LF Meta shows up in some buying moments, but AI still trusts lastfortguide.com and competitor framing too often.
Owned citations
0%
Site readiness
76/100
Trust signals
3/6
Top external source
lastfortguide.com
3 citations captured
How AI answers the prompts that shape buying decisions in this category.
LF Meta appears, but doesn’t own the answer.
LF Meta appears, but the proof still comes from competitor framing and third-party sources.
LF Meta appears, but doesn’t own the answer.
LF Meta appears, but the proof still comes from competitor framing and third-party sources.
LF Meta appears, but doesn’t own the answer.
LF Meta appears, but the proof still comes from competitor framing and third-party sources.
0% of citations come from lfmeta.org. The rest shape the answer without your input.
What AI checks before recommending a brand.
5 of 7 answers
0 of 7 from lfmeta.org
Crawl signals open
Gap: Wikipedia
Blockers
The shortest path to stronger recommendation share.
Give AI a page worth citing
0/7 captured citations came from lfmeta.org. Right now AI still leans on lastfortguide.com for category proof.
Create pages AI can remember
LF Meta 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 LastFortGuide
LastFortGuide appears in 4/4 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.