Voice of customer companies, products & suppliers
Programmes that collect and analyse customer feedback (surveys, reviews, closed loop), not a sentiment API. Jobs: survey plus text analytics; closed-loop cases; theme reporting to the business.
What is Voice of customer?
Programmes that collect and analyse customer feedback (surveys, reviews, closed loop), not a sentiment API. Jobs: survey plus text analytics; closed-loop cases; theme reporting to the business.
What problems does it solve?
Feedback lives in three tools and never reaches the product owner.
Typical business use cases
- Survey plus text analytics
- Closed-loop cases
- Theme reporting to the business
Important capabilities
- Collection
- Themes
- Closed loop
What buyers should evaluate
- Sample bias
- Action owners
- Whether it is social listening
Risks and governance considerations
A theme report with no owner and a claimed 'insight' that is a word cloud.
Procurement checklist
- Owners
- Method
- Closed loop
Relevant AI Trustmark assurance
AI Trustmark independent findings appear only when an assessment or certificate exists. Category membership does not imply verification.
Companies and providers
Claimed suppliers appear first so buyers can start with listings the company has taken ownership of. Payment does not buy this order.
Chattermill is the AI-native Customer Intelligence & Voice of Customer platform that unifies siloed feedback and surfaces insights your teams and AI agents can act on. Chattermill
Enterpret is the customer intelligence infrastructure that connects support, sales, and market signals into structured context teams and Al can use to drive retention and revenue.
Customer intelligence for CX, support and product teams who need to understand their customers accross more than just surveys. Analyze 100% of customer conversations to prevent chu
Analyze reviews, surveys, and support tickets in one platform that provides AI-based recommendations to improve customer satisfaction. Keatext is used for Voice of customer work. K
Simulate customer and employee experiences before they happen, predict what comes next, and take intelligent action that drives better outcomes. Qualtrics publishes Qualtrics XM Di
SentiSum is the only CX Intelligence Software that reads and scores every customer conversation, human or AI, finds what's breaking and why, and flags churn before it costs you. Se
Thematic is the customer intelligence layer for enterprise CX. We turn unstructured feedback into reporting that teams can stake decisions on and enable AI agents to scale reliably
unitQ is the AI quality intelligence platform that unifies every customer signal into real-time insight — so your whole org can act before KPIs move. unitQ, Inc. trades as unitQ, b
Gain deeper customer insights with a customer intelligence platform that proactively reveals what matters most to your audience. Unwrap.ai publishes Unwrap as named AI products. Un
Viable publishes Viable as a named AI product. Viable is used for Voice of customer work. Viable is recorded in San Francisco, United States. Viable publishes product information a
AI-driven Voice of the Customer analytics by Wonderflow help brands turn feedback into insights that improve CX, products, and decisions. Wonderflow is used for Voice of customer w
Products
Claimed products appear first. Ranking packs and payment do not change this list.
- Chattermill· Chattermill
- Enterpret· Enterpret
- Kapiche· Kapiche
- Keatext· Keatext
- SentiSum· SentiSum
- Thematic· Thematic
- unitQ Monitor· unitQ
- Unwrap· Unwrap.ai
- Viable· Viable
- Wonder· Wonderflow
Also used in this category
These products have a different primary category so they do not compete for the same ranking queries. They are listed here because buyers still encounter them in this job.
- Qualtrics XM Discover· Qualtrics
Related categories
Relevant procurement and assurance guides
Frequently asked questions
What is Voice of customer?
Programmes that collect and analyse customer feedback (surveys, reviews, closed loop), not a sentiment API. Jobs: survey plus text analytics; closed-loop cases; theme reporting to the business.
What should not be listed as Voice of customer?
Products whose buyer job is sentiment analysis, customer success, or social listening. Those belong on their own category page so search queries are not split.
Has AI Trustmark independently assessed every Voice of customer supplier?
No. A category listing is descriptive. Independent assessment is shown only on company or product pages that carry Trustmark evidence.
What model or provider changes should a buyer insist on being told about?
Material change usually includes a new model family, new region, new subprocessor, new write-capable tool, or a change that affects logging, privacy or human oversight. Those changes should trigger evidence refresh rather than a silent release.
How should buyers verify where AI customer data is processed?
Ask for the named processing locations, cloud regions and any subprocessors that see prompts, files or outputs. A directory listing is not evidence of residency. Independent assessment records the locations that were in scope on the assessment date.
Does a TrustMark on one product cover the rest of the company?
No. Independent assessment is scoped to the named organisation and, where relevant, the named product. Category pages list suppliers as a topic label. They do not imply that every listed company has been assessed.
What incident-handling evidence is useful for AI suppliers?
Buyers should see how AI-specific failures are detected, contained and notified — including unsafe outputs, data leakage and unauthorised agent actions. An incident policy that never mentions models, prompts or tools is incomplete for this class of product.
What security testing evidence should buyers request for an AI product?
Ask what was tested, against which version, whether prompt-injection, data-exfiltration and tenant isolation were in scope, and where failed prompts were stored. A generic ISO certificate or a vendor scanner screenshot is not by itself an AI TrustMark assessment.