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Buyer question · Loan origination and lending software · release 2026-09

Which loan origination platform fits a lender that funds commercial and specialty loans in house?

16 of the 25 checked vendors were never named for “Which loan origination platform fits a lender that funds commercial and specialty loans in house?”. The most named: nCino, in 9 of 15 answers; then LoanPro in 6 and TurnKey Lender in 6. nCino came from Claude, Google AI Overviews and Google AI Mode; ChatGPT and Perplexity did not name it. 16 of the 25 checked vendors were never named here, including MeridianLink and ICE Mortgage Technology.

If you sell loan origination and lending software and your name is not in that list, this is the question to fix first.

These answers come from one capture on 22 September 2026, three runs per engine, to this fixed wording. They are not a ranking, and an engine can answer differently on a refresh.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Who was named

Each count is over the 15 valid answers to this exact question. Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Checked loan origination and lending software vendors named in answers to this question, counted per answer.
VendorNamedRateWilson 95% interval
nCino9 of 1560.0%35.7% to 80.2%
LoanPro6 of 1540.0%19.8% to 64.3%
TurnKey Lender6 of 1540.0%19.8% to 64.3%
LendingWise5 of 1533.3%15.2% to 58.3%
Finastra3 of 1520.0%7.0% to 45.2%
Nortridge3 of 1520.0%7.0% to 45.2%
Abrigo1 of 156.7%1.2% to 29.8%
Baker Hill1 of 156.7%1.2% to 29.8%
Vergent LMS1 of 156.7%1.2% to 29.8%

Checked and never named

16 of 25 checked vendors: 0 of 15 each.

Blend, Byte Software, Calyx, defi SOLUTIONS, FICS, Floify, ICE Mortgage Technology, Jack Henry, LendingPad, MeridianLink, Mortgage Cadence, MortgageFlex, Origence, Sync1 Systems, Temenos, The Mortgage Office.

By engine

Three runs per engine. Each cell is how many valid runs named the vendor.

Runs naming each vendor, by engine, for this question.
VendorChatGPTClaudePerplexityGoogle AI OverviewsGoogle AI Mode
nCino0 of 33 of 30 of 33 of 33 of 3
LoanPro0 of 30 of 31 of 33 of 32 of 3
TurnKey Lender2 of 30 of 30 of 31 of 33 of 3
LendingWise2 of 30 of 32 of 31 of 30 of 3
Finastra0 of 31 of 31 of 31 of 30 of 3
Nortridge0 of 32 of 30 of 30 of 31 of 3
Abrigo0 of 31 of 30 of 30 of 30 of 3
Baker Hill0 of 30 of 30 of 30 of 31 of 3
Vergent LMS0 of 30 of 30 of 31 of 30 of 3

What the engines said

If you also want to manage repayments, collections, and ongoing loan administration in the same platform, TurnKey Lender is worth comparing because it offers those functions alongside commercial origination and decisioning.

ChatGPT, . Full answer text in the deposit.

nCino is a cloud-based banking platform built on Salesforce that supports commercial, small business, and mortgage lending workflows.

Claude, . Full answer text in the deposit.

If the lender needs configurability across virtually any loan class, including commercial, LoanPro says it supports virtually every class of loans and can handle complex entities, collateral, and sophisticated credit structures.

Perplexity, . Full answer text in the deposit.

If your "specialty" loans include non-traditional assets or structures (such as asset-based lending, equipment leases, receivables factoring, merchant cash advances, or unique lines of credit), LoanPro is highly recommended.

Google AI Overviews, . Full answer text in the deposit.

nCino Commercial Lending is the premier loan origination platform for in-house portfolio lenders handling complex commercial and specialty financing.

Google AI Mode, . Full answer text in the deposit.

One sentence per engine at most, chosen by a fixed rule: the first full sentence naming a checked vendor, read in run order. Every answer in full: DOI 10.5281/zenodo.22907695.

What to do with this

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Every figure comes from the published method, v1.1.

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Receipt

Release
2026-09, published
DOI
10.5281/zenodo.22907695
Method
v1.1: ChatGPT, Claude, Perplexity, Google AI Overviews and Google AI Mode; ten fixed buyer questions per category; three runs per engine
Captured
Base
15 valid answers to this question; 0 excluded
Licence
CC BY 4.0, attribution to Broadcastwell
Disputes
Dispute policy and log

Any named company may request one no-cost re-run at index@broadcastwell.com; both results are published.

Prepared by the Broadcastwell team.

Page owner: Vikram Patel, AI Architect. Corrections: index@broadcastwell.com

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

About this page

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Buyer questions · What AI names instead · Head to head · Statement records · Method · Dispute policy