Buyer prompt · published evidence
Design a consistency test for AI image platforms using recurring characters, products, styles, layouts, colors, seeds, references, and multi-step edits.
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 | Ideogramideogram.ai ↗ | Image AI | 1 | 0 | 1 | Gemini |
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 | None observed | 0 | 0 | ce8890d2…0ea96 |
| Anthropic | anthropic/claude-haiku-4-5 | Image AI | None observed | 0 | 0 | ccd757b8…56392 |
| Gemini | google/gemini-2.5-flash | Image AI | Ideogram | 3 | 3 | 00a0771c…2ba51 |
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 |
|---|---|---|---|---|---|
| ideogram.ai | https://ideogram.ai/features/character/ ↗ | 1 | Gemini | 1 | Image AI |
| melies.co | https://melies.co/ai-consistent-image-generator ↗ | 2 | Gemini | 1 | Image AI |
| christytuckerlearning.com | https://christytuckerlearning.com/experimenting-with-character-generation-in-consistentcharacter-ai/ ↗ | 3 | Gemini | 1 | Image AI |