Cited source · URL-derived evidence
linuxfoundation.org
Every row below resolves to a published AI-answer citation or a public source connection. Rank.ai derives citation hostnames from the returned URLs instead of trusting provider-supplied labels.
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- Cited prompts
- 2
- Model providers
- 2
- Cited pages
- 2
- Best position
- 3
- Categories
- 2
- Last observed
- Aug 6, 2026, 12:00 AM UTC
Benchmark coverage
Where this source appears
Coverage is counted from the complete published prompt × provider matrix for each live category.
| Category | Prompts citing | Providers citing | Citation observations | Snapshot time | Full ranking |
|---|---|---|---|---|---|
| AI agent frameworks | 1 | 1 | 1 | Aug 6, 2026, 12:00 AM UTC | View table → |
| AI voice & audio | 1 | 1 | 1 | Jul 27, 2026, 12:00 AM UTC | View table → |
Prompt × model ledger
Exact citation evidence
Citation position is the provider-returned order inside a single answer. It is not a page rank or an endorsement score.
| Prompt | Provider | Model version | Position | Category | Cited page |
|---|---|---|---|---|---|
| Create a shortlist of AI voice and audio vendors for a global company standardizing governed speech applications across products and operations.commercial | Gemini | google/gemini-2.5-flash | 3 | Voice AI | https://forum.linuxfoundation.org/discussion/871214/best-ai-voice-agent-development-companies-in-the-usa ↗ |
| How should a company evaluate maintainer commitment, licensing, release stability, and migration risk in an agent framework?commercial | Openai | openai/gpt-4o-mini | 4 | Agent frameworks | https://linuxfoundation.org/blog/open-source-maintainers-what-they-need-and-how-to-support-them?hs_amp=true ↗ |
Page-level rollup
Pages models cited
De-duplicated by exact public URL and ordered by prompt breadth, provider breadth, then best observed position.
| Cited URL | Prompts | Providers | Best position | Observations | Categories |
|---|---|---|---|---|---|
| https://forum.linuxfoundation.org/discussion/871214/best-ai-voice-agent-development-companies-in-the-usa ↗ | 1 | 1 | 3 | 1 | Voice AI |
| https://linuxfoundation.org/blog/open-source-maintainers-what-they-need-and-how-to-support-them?hs_amp=true ↗ | 1 | 1 | 4 | 1 | Agent frameworks |