- Verified by BizGlocal
Broad Customer Feedback Intelligence Platform With Adaptive Taxonomy, AI Insights And Agents
- 50+
- 2020
- New York, NY
- 6+
About Enterpret
Industry leader in connected fleet operations
Market Position
A venture-backed specialist in customer feedback intelligence, competing with Dovetail, Thematic, Chattermill and Unwrap.ai, with customers on its site that include Canva, Notion, Apollo.io, Superhuman, Strava, Western Union, Ancestry, Thumbtack and The Farmer’s Dog.
Innovation Focus
Adaptive Taxonomy that detects drift and proposes updates, a Customer Context Graph, Wisdom and AI Insights for cited answers, an MCP server, and Enterpret Agent with Ask, Watch and Fix modes.
Core Strengths
59 listed integrations across support, calls, surveys, reviews, social and product analytics, a five-level hierarchy built on your own context, and SOC 2 Type 2, ISO 27001, ISO 27701 and ISO 42001.
Use Cases
Spotting emerging product issues, replacing manual tagging, answering roadmap questions with evidence, escalating at-risk accounts, running recurring voice of customer reports and sending issues to Linear or Jira.
Core Products & Solutions
Feedback Integrations
Its integrations page lists 59 connectors, including Zendesk, Intercom, Salesforce Service Cloud, Gong, Qualtrics, SurveyMonkey, Medallia, App Store, Google Play, G2, Discord, Amplitude, Mixpanel, Snowflake and a webhook, with CSV upload for anything else. A few cards carry a coming soon badge.
Adaptive Taxonomy
Classifies feedback into a five-level hierarchy of L1, L2 and L3 keywords plus themes and sub-themes. It learns from help docs, changelogs and past feedback, lets users edit with an audit trail, flags drift and duplicates, and maps keywords to owning teams.
Customer Context Graph And Enrichment
Links feedback to accounts, users and business data so themes can be ranked by revenue, CSAT or NPS. TechCrunch reported that rules can scrub personal data such as names and IP addresses.
AI Insights And Wisdom
A chat interface that answers plain-language questions across tickets, surveys, calls and reviews, with citations to the source conversations. It keeps multi-turn context, drafts PRDs and reports, runs anomaly detection and is available in Slack, Claude, ChatGPT, Notion and Cursor through MCP.
Dashboards And Sales Intelligence
Dashboards track themes and trends over time, and Sales Intelligence surfaces what prospects and customers say on calls. Both draw on the same taxonomy, so product, support and sales see consistent categories.
Enterpret Agent And Workflows
The Agent can Ask, Watch for signals set in plain language, and Fix by filing issues in Linear or Jira. It lists 30+ connectors, memory, triggers, approvals, model choice and prebuilt automations such as Escalation Shield and Weekly VoC Report.
Pricing Overview
Core Platform
Teams starting with feedback unification, taxonomy and dashboards
Custom
Pricing
Custom quote, no public price
- Pricing is based mainly on data volume and the integrations you need
- Machine learning models tailored to each customer
- Data auditors assigned to handle setup and ongoing model updates
- Unlimited user seats
- A 3-month data backfill
Platform With AI Insights And Agents
Product and support teams that want cited answers, alerts and automated follow-up
Custom
Pricing
Custom quote, no public price
- Same volume and integration pricing basis
- Weekly refreshes of the feedback taxonomy
- A dedicated customer success manager
- A dedicated Slack or Teams channel
- Agent, MCP and workflow packaging is not itemized, so confirm it in the quote
Enterprise
Larger organizations with security, access control and residency needs
Custom
Pricing
Custom quote, no public price
- SSO and role-based access control, per the site
- Data residency options for enterprise customers
- SOC 2 Type 2, ISO 27001, ISO 27701 and ISO 42001 reports
- Data Protection Agreements under GDPR
- Request subprocessor and Trust Center details in writing
Who Is Enterpret Best For?
Small Businesses
1-25 EmployeesA limited fit today. Pricing is quote-only with no free tier or entry price listed, so very small teams with a few hundred comments may prefer lighter tools, though unlimited seats and a free App Review Analyzer help with early testing.
Mid-Market Companies
26-100 EmployeesA good fit for software and consumer teams with several feedback sources. Zendesk, Intercom and Gong integrations, unlimited seats and weekly taxonomy refreshes cut manual tagging, though G2 reviewers note setup and ongoing taxonomy attention.
