How AI answer engines name Thumbtack

By engine

Answers each engine gave to buyer questions about Local Services, and how many of them named Thumbtack.

By question type

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

Week by week

Thumbtack was named in at least one answer in 4 of the 4 weeks on record; the latest was the week of October 12, 2026.

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

Named first

When an answer named Thumbtack alongside another brand in this record, it was named first in 0 of 9 (0.0%).

Named alongside

• Tree Scouts: named together in 2 answers
• Austin Tree Experts: named together in 1 answers
• Bark: named together in 1 answers

Sources the engines cited when they named Thumbtack

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

Thumbtack's own site (thumbtack.com) was cited in 21 of 22 (95.5%).

Across every answer run in the Machine Relations Index, not only the answers that named Thumbtack, thumbtack.com was cited in 110 of 28,201 (0.39%), by 5 of the 6 engines it observes. Its Index confidence grade is B, and the Index ranks it #120 of 32,242 cited domains and #28 of 27,839 other observed sources.

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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