--- title: "How AI answer engines name TrueFoundry" description: "Last 28 days: named in 2 of 1,143 answers in its home categories (0.2%), down 0.1 points from the 28 days before." canonical: "https://paralabs.ai/brands/truefoundry" last-updated: "2026-11-01" --- # How AI answer engines name TrueFoundry > Across 1,511 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about AI Infrastructure between May 10, 2026 and November 1, 2026, TrueFoundry was named in 6 (0.4%). Last 28 days: named in 2 of 1,143 answers in its home categories (0.2%), down 0.1 points from the 28 days before. - URL: https://paralabs.ai/brands/truefoundry - Data through: November 1, 2026 - Domain profile: [truefoundry.io](https://machinerelations.ai/index/domains/truefoundry.io) ## By engine Answers each engine gave to buyer questions about AI Infrastructure, Enterprise AI and AI Security & Privacy, and how many of them named TrueFoundry. | Engine | Named | Answers | Rate | | --- | ---: | ---: | ---: | | ChatGPT | 1 | 869 | 0.1% | | Claude | 5 | 881 | 0.6% | | Gemini | 4 | 764 | 0.5% | | Perplexity | 3 | 852 | 0.4% | | Google AI Mode | 1 | 146 | 0.7% | | Google AI Overviews | 1 | 55 | 1.8% | ## By question type The same answers, split by the shape of the buyer question. | Question type | Named | Answers | Rate | | --- | ---: | ---: | ---: | | Best-of | 4 | 518 | 0.8% | | Ranked list | 3 | 493 | 0.6% | | Head-to-head | 0 | 501 | 0.0% | | Is it worth it | 2 | 531 | 0.4% | | How to choose | 0 | 531 | 0.0% | | Problem first | 0 | 492 | 0.0% | | News | 6 | 501 | 1.2% | ## Week by week TrueFoundry was named in at least one answer in 9 of the 19 weeks on record; the latest was the week of October 19, 2026. Each week's answers to buyer questions about AI Infrastructure, Enterprise AI and AI Security & Privacy, Monday to Sunday, newest first, and how many of them named TrueFoundry. The questions asked can differ from one week to the next. | Week of | Named | Answers | Rate | | --- | ---: | ---: | ---: | | October 26, 2026 | 0 | 292 | 0.0% | | October 19, 2026 | 1 | 296 | 0.3% | | October 12, 2026 | 0 | 268 | 0.0% | | October 5, 2026 | 1 | 359 | 0.3% | | September 28, 2026 | 0 | 336 | 0.0% | | September 21, 2026 | 2 | 336 | 0.6% | | July 27, 2026 | 0 | 120 | 0.0% | | July 20, 2026 | 0 | 344 | 0.0% | | July 13, 2026 | 1 | 388 | 0.3% | | July 6, 2026 | 4 | 327 | 1.2% | | June 29, 2026 | 0 | 48 | 0.0% | | June 22, 2026 | 1 | 40 | 2.5% | | June 15, 2026 | 0 | 53 | 0.0% | | June 8, 2026 | 3 | 52 | 5.8% | | June 1, 2026 | 1 | 35 | 2.9% | | May 25, 2026 | 1 | 111 | 0.9% | | May 18, 2026 | 0 | 111 | 0.0% | | May 11, 2026 | 0 | 48 | 0.0% | | May 4, 2026 (from May 10, 2026) | 0 | 3 | 0.0% | ## Named first When an answer named TrueFoundry alongside another brand in this record, it was named first in 2 of 14 (14.3%). ## Named alongside - [Kubernetes](https://paralabs.ai/brands/kubernetes): named together in 5 answers - [Databricks](https://paralabs.ai/brands/databricks): named together in 4 answers - [MLflow](https://paralabs.ai/brands/mlflow): named together in 3 answers - [vLLM](https://paralabs.ai/brands/vllm): named together in 3 answers - [Braintrust](https://paralabs.ai/brands/braintrust): named together in 2 answers - [CrewAI](https://paralabs.ai/brands/crewai): named together in 2 answers - [LangChain](https://paralabs.ai/brands/langchain): named together in 2 answers - [LlamaIndex](https://paralabs.ai/brands/llamaindex): named