Google Cloud Knowledge Catalog vs. ServiceNow Workflow Data Fabric
A side-by-side comparison based on G2 review data.
| Metric | Google Cloud Knowledge Catalog | ServiceNow Workflow Data Fabric |
|---|---|---|
| Overall rating | 4.3 | 4.3 |
| Review count | 17 | 155 |
| Ease of use | 8.7 | 8.3 |
| Ease of setup | 10.0 | 8.2 |
| Quality of support | 8.5 | 8.7 |
| Meets requirements | 9.0 | 8.7 |
| NPS | 58.823529 | 44.078947 |
| Small Business | 41.2% | 19.6% |
| Mid-Market | 17.6% | 30.8% |
| Enterprise | 41.2% | 49.7% |
| Total page views | 69 | 1,256 |
| Total LLM citations | 152 | 4,147 |
Google Cloud Knowledge Catalog
Knowledge Catalog is a dynamic, always-on, universal context engine for agents. It unifies structured, unstructured, and SaaS data into a governed, agent-ready truth. Knowledge Catalog aggregates native context across your Google and partner data platforms, semantic models, and third-party catalogs, unifying them into a single, governed source of truth. Automatically harvest technical metadata across your foundational systems—including BigQuery, AlloyDB, Spanner, Cloud SQL, Firestore (Preview), and Looker (Preview).
ServiceNow Workflow Data Fabric
Workflow Data Fabric is the AI‑ready data foundation of the ServiceNow AI Platform. It connects to any data—structured, unstructured, and streaming—contextualizes it with business meaning and governance, and controls it with lineage and policies so employees and AI agents can confidently act on real‑time information to prevent disruptions, resolve requests faster, and optimize operations—all on one platform.
- Ease of Use
- Integrations
- Automation
- Efficiency Improvement
- Data Management
- Easy Integrations