How AI answer engines name Holistic AI

By engine

Answers each engine gave to buyer questions about AI Security & Privacy, and how many of them named Holistic AI.

By question type

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

Week by week

Holistic AI was named in at least one answer in 7 of the 11 weeks on record; the latest was the week of October 12, 2026.

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

Named first

When an answer named Holistic AI alongside another brand in this record, it was named first in 0 of 13 (0.0%).

Named alongside

• Credo AI: named together in 13 answers
• OneTrust: named together in 7 answers
• GitHub: named together in 6 answers
• Langfuse: named together in 5 answers
• Pragmatic: named together in 5 answers
• Braintrust: named together in 3 answers
• MLflow: named together in 3 answers
• Airtable: named together in 1 answer

Other sources the engines cited when they named Holistic AI

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

Holistic AI's own site (holisticai.com) was cited in 0 of 13 (0.0%).

Across every answer run in the Machine Relations Index, not only the answers that named Holistic AI, holisticai.com was cited in 2 of 37,140 (0.01%), by 2 of the 6 engines it observes. The Index is still collecting evidence on holisticai.com before it grades or ranks it.

Across every AI Security & Privacy buyer question, not only the answers that named Holistic AI, the Machine Relations Index ranks which sources AI engines cite for AI Security & Privacy 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.

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