Brand Vision is not being recommended in this tested buying-moment cluster.
Across the prompts tested in this run, AI is leaning on techradar.com and other intermediaries instead of Brand Vision.
Owned citations
0%
Site readiness
78/100
Trust signals
1/6
Visibility Share %
Top external source
techradar.com
2 citations captured
Buyer prompt analysis
How AI answers the prompts that shape buying decisions in this category.
Brand Vision is missing from this prompt.
AI answers this query without a strong brand frame, so Brand Vision never becomes the obvious choice.
Brand Vision is missing from this prompt.
Neuron and MetaLab take the recommendation while Brand Vision stays out of the answer.
Brand Vision is missing from this prompt.
Momentum Design Lab and MetaLab take the recommendation while Brand Vision stays out of the answer.
Where AI gets its proof
0% of citations come from brandvm.com. The rest shape the answer without your input.
Authority signals
What AI checks before recommending a brand.
0 of 5 answers
0 of 5 from brandvm.com
Crawl signals open
Gap: Web mentions
Blockers
What to fix first
The shortest path to stronger recommendation share.
Give AI a page worth citing
0/5 captured citations came from brandvm.com. Right now AI still leans on techradar.com for category proof.
Create pages AI can remember
Brand Vision is not yet stable AI memory. Add comparison pages, clear category explainers, and reusable trust assets that models can come back to.
Close the gap against MetaLab
MetaLab appears in 2/4 tested prompt clusters. Build comparison and decision-support pages exactly where AI keeps pairing the brands.
The brand is missing from the answer set.