# Verint: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 9 judge labels across 5 categories by 4 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/verint

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Conversational intelligence and call recording](https://www.gane.ai/index/gtm/sales/conversation-intelligence/index.md) | 0% | 75 | 67% | 3 |
| [Customer intelligence and data science](https://www.gane.ai/index/gtm/gtm-data/customer-intelligence-and-data-science/index.md) | 0% | 138 | 33% | 3 |
| [Community platforms](https://www.gane.ai/index/gtm/customer/community-platforms/index.md) | 0% | 67 | 100% | 1 |
| [Contact center platforms](https://www.gane.ai/index/gtm/customer/contact-center-platforms/index.md) | 0% | 85 | 0% | 1 |
| [Customer support and helpdesk](https://www.gane.ai/index/gtm/customer/customer-support-helpdesk/index.md) | 0% | 63 | 100% | 1 |

## What the models said for it

- "CallMiner/NICE/Verint still dominate the contact center CX niche" (DeepSeek V4 Flash, Conversation intel)

## And against it

- "It's a legacy system; if you're starting fresh, this is not the choice." (DeepSeek V4 Flash, Helpdesk)
- "High-cost enterprise suites (e.g., NICE CXone, Verint, Calabrio, CallMiner)... Avoid if you're a small/mid-market team" (Grok 4.20, Conversation intel)
- "Verint was acquired by Thoma Bravo and is being merged with Calabrio, which carries integration and transition risk" (Claude Haiku 4.5, Customer intel)
- "Enterprise tools like Khoros or Verint can lead to dependency, with migration being painful and expensive." (Grok 4.20, Community)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 2 | 3 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 2 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Verint, from 36 of the 40 answers that named it (only the models that return a source list).

### Domains cited

- cxtoday.com: 15
- verint.com: 14 (its own site)
- g2.com: 12
- gane.ai/index: 8
- cresta.com: 6
- verifiedmarketresearch.com: 6
- exotel.com: 5
- genesys.com: 5
- learn.g2.com: 5
- trustradius.com: 5

### Pages cited

- https://chattermill.com/blog/best-customer-insights-software: 4
- https://cresta.com/guides/best-conversation-intelligence-platforms: 4
- https://cxtoday.com/top-conversational-intelligence-vendors-ai-driven-insights-for-smarter-enterprises: 4
- https://www.gane.ai/index/gtm/customer/community-platforms/enterprise: 4
- https://higherlogic.com/why-vanilla: 4
- https://proofmap.com/insights/reports/customer-community-platform-2026: 4
- https://telecloud.net/blog/the-top-10-conversation-intelligence-software: 4
- http://staging.khoros.com/blog/review-top-4-community-vendors: 3

## The company

Verint Systems; http://www.verint.com; Melville, United States; founded 2002; public, VRNT on Nasdaq. From Wikidata, fetched 2026-09-14.

## In its own words

What Verint's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Contact Center AI Platform (https://verint.com/)
- For: customer engagement leaders (https://verint.com/)
- Certifications: ISO 27001, ISO 42001, SOC 2, PCI DSS, GDPR, CCPA, HIPAA, FedRAMP
- Hosting: Americas, APAC, EMEA - EU
- Customers named: Google, New York Life, Fiserv, Pilot Flying J, Utilita, AXA Health, Analog Devices, NOS

## What it publishes

Every page verint.com exposes, read 2026-09-29: 2621 addresses. By kind, pages and the last 90 days:

- blog: 1147 pages, 12 in the last 90 days, latest 2026-09-25
- case study: 363 pages, 1 in the last 90 days, latest 2026-08-12
- webinar or virtual event: 11 pages, 2 in the last 90 days, latest 2026-08-21
- conference or event: 44 pages, 8 in the last 90 days, latest 2026-09-23
- report or ebook: 37 pages, 1 in the last 90 days, latest 2026-09-24
- comparison: 13 pages, 0 in the last 90 days, latest 2026-06-21
- template or tool: 3 pages, 0 in the last 90 days, latest 2026-05-08
- glossary or explainer: 96 pages, 14 in the last 90 days, latest 2026-09-09
- podcast or video: 6 pages, 0 in the last 90 days, latest 2025-11-10
- news or press: 489 pages, 1 in the last 90 days, latest 2026-08-25
- Recent: 2026-09-25 blog: Customer service automation whole interaction https://www.verint.com/blog/customer-service-automation-whole-interaction
- Recent: 2026-09-24 report or ebook: Ai customer experience https://www.verint.com/guides/ai-customer-experience
- Recent: 2026-09-23 conference or event: Iaug converge https://www.verint.com/events/iaug-converge
- Recent: 2026-09-23 conference or event: Sandler partners summit https://www.verint.com/events/sandler-partners-summit
- Recent: 2026-09-23 conference or event: Vonage partner advisory council https://www.verint.com/events/vonage-partner-advisory-council
- Recent: 2026-09-17 blog: Xlod 2026 post event report https://www.verint.com/resources/xlod-2026-post-event-report

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.