artdevdesign.com AI Visibility Report — 10% Score
A snapshot of how often major AI assistants mention artdevdesign.com when answering buyer questions, plus a breakdown of the entity signals that drive those mentions.
10 search queries tested across 6 AI engines (60 total queries) on August 11, 2026.
- GoogleGoogle not checked
- BingNot found on Bing
- Brave SearchNot found on Brave Search
- WikipediaNot found on Wikipedia
- WikidataNot found on Wikidata
- Wayback MachineIndexed on Wayback Machine
- IndexNowNot found on IndexNow
- Google Knowledge GraphGoogle Knowledge Graph not checked
“Marketing A.D.D. vs Refine Labs: which is better for a founder-led SMB needing hands-on multi-channel execution versus a B2B SaaS demand-generation partner?”
“**Marketing A.D.D. (ArtDevDesign) is the better fit for a founder-led SMB needing hands-on multi-channel execution.**[[1]]( ) Refine Labs is a speciali...”
artdevdesign.com AI Visibility Analysis
Answer Engine Optimization (AEO) measures how often AI assistants cite your brand when answering real buyer questions. Unlike SEO, AEO isn't about ranking on a blue link — it's about being the answer.
A 10% score means, on average, artdevdesign.com was mentioned in 10 out of every 100 relevant AI responses we tested. The industry benchmark for a well-optimized brand is 60% and up. Most brands score below 20% on their first audit.
The entity-presence checks above drive most of this score. LLMs are trained on — and cite from — Wikipedia, Wikidata, Bing, Brave, and the Google Knowledge Graph at disproportionate rates. Missing from one of those? You're likely missing from the answer.
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