How AI answer engines name WorldAML

Data through November 9, 2026

Across 2,000 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Fintech between May 10, 2026 and November 9, 2026, WorldAML was named in 11 (0.6%). That share is tied for the 36th highest of the 45 brands this record lists under Fintech. Among engines and question types with at least 100 answers, WorldAML was named most on ChatGPT, 2.3% (11 of 477), and least on Claude, 0.0% (0 of 477); most on "Ranked list" questions, 4.3% (11 of 253), and least on "Best-of" questions, 0.0% (0 of 256).

By engine

Answers each engine gave to buyer questions about Fintech, and how many of them named WorldAML.

EngineNamedAnswersRate
ChatGPT114772.3%
Claude04770.0%
Gemini04000.0%
Perplexity04770.0%
Google AI Mode01240.0%
Google AI Overviews0450.0%

By question type

The same answers, split by the shape of the buyer question.

Question typeNamedAnswersRate
Best-of02560.0%
Ranked list112534.3%
Head-to-head02300.0%
Is it worth it02560.0%
How to choose02530.0%
Problem first02520.0%
News05000.0%

Question types within each engine

The same home-category sample, separated by engine and question type. Named counts a name match, not an endorsement. Zero means no name match in the stored answers shown; an omitted type has no stored answers, not a zero mention rate. These pooled historical counts are not a controlled engine comparison: prompts, models, collection routes and sampling frequencies can differ. They are not buyer demand or a movement measure.

ChatGPT
Question typeNamedAnswersRate
Best-of0660.0%
Ranked list116516.9%
Head-to-head0580.0%
Is it worth it0660.0%
How to choose0650.0%
Problem first0650.0%
News0920.0%
Claude
Question typeNamedAnswersRate
Best-of0660.0%
Ranked list0650.0%
Head-to-head0580.0%
Is it worth it0660.0%
How to choose0650.0%
Problem first0650.0%
News0920.0%
Gemini
Question typeNamedAnswersRate
Best-of0520.0%
Ranked list0510.0%
Head-to-head0510.0%
Is it worth it0520.0%
How to choose0510.0%
Problem first0510.0%
News0920.0%
Perplexity
Question typeNamedAnswersRate
Best-of0660.0%
Ranked list0650.0%
Head-to-head0580.0%
Is it worth it0660.0%
How to choose0650.0%
Problem first0650.0%
News0920.0%
Google AI Mode
Question typeNamedAnswersRate
Best-of040.0%
Ranked list040.0%
Head-to-head030.0%
Is it worth it040.0%
How to choose040.0%
Problem first040.0%
News01010.0%
Google AI Overviews
Question typeNamedAnswersRate
Best-of020.0%
Ranked list030.0%
Head-to-head020.0%
Is it worth it020.0%
How to choose030.0%
Problem first020.0%
News0310.0%

Week by week

WorldAML was named in at least one answer in 9 of the 19 weeks on record; the latest was the week of November 9, 2026.

Each week's answers to buyer questions about Fintech, Monday to Sunday, newest first, and how many of them named WorldAML. The questions asked can differ from one week to the next.

Week ofNamedAnswersRate
21121.8%
11350.7%
11680.6%
11780.6%
21791.1%
11680.6%
1921.1%
11920.5%
11920.5%
0840.0%
0480.0%
0400.0%
0540.0%
0520.0%
0340.0%
01100.0%
01110.0%
0480.0%
030.0%

Named first

When an answer named WorldAML alongside another brand in this record, it was named first in 0 of 10 (0.0%).

Named alongside

Other sources the engines cited when they named WorldAML

Domains other than WorldAML's own sites, ranked by the number of answers that named WorldAML and cited each domain. Own-site citations are shown separately below.

WorldAML's own site (worldaml.com) was cited in 11 of 11 (100.0%).

Across every answer run in the Machine Relations Index, not only the answers that named WorldAML, worldaml.com was cited in 9 of 37,536 (0.02%), by 1 of the 6 engines it observes. The Index is still collecting evidence on worldaml.com before it grades or ranks it.

Across every Fintech buyer question, not only the answers that named WorldAML, the Machine Relations Index ranks which sources AI engines cite for Fintech questions.

How this is measured

Names are matched case-sensitively from each brand's own homepage title, in answers stored by the Machine Relations Index. Only derived counts are published here; no answer text is.

A brand appears only once it has been named in at least 10 answers on 7 separate days.

A name match counts a mention. It does not count a recommendation, and it does not measure sentiment.

Categories are the Index's buyer-question categories.

Window-to-window brand movement is unmeasured. The stored counts do not establish unchanged prompts, collection instruments and sampling weights across periods. Historical counts and weekly rows are descriptive, not a matched trend.

Source: Machine Relations Index.

FAQ

Does ChatGPT recommend WorldAML?

ChatGPT named WorldAML in 11 of 477 answers (2.3%) to buyer questions about Fintech between May 10, 2026 and November 9, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed WorldAML.

Which sources do AI engines cite when they mention WorldAML?

Excluding WorldAML's own sites, the domains cited most often in answers that named WorldAML were aml-shield.net (10 answers), idenfy.com (7 answers) and arcamonitor.app (6 answers). WorldAML's own site (worldaml.com) was cited in 11 of 11 (100.0%).

Which AI engine names WorldAML most often?

ChatGPT, at 2.3%: it named WorldAML in 11 of 477 answers to buyer questions about Fintech.