Buyer prompt · published evidence
Recommend an open-source or self-hosted enterprise search platform for private retrieval-augmented generation.
An exact prompt-level view of which reviewed brands surfaced and which public URLs the configured AI models cited. No answer text or tenant data is published.
- Intent
- recommendation
- Model providers
- 3
- Categories
- 1
- Last observed
- Aug 7, 2026, 12:00 AM UTC
Competitive outcome
Brands surfaced
Ordered by provider breadth, then total mentions and owned-domain citations. A mention is not an endorsement or a position claim.
| # | Brand | Category | Providers | Mentions | Owned citations | Provider evidence |
|---|---|---|---|---|---|---|
| 01 | Onyx AIonyx.app ↗ | Enterprise search | 1 | 2 | 0 | Openai |
Model comparison
Answer matrix
One row per configured provider and category snapshot. Hashes prove answer identity without publishing stored answer text.
| Provider | Model version | Category | Brands surfaced | Citations | Unique domains | Answer hash |
|---|---|---|---|---|---|---|
| Openai | openai/gpt-4o-mini | Enterprise search | Onyx AI | 4 | 4 | 0ac7d7fb…f16e7 |
| Anthropic | anthropic/claude-haiku-4-5 | Enterprise search | None observed | 0 | 0 | 152e5fa6…31b92 |
| Gemini | google/gemini-2.5-flash | Enterprise search | None observed | 0 | 0 | 9f4c54e1…ddc5a |
URL-derived citations
Sources cited
Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.
| Domain | Cited page | Best position | Providers | Observations | Categories |
|---|---|---|---|---|---|
| beyondintranet.com | https://beyondintranet.com/blog/best-ai-enterprise-search-software/ ↗ | 1 | Openai | 1 | Enterprise search |
| ibl.ai | https://ibl.ai/blog/best-open-source-ai-search-engines-enterprise-2026 ↗ | 2 | Openai | 1 | Enterprise search |
| kore.ai | https://kore.ai/blog/best-enterprise-search-software ↗ | 3 | Openai | 1 | Enterprise search |
| quora.com | https://quora.com/What-are-some-good-open-source-enterprise-code-search-tools ↗ | 4 | Openai | 1 | Enterprise search |