Swinburne University of Technology is not being recommended in this tested buying-moment cluster.
Across the prompts tested in this run, AI is leaning on fastweb.com and other intermediaries instead of Swinburne University of Technology.
Owned citations
0%
Site readiness
49/100
Trust signals
1/6
Visibility Share %
SWTop external source
fastweb.com
1 citations captured
Buyer prompt analysis
How AI answers the prompts that shape buying decisions in this category.
Swinburne University of Technology is missing from this prompt.
AI answers this query without a strong brand frame, so Swinburne University of Technology never becomes the obvious choice.
Swinburne University of Technology is missing from this prompt.
AI answers this query without a strong brand frame, so Swinburne University of Technology never becomes the obvious choice.
Swinburne University of Technology is missing from this prompt.
AI answers this query without a strong brand frame, so Swinburne University of Technology never becomes the obvious choice.
Where AI gets its proof
0% of citations come from swinburne.edu.au. The rest shape the answer without your input.
Authority signals
What AI checks before recommending a brand.
0 of 3 answers
0 of 2 from swinburne.edu.au
Crawl signals open
Gap: Web mentions
Blockers
What to fix first
The shortest path to stronger recommendation share.
Give AI a page worth citing
0/2 captured citations came from swinburne.edu.au. Right now AI still leans on fastweb.com for category proof.
Create pages AI can remember
Swinburne University of Technology is not yet stable AI memory. Add comparison pages, clear category explainers, and reusable trust assets that models can come back to.
Add explicit crawler guidance
Right now there is no explicit retrieval guidance for AI crawlers. Add llms.txt plus clearer category and product paths that models can trust and revisit.
The brand is missing from the answer set.