Abound is not being recommended in this tested buying-moment cluster.
Across the prompts tested in this run, AI is leaning on nerdwallet.com and other intermediaries instead of Abound.
Owned citations
0%
Site readiness
53/100
Trust signals
4/6
Visibility Share %
Top external source
nerdwallet.com
2 citations captured
Buyer prompt analysis
How AI answers the prompts that shape buying decisions in this category.
Abound is missing from this prompt.
LightStream and SoFi take the recommendation while Abound stays out of the answer.
Abound is missing from this prompt.
SoFi and LightStream take the recommendation while Abound stays out of the answer.
Abound is missing from this prompt.
AI answers this query without a strong brand frame, so Abound never becomes the obvious choice.
Where AI gets its proof
0% of citations come from getabound.com. The rest shape the answer without your input.
Authority signals
What AI checks before recommending a brand.
0 of 7 answers
0 of 7 from getabound.com
Crawl signals open
Gap: Wikipedia
Blockers
What to fix first
The shortest path to stronger recommendation share.
Give AI a page worth citing
0/7 captured citations came from getabound.com. Right now AI still leans on nerdwallet.com for category proof.
Create pages AI can remember
Abound 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.