AI visibility report · Apr 1–30, 2026 · 25 prompts × 4 models · 3,000 runs
Above category average (52). You rank #2 in your competitive set behind Studio Nine.
You're winning on Perplexity and ChatGPT, holding ground on Claude, and almost invisible on Gemini. Fix the Gemini gap and you'll overtake Studio Nine in 4–6 weeks.
Daily Spotlight Visibility Score, broken down per model.
How you appear in each AI model's answers, scored independently.
Strong on branding-related prompts. Cites your /work page in 60% of answers.
Mid-pack. Claude tends to cite design publications more than your direct site. See Citations section.
Your strongest channel. Heavy citation of /work case studies and Behance.
Major gap. Gemini relies on Google's web index, so you're under-cited on the sources Google trusts. Recommendation #1 below addresses this directly.
Of all 3,000 runs across your prompts and competitors' prompts, who got mentioned how often.
Position you achieved (or didn't) for each prompt × model combination. Click any cell for the raw answer.
| Prompt | ChatGPT | Claude | Perplexity | Gemini |
|---|---|---|---|---|
| Best creative studios for early-stage brands | #2 | #3 | #1 | — |
| Design studios that combine branding + digital | #1 | #2 | #2 | #7 |
| Independent design studios for founder-led brands | #3 | #1 | #1 | — |
| Top branding agencies in 2026 | #6 | #5 | #4 | — |
| Studios known for typographic identity work | #2 | #3 | #1 | #8 |
| Best small design studios for D2C brands | #3 | — | #2 | — |
| + 19 more prompts · View all in dashboard → | ||||
The pages and third-party sources AI models pulled from when answering about your space.
| Source | Cites | Models |
|---|---|---|
| andstuff.studio/work | 18 | 4 |
| behance.net/andstuff | 11 | 3 |
| andstuff.studio/about | 9 | 3 |
| designrush.com | 7 | 2 |
| awwwards.com/sites/andstuff | 6 | 2 |
| medium.com/@andrew-andstuff | 5 | 2 |
What AI models actually say about you. Themes are clustered from 142 mentions.
Specific actions, with estimated visibility-score lift, refreshed weekly.
Gemini and ChatGPT both rely on roundup posts (DesignRush, Clutch, Awwwards Top 100) that you're missing from. Pitching for inclusion in 2 of these would close most of the Gemini gap.
Studio Nine is winning this prompt with one well-cited 2025 post. A comparable pillar piece on your domain would directly compete for the same citations.
At least one AI model cites your team page with stale info. Updating this corrects misperception across all 4 models within ~2 weeks.
“Limited recent case studies” appears 6 times in Claude responses. Fresh work signals the brand is active, and Claude is most sensitive to this.
“Pricing not transparent” is a small but recurring theme. A clear engagement page would neutralise this for users in research mode.
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