Geometric mean of LBA, Authority and TOM. Penalises any single weak metric.
What the model believes about Affinity Designer 2 without web search.
Frequency × prominence across organic category prompts.
Measures what GPT-5 believes about Affinity Designer 2 from training alone, before any web search. We probe the model 5 times across 5 different angles and score 5 sub-signals.
High overlap with brand prompts shows Affinity Designer 2 is firmly in the model's "vector illustration tool" category.
Unprompted recall on 15 high-volume discovery prompts, run 5 times each in pure recall mode (no web). Brands that surface here are baked into the model's training, not borrowed from live search.
| Discovery prompt | Volume | Appeared | Positions (5 runs) |
|---|---|---|---|
| What are the best vector illustration tools for designers? | 0 | 4/5 | 2, 2, 2, 2 |
| What are the top vector illustration apps for creating logos? | 0 | 4/5 | 2, 2, 2, 2 |
| What are the most popular vector illustration tools right now? | 0 | 5/5 | 2, 2, 3, 2, 3 |
| What vector illustration software do professionals recommend? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| What are the best vector drawing tools for illustration work? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| What are the best vector graphics programs for artists? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| What are the best apps for making scalable vector illustrations? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| What are the top-rated tools for vector art and icons? | 0 | 4/5 | 2, 2, 2, 2 |
| What are the best vector design tools for beginners? | 0 | 4/5 | 2, 3, 3, 2 |
| What vector illustration tools are easiest to use? | 0 | 1/5 | 2 |
| What are the best professional tools for vector artwork? | 0 | 4/5 | 2, 2, 2, 2 |
| What vector illustration software is best for freelancers? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| What are the best online vector illustration tools? | 0 | 1/5 | 2 |
| What are the best desktop vector illustration programs? | 0 | 5/5 | 2, 2, 2, 2, 2 |
| What are the best vector tools for making icons and logos? | 0 | 5/5 | 2, 2, 2, 2, 2 |
This report focuses on Vector Illustration Tools because that is where Affinity Designer 2 scores highest. The model also evaluates it against the industries below, with their own prompts and competitor sets. Click any industry for its full leaderboard.
Generated automatically from gaps and weaknesses in the analysis above, ranked by potential impact on the AI Visibility Score.
You score 76 on recall but only 10 on retrieval (gap of +65.9). Training-data authority is outpacing your current web footprint. Publish fresh, well-cited content to keep search-augmented responses including your brand.
Close the fragility gapYour LBA is strong. Focus on maintaining authoritative coverage and ensuring new product launches get independent reviews within 12 months of release.
Maintain current LBACore TOM is strong. Watch for specific differentiators (slogans, signature products) that appear in only some iterations. Push those into training-data-crawled headlines.
Maintain / refine TOMOther brands in the Vector Illustration Tools industry, ranked by overall AI Visibility Score.
Every score on this page is reproducible. Below is exactly what we ran and how we computed each number.
(LBA × Authority × TOM)^(1/3). Geometric mean is used so that any single weak metric pulls the overall score down, rather than being masked by strength elsewhere.
quality × meta × stability × share × recognition × 100. Each sub-signal is on a 0-1 scale. Read the full LBA methodology →
Analysis run on April 22, 2026 at 9:45 PM
Click a prompt to expand its responses. 210 total responses across 72 prompts.