--- title: "How AI answer engines name Inven" description: "Answers each engine gave to buyer questions about VC & Private Equity, and how many of them named Inven." canonical: "https://paralabs.ai/brands/inven" last-updated: "2026-10-31" --- # How AI answer engines name Inven > Across 374 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about VC & Private Equity between May 10, 2026 and October 31, 2026, Inven was named in 17 (4.5%). - URL: https://paralabs.ai/brands/inven - Data through: October 31, 2026 - Domain profile: [inven.ai](https://machinerelations.ai/index/domains/inven.ai) ## By engine Answers each engine gave to buyer questions about VC & Private Equity, and how many of them named Inven. | Engine | Named | Answers | Rate | | --- | ---: | ---: | ---: | | ChatGPT | 1 | 105 | 1.0% | | Claude | 2 | 75 | 2.7% | | Gemini | 5 | 59 | 8.5% | | Perplexity | 5 | 105 | 4.8% | | Google AI Mode | 4 | 21 | 19.0% | | Google AI Overviews | 0 | 9 | 0.0% | ## By question type The same answers, split by the shape of the buyer question. | Question type | Named | Answers | Rate | | --- | ---: | ---: | ---: | | Best-of | 14 | 91 | 15.4% | | Ranked list | 0 | 49 | 0.0% | | Head-to-head | 0 | 51 | 0.0% | | Is it worth it | 3 | 49 | 6.1% | | How to choose | 0 | 85 | 0.0% | | Problem first | 0 | 49 | 0.0% | ## Week by week Inven was named in at least one answer in 3 of the 3 weeks on record; the latest was the week of October 26, 2026. Each week's answers to buyer questions about VC & Private Equity, Monday to Sunday, newest first, and how many of them named Inven. The questions asked can differ from one week to the next. | Week of | Named | Answers | Rate | | --- | ---: | ---: | ---: | | October 26, 2026 (through October 31, 2026) | 4 | 141 | 2.8% | | October 19, 2026 | 9 | 174 | 5.2% | | October 12, 2026 | 4 | 59 | 6.8% | ## Named first When an answer named Inven alongside another brand in this record, it was named first in 4 of 7 (57.1%). ## Named alongside - [Salesforce](https://paralabs.ai/brands/salesforce): named together in 4 answers - [HubSpot](https://paralabs.ai/brands/hubspot): named together in 3 answers - [Smartlead](https://paralabs.ai/brands/smartlead): named together in 2 answers - [Instantly](https://paralabs.ai/brands/instantly): named together in 1 answers - [Similarweb](https://paralabs.ai/brands/similarweb): named together in 1 answers - [Stripe](https://paralabs.ai/brands/stripe): named together in 1 answers - [ZoomInfo](https://paralabs.ai/brands/zoominfo): named together in 1 answers ## Sources the engines cited when they named Inven Domains cited in answers that named Inven, by the number of those answers that cited them. | Domain | Answers | | --- | ---: | | [hebbia.com](https://machinerelations.ai/index/domains/hebbia.com) | 9 | | [meridian-ai.com](https://machinerelations.ai/index/domains/meridian-ai.com) | 8 | | [sourceforge.net](https://machinerelations.ai/index/domains/sourceforge.net) | 5 | | [ctacquisitions.com](https://machinerelations.ai/index/domains/ctacquisitions.com) | 4 | | [gitnux.org](https://machinerelations.ai/index/domains/gitnux.org) | 3 | | [acquiry.com](https://machinerelations.ai/index/domains/acquiry.com) | 2 | | [articuler.ai](https://machinerelations.ai/index/domains/articuler.ai) | 2 | | [grata.com](https://machinerelations.ai/index/domains/grata.com) | 2 | | [harmonic.ai](https://machinerelations.ai/index/domains/harmonic.ai) | 2 | | [sganalytics.com](https://machinerelations.ai/index/domains/sganalytics.com) | 2 | Inven's own site ([inven.ai](https://machinerelations.ai/index/domains/inven.ai)) was cited in 7 of 17 (41.2%). Across every answer run in the Machine Relations Index, not only the answers that named Inven, inven.ai was cited in 13 of 33,570 (0.04%), by 4 of the 6 engines it observes. The Index is still collecting evidence on inven.ai before it grades or ranks it. Across every VC & Private Equity buyer question, not only the answers that named Inven, the Machine Relations Index ranks [which sources AI engines cite for VC & Private Equity questions](https://machinerelations.ai/index/categories/vc-private-equity). ## 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 Inven? ChatGPT named Inven in 1 of 105 answers (1.0%) to buyer questions about VC & Private Equity between May 10, 2026 and October 31, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Inven. ### Which sources do AI engines cite when they mention Inven? The domains cited most often in answers that named Inven were hebbia.com (9 answers), meridian-ai.com (8 answers) and sourceforge.net (5 answers). ### Which AI engine names Inven most often? Google AI Mode, at 19.0%: it named Inven in 4 of 21 answers to buyer questions about VC & Private Equity. ## Machine-readable related links - Primary concept: [AI brand visibility](https://paralabs.ai/brands) - Related brand: [How AI answer engines name Salesforce](https://paralabs.ai/brands/salesforce) - Related brand: [How AI answer engines name HubSpot](https://paralabs.ai/brands/hubspot) - Related brand: [How AI answer engines name Smartlead](https://paralabs.ai/brands/smartlead) - 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)