together in 2 answers ## Sources the engines cited when they named TrueFoundry Domains cited in answers that named TrueFoundry, by the number of those answers that cited them. | Domain | Answers | | --- | ---: | | [truefoundry.com](https://machinerelations.ai/index/domains/truefoundry.com) | 14 | | [databricks.com](https://machinerelations.ai/index/domains/databricks.com) | 5 | | [reddit.com](https://machinerelations.ai/index/domains/reddit.com) | 4 | | [ibm.com](https://machinerelations.ai/index/domains/ibm.com) | 3 | | [langchain.com](https://machinerelations.ai/index/domains/langchain.com) | 3 | | [langfuse.com](https://machinerelations.ai/index/domains/langfuse.com) | 3 | | [microsoft.com](https://machinerelations.ai/index/domains/microsoft.com) | 3 | | [signoz.io](https://machinerelations.ai/index/domains/signoz.io) | 3 | | [addepto.com](https://machinerelations.ai/index/domains/addepto.com) | 2 | | [arxiv.org](https://machinerelations.ai/index/domains/arxiv.org) | 2 | TrueFoundry's own site ([truefoundry.io](https://machinerelations.ai/index/domains/truefoundry.io)) was cited in 0 of 15 (0.0%). Across every answer run in the Machine Relations Index, not only the answers that named TrueFoundry, truefoundry.io was cited in 4 of 34,788 (0.01%), by 1 of the 6 engines it observes. The Index is still collecting evidence on truefoundry.io before it grades or ranks it. Across every AI Infrastructure buyer question, not only the answers that named TrueFoundry, the Machine Relations Index ranks [which sources AI engines cite for AI Infrastructure questions](https://machinerelations.ai/index/categories/ai-infrastructure). ## All categories | Category | Named | Answers | Rate | | --- | ---: | ---: | ---: | | [AI Infrastructure](https://machinerelations.ai/index/categories/ai-infrastructure) | 6 | 1,511 | 0.4% | | Enterprise AI | 6 | 501 | 1.2% | | [AI Security & Privacy](https://machinerelations.ai/index/categories/ai-security-privacy) | 3 | 1,555 | 0.2% | ## 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](https://machinerelations.ai/machine-relations-index). ## FAQ ### Does ChatGPT recommend TrueFoundry? ChatGPT named TrueFoundry in 1 of 869 answers (0.1%) to buyer questions about AI Infrastructure, Enterprise AI and AI Security & Privacy between May 10, 2026 and November 1, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed TrueFoundry. ### Which sources do AI engines cite when they mention TrueFoundry? The domains cited most often in answers that named TrueFoundry were truefoundry.com (14 answers), databricks.com (5 answers) and reddit.com (4 answers). ### Which AI engine names TrueFoundry most often? Google AI Overviews, at 1.8%: it named TrueFoundry in 1 of 55 answers to buyer questions about AI Infrastructure, Enterprise AI and AI Security & Privacy. ## Machine-readable related links - Primary concept: [AI brand visibility](https://paralabs.ai/brands) - Related brand: [How AI answer engines name Kubernetes](https://paralabs.ai/brands/kubernetes) - Related brand: [How AI answer engines name Databricks](https://paralabs.ai/brands/databricks) - Related brand: [How AI answer engines name MLflow](https://paralabs.ai/brands/mlflow) - Source data: [Machine Relations Index](https://machinerelations.ai/machine-relations-index) - Research index: [Para Labs brand index](https://paralabs.ai/brands) - Machine manifest: [Para Labs machine manifest](https://paralabs.ai/machine-manifest.json)