[unCited]

Subcategory · AI Citation Index

Image Generation

The image generation category shows clear market stratification: three commercial leaders (Midjourney, Adobe, Canva) achieve 72-78% shortlist rates with consistent cross-model recognition (all diversity=4), establishing a quality tier that open alternatives haven't matched. Stability.ai and Leonardo AI occupy a middle ground at 39-49% shortlisting, while the long tail of 31 consensus brands suggests fragmented experimentation. With only 12 of 31 brands reaching evaluation and zero prompt coverage, buyers appear to rely heavily on brand reputation over systematic feature comparison.

155 discovery queries · 189 head-to-heads · refreshed Jun 29, 2026

Discovery stage

The shortlist

Across 155 buyer-style "Image Generation" queries

Most cited · Image GenerationLive

Midjourney

midjourney.com

Cited in 121 of 155 buyer questions for Image Generation — surfaced by 3 of 3 AI engines.

ChatGPTGeminiClaude
Citation rate
78%
Visibility score7/100
See the full Midjourney profile→
0%17%35%52%69%Coverage — share of discovery prompts where the brand surfaces66%71%77%82%88%Engine diversity

Hover or click a logo to see brand details

X = coverage across discovery prompts · Y = engine diversity · Bubble size = total mentions
Tracked acrossChatGPT,Gemini,Claude

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Score shifts, new entrants, citation gaps — every Monday.

Signal by intent

By topic

Top 5 most-cited brands per intent cluster. Brands with zero citations in a topic are not shown.

1Midjourney
7/8
2Adobe
6/8
3Canva
6/8
4Designer
4/8
5Stable Diffusion
4/8
1Adobe
8/8
2Canva
8/8
3Midjourney
7/8
4Designer
6/8
5Microsoft
6/8
1Midjourney
6/6
2Adobe
5/6
3Canva
5/6
4Designer
4/6
5Stable Diffusion
4/6
1Adobe
6/6
2Midjourney
6/6
3Canva
6/6
4Designer
6/6
5DALL·E
6/6
1Background Removal
5/5
2Adobe
5/5
3Midjourney
5/5
4Photoroom
5/5
5Canva
4/5
1Midjourney
4/4
2Canva
4/4
3Agency
4/4
4Adobe
4/4
5Leonardo AI
4/4
1Midjourney
4/4
2Ideogram
4/4
3Adobe
4/4
4Canva
4/4
5Stable Diffusion
4/4
1Midjourney
4/4
2Designer
4/4
3Adobe
4/4
4Agency
4/4
5Canva
4/4
≥50% cited
25–49%
<25%
Topics are discovery-stage prompt clusters · image-generation

Evaluation stage

Head-to-head

How often AI cites each brand across uniform category evaluation prompts · median 13/100

0255075100Evaluation citation rate — % of category evaluation prompts citing this brand06121824Evaluation prompts cited inmedian citation ratemedian exposure

Hover or click a logo to see brand details

X = evaluation citation rate · Y = evaluation prompts cited in · Bubble size = citation exposure
Median citation rate 13/100

Each brand's score is the share of category evaluation prompts where AI cited them across all four engines — the same prompt pool for every brand. Brands above the median citation rate have stronger presence in evaluation-stage queries.

Citation sources

Where AI pulls citations from

967 citations captured across Image Generation prompt runs.

Vendor pages

202

Product, help, and marketing pages from tracked vendors

Independent sources

265

Reviews, encyclopedias, forums, press — not vendor-owned

Buyer questions

What AI cites for top Image Generation questions

Most-cited prompts across the buyer journey. Click any prompt to see the actual URLs AI engines link to.

Discovery

Buyers exploring the category

Evaluation

Buyers comparing options

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