Hamza Sehouli is not being recommended in this tested buying-moment cluster.
Across the prompts tested in this run, AI is leaning on en.wikipedia.org and other intermediaries instead of Hamza Sehouli.
Owned citations
0%
Site readiness
79/100
Trust signals
2/6
Visibility Share %
HATop external source
en.wikipedia.org
1 citations captured
Buyer prompt analysis
How AI answers the prompts that shape buying decisions in this category.
Hamza Sehouli is missing from this prompt.
Instrument and Ueno take the recommendation while Hamza Sehouli stays out of the answer.
Hamza Sehouli is missing from this prompt.
AI answers this query without a strong brand frame, so Hamza Sehouli never becomes the obvious choice.
Hamza Sehouli is missing from this prompt.
AI answers this query without a strong brand frame, so Hamza Sehouli never becomes the obvious choice.
Where AI gets its proof
0% of citations come from hamza-sehouli.com. The rest shape the answer without your input.
Authority signals
What AI checks before recommending a brand.
0 of 4 answers
0 of 4 from hamza-sehouli.com
Crawl signals open
Gap: Wikipedia
Blockers
What to fix first
The shortest path to stronger recommendation share.
Give AI a page worth citing
0/4 captured citations came from hamza-sehouli.com. Right now AI still leans on en.wikipedia.org for category proof.
Create pages AI can remember
Hamza Sehouli 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 DEPT
DEPT appears in 1/4 tested prompt clusters. Build comparison and decision-support pages exactly where AI keeps pairing the brands.
The brand is missing from the answer set.