Index › GTM › Products › Calabrio · November 2026 Edition
2 categories · Named, not ranked

Calabrio

calabrio.com ↗

–Too few to rank
4/14Models named it
0First choices
2Warnings
November 2026 Edition · all company sizes counted.
Ranked inConversational intelligence and call recording #68 mid-marketCustomer intelligence and data science #142
What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. Calabrio has 2.

Why models recommend it

No positive label carried a quote.

What gives them pause

“High-cost enterprise suites (e.g., NICE CXone, Verint, Calabrio, CallMiner)... Avoid if you're a small/mid-market team”Grok 4.20 · Negative question · warning
“being merged with Calabrio, which carries integration and transition risk alongside reported layoffs”Claude Haiku 4.5 · Negative question · warning

Also on the shortlist

The products named in the same answers as Calabrio, over the 7 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

At a glance

Stated on Calabrio's own site, not checked by Gane.

For
inbound contact centers
Certifications
ISO 42001, SOC 2, PCI DSS, GDPR, CCPA, HIPAA, FedRAMP, StateRAMP
Customers named
Wix, GE Appliances
Visit calabrio.com ↗

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named Calabrio came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 7 of the 7 answers that named Calabrio and are not a share of its labels.

By model

How each model answered on Calabrio across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500011
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.2000011
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000

What it publishes

Addresses on calabrio.com
2,618
subdomains included
Content
2,204
counted in the table below
Documentation
6
Product · Integration
1 · 151
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog1,14502022-07-08CRM
News or press48902025-10-22CRM
Case study36302025-02-21
Glossary or explainer9612026-07-07CRM
Conference or event4182026-09-23
Report or ebook3702026-06-21
Comparison1302026-06-21
Webinar or virtual event1122026-08-21
Podcast or video602025-11-10
Template or tool302026-05-08

Most recent

How it is countedHide how it is counted

Every page calabrio.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Of its titles that name a category, most name CRM (17); 0 name its categories the models place it in. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.