With Joy appears in the tested prompts, but it is not yet the obvious recommendation.
With Joy shows up in some buying moments, but AI still trusts theknot.com and competitor framing too often.
Owned citations
0%
Site readiness
85/100
Trust signals
1/6
Visibility Share %
WITop external source
theknot.com
2 citations captured
Buyer prompt analysis
How AI answers the prompts that shape buying decisions in this category.
With Joy appears, but doesn’t own the answer.
With Joy appears, but the proof still comes from competitor framing and third-party sources.
With Joy appears, but doesn’t own the answer.
With Joy appears, but the proof still comes from competitor framing and third-party sources.
With Joy appears, but doesn’t own the answer.
With Joy is present, but the answer still relies on thin or indirect proof.
Where AI gets its proof
0% of citations come from withjoy.com. The rest shape the answer without your input.
Authority signals
What AI checks before recommending a brand.
4 of 7 answers
0 of 7 from withjoy.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
0/7 captured citations came from withjoy.com. Right now AI still leans on theknot.com for category proof.
Create pages AI can remember
With Joy 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 The Knot
The Knot appears in 2/4 tested prompt clusters. Build comparison and decision-support pages exactly where AI keeps pairing the brands.
The brand is in the consideration set, but not yet the default pick.