How often ChatGPT mentions Algolia for enterprise search software, and how it stacks up against the tools that dominate the answers.
Share of ChatGPT answers naming each tool, same 1 questions.
| # | Tool | Visibility | |
|---|---|---|---|
| 1 | Elastic | 100% | |
| 2 | Copilot | 100% | |
| 3 | Coveo | 100% | |
| 4 | Glean | 100% | |
| 5 | Microsoft 365 Copilot | 100% | |
| 6 | Google Gemini Enterprise | 75% | |
| 7 | Gemini Enterprise | 75% | |
| 8 | Guru | 50% | |
| 9 | Algolia ← this tool | 25% | |
| 10 | Lucidworks | 25% | |
| 11 | Google Cloud Search | 25% | |
| 12 | Microsoft 365 Copilot Search | 25% |
Free account, see every engine, the trend over time, and which sources to win.
The questions where ChatGPT currently names Algolia.
The “best” enterprise search software depends heavily on your environment: internal employee knowledge search, customer-facing search, developer-built search, or AI-powered answers. Current leading platforms include Glean, Coveo, Elastic, Microsoft, Google, and others. Fluree TechVendorIndex
| Platform | Best for | Strengths | Trade-offs |
|---|---|---|---|
| Glean | Large companies wanting AI workplace search | Strong cross-app search, knowledge graph, permission-aware answers, many SaaS connectors | Higher cost; less suited for teams wanting full infrastructure control |
| Coveo | Customer support, commerce, large enterprise search experiences | Excellent relevance tuning, recommendations, service search | More complex implementation; enterprise pricing |
| Elastic | Engineering teams building custom search | Maximum flexibility, hybrid keyword/vector search, self-managed options | Requires more search expertise and operations work |
| Microsoft Microsoft 365 Copilot | Microsoft 365 organizations | Deep integration with Teams, SharePoint, Outlook, Office | Best mainly inside Microsoft ecosystem |
| Google Google Gemini Enterprise | Google Workspace organizations | Strong Google ecosystem integration and AI capabilities | Less compelling outside Google environments |
| Lucidworks | Large-scale search applications | Strong enterprise search, AI retrieval, and customization | Typically requires more deployment expertise |
| Algolia | Developer-focused website/app search | Very fast APIs, excellent for product catalogs and apps | Less focused on internal knowledge management |
ClickUp bizz## Quick recommendations
bizz Lucidworks## What to evaluate before buying
Data connectors
Does it index your actual systems (SharePoint, Google Drive, Slack, Jira, Salesforce, Confluence, databases)?
Security model
Does it respect existing permissions so users only see documents they are authorized to access?
AI answer quality
Does it provide cited answers, or just generate summaries that may be difficult to verify?
Deployment model
SaaS-only vs. self-hosted vs. hybrid.
Search workload
Internal employee knowledge ≠ customer site search ≠ developer search infrastructure.
For a typical 500–10,000 employee company with many SaaS tools, I would usually shortlist Glean, Microsoft 365 Copilot (if already on M365), Coveo, and Elastic for a proof of concept. cdata.com TechVendorIndex
If you share your company size, main data sources (M365, Google Workspace, Slack, Salesforce, Confluence, etc.), and whether this is for employees or customers, I can narrow it to 2–3 best fits.