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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
Jul 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.

#BrandCategoryProvidersMentionsOwned citationsProvider evidence
01Ideogramideogram.aiImage AI101Gemini
MODEL COMPARISON

Answer matrix

One row per configured provider and category snapshot. Hashes prove answer identity without publishing stored answer text.

ProviderModel versionCategoryBrands surfacedCitationsUnique domainsAnswer hash
Openaiopenai/gpt-4o-miniImage AINone observed00ca455e2b…d4e34
Anthropicanthropic/claude-haiku-4-5Image AINone observed6634b95b55…2a363
Geminigoogle/gemini-2.5-flashImage AIIdeogram8655155bea…b387f
URL-DERIVED CITATIONS

Sources cited

Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.

Snapshot IDsaa939256-c1ad-4dda-af52-5a11545d0f97
Corpus versionsai-image-generation-platforms-2026-07-27
Benchmark versions4-ai-image-generation-platforms-2026-07-27-models-64232fd32583

Coverage: Image AI. Full answers stored: no · Full answers published: no · Tenant data included: no.