Arrowhead Imports appears in the tested prompts, but it is not yet the obvious recommendation.
Arrowhead Imports shows up in some buying moments, but AI still trusts kauthmayeur.com and competitor framing too often.
Owned citations
50%
Site readiness
72/100
Trust signals
1/6
Visibility Share %
ARTop external source
kauthmayeur.com
1 citations captured
Buyer prompt analysis
How AI answers the prompts that shape buying decisions in this category.
Arrowhead Imports is missing from this prompt.
Trend Auto Repair and Scott's Automotive take the recommendation while Arrowhead Imports stays out of the answer.
Arrowhead Imports is missing from this prompt.
Trend Auto Repair and Scott's Automotive take the recommendation while Arrowhead Imports stays out of the answer.
Arrowhead Imports appears, but doesn’t own the answer.
Arrowhead Imports is in the answer, but it still shares the shortlist with strong competitor cues.
Where AI gets its proof
50% of citations come from arrowheadimports.com. The rest shape the answer without your input.
Authority signals
What AI checks before recommending a brand.
3 of 6 answers
2 of 4 from arrowheadimports.com
Crawl signals open
Gap: Web mentions
Blockers
What to fix first
The shortest path to stronger recommendation share.
Create pages AI can remember
Arrowhead Imports 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.
Close the gap against Beyer Motor Works
Beyer Motor Works 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.