Liz Leeds is not being recommended in this tested buying-moment cluster.
Across the prompts tested in this run, AI is leaning on avantgardeaspen.com and other intermediaries instead of Liz Leeds.
Owned citations
0%
Site readiness
75/100
Trust signals
3/6
Visibility Share %
Top external source
avantgardeaspen.com
1 citations captured
Buyer prompt analysis
How AI answers the prompts that shape buying decisions in this category.
Liz Leeds is missing from this prompt.
Avant Garde Aspen and Compass take the recommendation while Liz Leeds stays out of the answer.
Liz Leeds is missing from this prompt.
Aspen Snowmass Sotheby's International Realty and Coldwell Banker Mason Morse Real Estate take the recommendation while Liz Leeds stays out of the answer.
Liz Leeds is missing from this prompt.
Aspen Snowmass Sotheby's International Realty and Coldwell Banker Mason Morse Real Estate take the recommendation while Liz Leeds stays out of the answer.
Where AI gets its proof
0% of citations come from lizleeds.com. The rest shape the answer without your input.
Authority signals
What AI checks before recommending a brand.
0 of 4 answers
0 of 3 from lizleeds.com
Crawl signals open
Gap: Wikipedia
Blockers
What to fix first
The shortest path to stronger recommendation share.
Give AI a page worth citing
0/3 captured citations came from lizleeds.com. Right now AI still leans on avantgardeaspen.com for category proof.
Create pages AI can remember
Liz Leeds 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 Aspen Snowmass Sotheby's International Realty
Aspen Snowmass Sotheby's International Realty appears in 3/4 tested prompt clusters. Build comparison and decision-support pages exactly where AI keeps pairing the brands.
The brand is missing from the answer set.