How AI answer engines name Tiller

By engine

Answers each engine gave to buyer questions about Consumer Finance, and how many of them named Tiller.

By question type

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

Week by week

Tiller was named in at least one answer in 6 of the 9 weeks on record; the latest was the week of October 12, 2026.

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

Named first

When an answer named Tiller alongside another brand in this record, it was named first in 0 of 15 (0.0%).

Named alongside

• YNAB: named together in 15 answers
• Plaid: named together in 9 answers
• Quicken: named together in 5 answers
• Goodbudget: named together in 3 answers
• Rocket Money: named together in 2 answers

Sources the engines cited when they named Tiller

Domains cited in answers that named Tiller, by the number of those answers that cited them.

Tiller's own site (tiller.com) was cited in 1 of 15 (6.7%).

Across every answer run in the Machine Relations Index, not only the answers that named Tiller, tiller.com was cited in 9 of 30,032 (0.03%), by 5 of the 6 engines it observes. The Index is still collecting evidence on tiller.com before it grades or ranks it.

Across every Consumer Finance buyer question, not only the answers that named Tiller, the Machine Relations Index ranks which sources AI engines cite for Consumer Finance 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.

Source: Machine Relations Index.

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