen instantly, live. 2- Get a Custom Taxonomy: Idiomatic instantly generates a set of labels custom to your dataset, providing you with a taxonomy in real-time you can use for classification. 3- Get Instant Results: Get your set of labels, and all of your data categorized by those labels in minutes.