Ambi is not being recommended in this tested buying-moment cluster.
Across the prompts tested in this run, AI is leaning on clutch.co and other intermediaries instead of Ambi.
Owned citations
0%
Site readiness
69/100
Trust signals
1/6
Visibility Share %
DDTop external source
clutch.co
1 citations captured
Buyer prompt analysis
How AI answers the prompts that shape buying decisions in this category.
Ambi is missing from this prompt.
AI answers this query without a strong brand frame, so Ambi never becomes the obvious choice.
Ambi is missing from this prompt.
Code and Theory and Clay take the recommendation while Ambi stays out of the answer.
Ambi is missing from this prompt.
Baunfire and Clay take the recommendation while Ambi stays out of the answer.
Where AI gets its proof
0% of citations come from ambi-tech.io. The rest shape the answer without your input.
Authority signals
What AI checks before recommending a brand.
0 of 5 answers
0 of 4 from ambi-tech.io
Crawl signals open
Gap: Web mentions
Blockers
What to fix first
The shortest path to stronger recommendation share.
Give AI a page worth citing
0/4 captured citations came from ambi-tech.io. Right now AI still leans on clutch.co for category proof.
Create pages AI can remember
Ambi 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.