Mindbreeze InSpire vs SWIRL AI Search

Mindbreeze InSpire7.0Visit SWIRL AI Search9.0Visit

Mindbreeze InSpire #2 in AI Enterprise Search Software 7.0/10 Paid ✓ 3 of 3 features Visit Mindbreeze

vs

Higher score SWIRL AI Search #6 in AI Enterprise Search Software 9.0/10 Free plan · paid from $24,000/yr Free plan✓ 3 of 3 features Try SWIRL AI Search

• Mindbreeze InSpire fits best

  Organizations with many heterogeneous data sources

• SWIRL AI Search fits best

  Teams needing live federated search without indexing

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Side by side

Feature	Mindbreeze InSpire 7.0/10 Visit ↗	SWIRL AI Search 9.0/10 Visit ↗
At a glance
Editor score	7.0	9.0
Ranking	#2 in AI Enterprise Search Software	#6 in AI Enterprise Search Software
Best for	Organizations with many heterogeneous data sources	Teams needing live federated search without indexing
Pricing model	Paid	Free plan + paid
Starting price	Not published	Not published
Free plan	—	✓ (best)
Free trial	—	—
Deployment	Cloud, Self-hosted	Cloud, Self-hosted
Platforms	Web	Web
Support	Email, Tickets, Docs	Email, Tickets, Docs
Compliance	SOC 2, ISO 27001, GDPR, SSO/SAML	2FA
Integrations	500+ integrations	150+ integrations
Built for	Mid-market, Enterprise	Mid-market, Enterprise
Features Mindbreeze InSpire 3/3 · SWIRL AI Search 3/3
Permission sync	✓	✓
Answer citations	✓	✓
Admin controls	✓	✓
Specs
Source connectors	490	Not published
Deployment options	Hybrid	Hybrid
Indexed content limit	Not published	0 GB
Our review
Pros	500+ connectors across major business systems and content stores Permission-aware answers with citations and source-document access Cloud, hybrid, on-premises deployment plus search and GenAI APIs	Queries connected systems live without copying or indexing content Inline citations and source-level permissions support accountable answers MCP, REST API, workspaces, SSO, and hybrid deployment are included options
Cons	Starting price is 103700 for the 1M tier No free plan for evaluating the product Pricing scales by indexed documents rather than users	Paid plans begin at $24,000 annually The Departmental plan is limited to one business unit or workspace Advanced deployment and support features require the Enterprise plan
Our verdict	Mindbreeze InSpire is an enterprise search and insight engine for organizations that need to find and use information across structured and unstructured business content. It connects systems such as Microsoft 365, Teams, SharePoint,… Read the review →	SWIRL AI Search is a federated enterprise search and retrieval-augmented generation platform for teams that need live search across connected business systems without copying or indexing content. It combines ranked search, semantic… Read the review →

Strengths and trade-offs

• Mindbreeze InSpire — where it wins

  • 500+ connectors across major business systems and content stores
  • Permission-aware answers with citations and source-document access
  • Cloud, hybrid, on-premises deployment plus search and GenAI APIs

  Where it doesn't

  • Starting price is 103700 for the 1M tier
  • No free plan for evaluating the product
  • Pricing scales by indexed documents rather than users

• SWIRL AI Search — where it wins

  • Queries connected systems live without copying or indexing content
  • Inline citations and source-level permissions support accountable answers
  • MCP, REST API, workspaces, SSO, and hybrid deployment are included options

  Where it doesn't

  • Paid plans begin at $24,000 annually
  • The Departmental plan is limited to one business unit or workspace
  • Advanced deployment and support features require the Enterprise plan

• Mindbreeze InSpire7.0/10 · Paid

  A broad enterprise search platform for permission-aware answers across complex data estates.

  Visit MindbreezeFull verdict →
• SWIRL AI Search9.0/10 · Free plan · paid from $24,000/yr

  Live federated search with citations, permissions, and hybrid deployment.

  Try SWIRL AI SearchFull verdict →