Index › Finance › Products › Credit Karma · November 2026 Edition
B2B credit management · Named, not ranked

Credit Karma

boncredit.ai ↗

–Too few to rank
4/14Models named it
0First choices
3Warnings
November 2026 Edition · all company sizes counted.
Ranked inB2B credit management #76 mid-market
What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. Credit Karma has 5.

Why models recommend it

“Users wanting free basic credit monitoring will find strong options in Credit Karma or Capital One CreditWise.”MiniMax M2.5 · Comparative question · alternative
“Self-monitoring via Credit Karma, NerdWallet, or your bank's tools”MiniMax M2.5 · Negative question · alternative

What gives them pause

“it uses VantageScore 3.0 (not always aligned with lender-used FICO scores). Reviews note aggressive upselling of loans/credit cards, potential data privacy concerns”Grok 4.20 · Negative question · warning
“Over 90% of top lenders use FICO scores, not VantageScore... do not rely on the exact score when applying for a mortgage”Gemini 3.5 Flash · Negative question · warning

Also on the shortlist

The products named in the same answers as Credit Karma, over the 6 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

At a glance

Stated on Credit Karma's own site, not checked by Gane.

Price stated
Free to Download
Starting price
0
Free plan or trial
Free to Download
Integrations
10000
Visit boncredit.ai ↗

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named Credit Karma came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 4 of the 6 answers that named Credit Karma and are not a share of its labels.

Domains cited

forbes.com3
money.com3
digitalhoney.money2
sourceforge.net2
americanprofessionguide.com1
appvulture.com1
bitdefender.com1
capitalise.com1
capterra.com1
coface.lt1

Sixteen of the sixteen domain citations in answers naming Credit Karma came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Credit Karma across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00011
Perplexity Sonar00000
Grok 4.2000011
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200101
GLM 4.7 FlashX00000
MiniMax M2.502002
GPT-6 Luna00000
Muse Glimmer 30B00000

What it publishes

Addresses on boncredit.ai
259
subdomains included
Content
232
counted in the table below
Documentation
1
Product · Integration
12 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog174432026-09-22
Comparison35132026-09-21
Glossary or explainer1322026-08-25
Template or tool1002026-03-20
How it is countedHide how it is counted

Every page boncredit.ai exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Read September 29, 2026.