Buyer prompt · published evidence
Which criteria expose model, style, reference, asset, project, metadata, workflow, export, and API lock-in in an AI image platform?
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 27, 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 | Stability AIstability.ai ↗ | Image AI | 1 | 0 | 1 | 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 | Image AI | Stability AI | 3 | 3 | 44006f40…67722 |
| Anthropic | anthropic/claude-haiku-4-5 | Image AI | None observed | 0 | 0 | 39425206…c887f |
| Gemini | google/gemini-2.5-flash | Image AI | None observed | 2 | 2 | 39b0f32a…aa0d0 |
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 |
|---|---|---|---|---|---|
| eliassen.com | https://eliassen.com/blog/what-is-ai-vendor-lock-in-and-why-does-it-matter ↗ | 1 | Gemini | 1 | Image AI |
| youtube.com | https://youtube.com/watch?v=4SDKJ75XjVE ↗ | 1 | Openai | 1 | Image AI |
| platform.stability.ai | https://platform.stability.ai/docs/getting-started/stable-image ↗ | 2 | Openai | 1 | Image AI |
| truefoundry.com | https://truefoundry.com/blog/vendor-lock-in-prevention ↗ | 2 | Gemini | 1 | Image AI |
| trufflesecurity.com | https://trufflesecurity.com/blog/api-keys-leaking-in-png-metadata-of-ai-images ↗ | 3 | Openai | 1 | Image AI |