Buyer prompt · published evidence
How should a company evaluate maintainer commitment, licensing, release stability, and migration risk in an agent framework?
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
- commercial
- Model providers
- 3
- Categories
- 1
- Last observed
- Aug 6, 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 |
|---|
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 | Agent frameworks | None observed | 5 | 5 | b582f03a…bb6c8 |
| Anthropic | anthropic/claude-haiku-4-5 | Agent frameworks | None observed | 0 | 0 | e9a839c2…2fed8 |
| Gemini | google/gemini-2.5-flash | Agent frameworks | None observed | 1 | 1 | 40080212…46cc5 |
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 |
|---|---|---|---|---|---|
| rank.ai | https://rank.ai/index/entities/ai-agent-frameworks-prompt-agent-framework-longevity-licensing ↗ | 1 | Gemini | 1 | Agent frameworks |
| sonarsource.com | https://sonarsource.com/resources/library/open-source-maintainers/ ↗ | 1 | Openai | 1 | Agent frameworks |
| nateberkopec.com | https://nateberkopec.com/blog/what-does-it-mean-do-be-an-oss-maintainer/ ↗ | 2 | Openai | 1 | Agent frameworks |
| openssf.org | https://openssf.org/blog/2024/01/31/maintainer-motivations-challenges-and-best-practices-on-open-source-software-security/ ↗ | 3 | Openai | 1 | Agent frameworks |
| linuxfoundation.org | https://linuxfoundation.org/blog/open-source-maintainers-what-they-need-and-how-to-support-them?hs_amp=true ↗ | 4 | Openai | 1 | Agent frameworks |
| github.com | https://github.com/ossf/wg-best-practices-os-developers/blob/main/docs/Concise-Guide-for-Evaluating-Open-Source-Software.md ↗ | 5 | Openai | 1 | Agent frameworks |