← Loan Origination & Lending Software ranking
Brand report · September 2026
Mambu: AI Visibility Report
When buyers ask ChatGPT, Claude, and Gemini about loan origination & lending software, Mambu ranks #15 of 15, a Visibility Score of 6 in Loan Origination & Lending Software .
These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.
Dead last in its only category, invisible at decision time.
Where it wins. Mambu holds a 13.9% mention rate in Loan Origination and Lending Software, meaning AI models do register the brand when scanning the field, and the 'Top tools in 2026' prompt theme is the one context where it earns that recognition.
Where it loses. A rank of 15 out of 15 with a score of 6.3 tells the full story: Mambu is pulled into list-completion mode alongside nCino and Blend but never advances to a recommendation, and a 0% first-pick rate across every tested prompt means buyers hearing an AI recommendation in this category hear someone else's name.
AI-generated analysis of the September 2026 measurements.
ChatGPT 
Claude 
Gemini Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).
Share of each theme's answers that mention Mambu. Hover a row for the exact prompt. Compare shapes on the head-to-head page.
Gaps Best overall · Startup & small team · Enterprise pick · If you could pick one
Share of Mambu's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.
Scores are measured from real AI answers, refreshed monthly. Methodology.
We rerun the index every month. Drop your email and pick what to watch in Loan Origination & Lending Software: the whole category or specific brands. Free, unsubscribe anytime.