Thunderdome B2B SaaS AI Visibility Index

← Loan Origination & Lending Software ranking

Head-to-head · September 2026 snapshot

nCino vs Encompass

nCino leads broadly; Encompass owns the startup conversation. nCino's 18-point Visibility Score advantage comes from being named in 60% of answers versus 42% for Encompass, with ChatGPT and Gemini both preferring nCino on feature-led and budget-oriented questions. Encompass punches back through Claude, where it scores 63 against nCino's 48, and it takes the startup and small-team question outright. Any buyer whose AI research runs primarily through Claude will get a meaningfully different shortlist than the cross-model consensus suggests.

nCino Encompass
Visibility Score 50 35
Rank in category #1 #2
Mention rate 60% 42%
#1 pick rate 24% 25%
Avg. position when named 2.6 2.5

Who each model prefers

ChatGPT
nCino
46
Encompass
25
Claude
nCino
48
Encompass
63
Gemini
nCino
55
Encompass
19

The models split: ChatGPT prefers nCino, Claude prefers Encompass, Gemini prefers nCino.

The shape of the fight

Each axis is one of the 8 measured buyer questions; the further out, the more of that question's answers name the brand. Hover an axis for the raw counts. Single-axis gaps ride on 9 answers each, so read the overall shape, not one spike.

nCinoEncompass
Best overallUse caseTop toolsStartupEnterpriseFeature-ledSingle pickBudget

The fight, question by question

Mentions out of 9 answers per question. Click any question for the full transcripts.

Question nCino Encompass Edge
Best overallWhat's the best loan origination software for a lender? 9 9 even
Use-case fitWe're a small business lender that needs online applications, automated underwriting, and document collection in one platform. What should we use? 1 1 even
Top tools in 2026What are the top loan origination and lending platforms in 2026? 9 3 nCino
Startup & small teamWhich loan software is best for a small credit union on a budget? 0 1 Encompass
Enterprise pickWhich undefined should a large enterprise standardize on, considering security, compliance, and scale? 0 0 even
Feature-led askI need software that handles the full loan lifecycle from application to servicing for our portfolio. What do you recommend? 7 3 nCino
If you could pick oneIf you could only pick one loan origination platform, which would it be and why? 8 8 even
Budget & alternativesWhat lending software has the best integrations with credit bureaus and core banking systems? 9 5 nCino

Open this matchup in the compare tool →  ·  nCino brand report  ·  Encompass brand report

Measured from 72 fresh answers collected from the models' production APIs in September 2026; rankings change monthly. Neither brand can pay to appear here or to move the numbers. Full recipe on the methodology page.