The alternatives
Dimension Labs Best for omni-channel analysis joined to operational data, with reports every team can use
$299 a month (Explore); $999, $2,999 and $6,999 tiers · Monthly or annual · Free trial to start
Dimension Labs reads every data source in the business, customer conversations and operational data alike, learns how the business works and extracts hundreds of business-specific Dimensions from it. It ranks issues by their measured effect on revenue, retention, ratings or cost (with confidence intervals on Prove and up), serves CX, marketing, product, sales, operations and leadership from the same data, and its agent builds and keeps current the reports, decks and dashboards each team needs. It connects to Intercom and Zendesk directly, and Explore covers 1,000 conversations a month for $299. Plans start at $299 a month with no demo or sales call, and monthly plans have no contract.
Start your free trial Intercom (Pro add-on)
From $100 a month (500 conversations analyzed), plus Intercom seats · Monthly or annual · 14-day free trial, no card
If your support runs on Intercom, the Pro add-on keeps the analysis inside Intercom: from $100 a month, including analysis of 500 conversations a month and 6,000 credits, on top of Intercom seats. It adds features to analyze performance, monitor quality and identify trends, and it is included in Intercom's 14-day free trial (intercom.com/pricing, checked November 8, 2026).
Intercom (Pro add-on) website Zendesk (Copilot add-on)
$50 an agent a month paid yearly, on top of a Zendesk Suite plan · Monthly or annual (20% off annual) · 14-day free trial
If you are on Zendesk, Copilot is an add-on at $50 an agent a month paid yearly, and Zendesk lists intelligent triage, which classifies every ticket by what customers need, on its Suite Enterprise + Copilot plan. Quality assurance is a separate add-on that analyzes conversations across human and AI agents (zendesk.com/pricing, checked November 8, 2026).
Zendesk (Copilot add-on) website Keatext
$550 a month (Basic); $999 Pro; Enterprise from $1,650 · Monthly · Free 2-week proof of concept, no card
Keatext analyzes surveys, reviews and support tickets and integrates with Zendesk, from $550 a month for up to 10,000 records a year. Every plan starts with a demo and a free two-week proof of concept (keatext.ai/en/pricing, checked November 8, 2026).
Keatext website SentiSum
Not published (annual partnership in volume bands) · Annual · Free audit on your data first
SentiSum connects to Zendesk, Intercom, Freshdesk, Gorgias and Dixa and reads every conversation against your own procedures; its homepage is focused on financial services. It sells an annual partnership with volume agreed in bands and a free audit on your data first (sentisum.com/pricing, checked November 8, 2026).
SentiSum website Kapiche
From $2,000 a month (Bronze) · Monthly price shown · None listed
Kapiche brings support conversations, surveys and reviews together with enrichments such as reason for contact and eCSAT, from $2,000 a month for its Bronze plan; higher tiers go through sales (kapiche.com/pricing, checked November 8, 2026).
Kapiche website