Subcategory · AI Citation Index
Image Generation
Adobe and Midjourney tie at 79–78% shortlist rates; Stable Diffusion runs open-source; Adobe scores fall 8 points month-over-month.
155 discovery queries · 193 head-to-heads · refreshed Oct 21, 2026
Discovery stage
The shortlist
Across 155 buyer-style "Image Generation" queries
Adobe (79.35% shortlist rate, 368 mentions) and Midjourney (78.06%, 357 mentions) dominate across 155 prompts. Canva (71.61%) and Stable Diffusion (70.32%) trail closely, while Leonardo AI (38.71%) and ComfyUI (25.81%) serve workflow-specific niches. All top six appear on all four LLM shortlists.
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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.
Background RemovalEvaluation stage
Head-to-head
How often AI cites each brand across uniform category evaluation prompts · median 14/100
Adobe and Midjourney tie at 43-point average evaluation scores across 24 head-to-head queries. Stable Diffusion scores 41 points in 23 comparisons. Canva drops to 34 points in 19 queries, positioning it as a design-platform hybrid rather than a pure generative-image tool.
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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.
Trends
Over the last 12 months
Average category scores fell from 74 in March 2026 to 6 in October (18-query sample), driven by Adobe's 8-point decline. Sample sizes remain small—18 prompts maximum in October—limiting trend confidence.
Brands to know
In this category
Adobe
Adobe Firefly integrates into Creative Cloud workflows, delivering 79% shortlist coverage and a 66-point featured score. Its 8-point monthly drop suggests model churn or quality-perception shifts.
Read brand profile →Midjourney
Midjourney matches Adobe's 43-point evaluation average despite a 7-point featured score, signaling strong comparative performance but weaker standalone citations. Discord-native workflow remains a friction point.
Read brand profile →Stable Diffusion
Stable Diffusion appears in 70% of prompts with zero featured score, the open-source reference standard. ComfyUI (25.81% shortlist) extends its node-based control for power users.
Read brand profile →Leonardo AI
Leonardo AI scores 46 points featured, 38.71% shortlist rate, and 83 mentions—purpose-built for game assets and commercial iteration workflows where Midjourney's terms-of-service restrictions bite.
Read brand profile →Canva
Canva's 71.61% shortlist rate and 44 featured score reflect its template-plus-AI model. The 34-point evaluation average in 19 queries shows it competes on speed and brand-safe output, not raw image fidelity.
Read brand profile →Citation sources
Where AI pulls citations from
967 citations captured across Image Generation prompt runs.
Vendor pages
202Product, help, and marketing pages from tracked vendors
Independent sources
269Reviews, 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- UNITED STATES HIGH QUALITY PHOTO EDITING, VIRTUALbucket.boxbrownie.com
- Styldod Review for Real Estate Agents (2026) | RealEstateToolkit.airealestatetoolkit.ai
Evaluation
Buyers comparing options- Top AI Image Generators in 2025 - Writing Agency, Technical Writers, Ghostwritersthewritersforhire.com
- Best AI Image Generators For 2026 - Free & Paidaitoolssme.com
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