Enterprise Companies
100+ EmployeesThe core audience for governance and scale. Enterpret reports SOC 2 Type 2 and ISO certifications, SSO, role-based access, data residency options and a dedicated customer success manager.
Product-Led Software, Fintech, Consumer And Marketplace Teams
Any SizeNamed customers span software (Canva, Notion, Superhuman), fintech (Bitvavo, Western Union), consumer (Strava, The Farmer’s Dog, Feeld), and marketplaces (Thumbtack, OLX).
Measurable Impact & Benefits
83%
Less Analysis Time At Descript
Analysis time saved, as stated on Enterpret’s Adaptive Taxonomy page
40%
Fewer Support Tickets At Apollo.io
Reduction reported for Apollo.io, with no baseline or timeframe given
10X
Feedback Operations At Feeld
Scale of feedback operations reported for Feeld
700+
Manual Tags Replaced At Superhuman
One taxonomy replaced more than 700 manual tags, per Enterpret’s homepage
2 Weeks To 3 Days
For Superhuman Reports
Monthly insights report cycle time, as stated by Enterpret
40%+
Fewer Human Support Inquiries At ElevenLabs
Reduction in human support inquiries, per Enterpret’s site
4X
Cheaper And 3X Faster Answers
Result from one internal Enterpret test against running an LLM on raw data
4.5
Rating On G2
Average score across 111 reviews
Enterpret Real reviews
Our Rating:
4.5
- Verified Users
- Verified Users
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Enterpret’s Pros & Cons
Balanced evaluation to help you make an informed decision
Strengths
- Five-level Adaptive Taxonomy that learns your terms, shows an audit trail and flags drift
- 59 listed integrations across support, calls, surveys, reviews, social and analytics
- AI Insights and Wisdom give cited answers across all feedback, not a sample
- MCP server works with Claude, Cursor, ChatGPT and Slack
- Enterpret Agent can ask, watch and file issues in Linear or Jira, with approvals
- Unlimited seats, a customer success manager and weekly taxonomy refreshes in all plans
- SOC 2 Type 2, ISO 27001, ISO 27701 and ISO 42001, with TLS 1.2 and AES-256 encryption
Limitations
- Pricing is quote-only, with no entry price or free tier
- G2 reviewers cite a learning curve, slower loading and some errors
- Reviewers say the taxonomy needs ongoing attention and integrations could be smoother
- Gartner shows only 14 ratings, and one critical review mentions crashes with complex filters
- Customer results are vendor-reported, with no baselines
- The security page lists US hosting and does not state whether customer data trains AI models
Our Verdict
Enterpret earns its place in BizGlocal’s Best in Features list for AI Customer Feedback Analysis because it combines 59 listed integrations, a five-level Adaptive Taxonomy, a Customer Context Graph, cited AI Insights and Wisdom, dashboards, Sales Intelligence, an MCP server and an Enterpret Agent with Ask, Watch and Fix modes in one platform. It also reports SOC 2 Type 2 and three ISO certifications, and holds a 4.5 on G2 from 111 reviews. The trade-offs are cost visibility, setup effort and maturity. Pricing is quote-only, reviewers describe a learning curve and slow loading, and the agent features are new. Feature breadth does not make it the right fit for a small team with a few hundred comments. Buyers should pilot on real feedback, request written pricing for their volume and integrations, confirm data residency and AI training terms, and compare Dovetail and Thematic before committing.
Resources
Resources & Documentation
Detailed materials for deeper evaluation
Enterpret Platform Overview
Unify, Understand and Act modules, Enterpret Agent and headless delivery
Adaptive Taxonomy
Five-level hierarchy, drift detection, audit trail and team routing
AI Insights
Natural-language answers with citations, anomaly detection and MCP access
Wisdom Product Co-Pilot
Chat interface for questions, deep dives and drafting PRDs and reports
Integrations
59 listed connectors across support, calls, surveys, reviews and analytics
Pricing
Quote-based pricing and what all plans include
Security And Trust
SOC 2 Type 2, ISO certifications, encryption and data handling
Customer Stories And Guides
Published customer results, use cases, guides and the changelog
What to Know
What to Know Before Buying
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Decide which sources to connect first and who owns each taxonomy area -
Assign someone to review taxonomy changes, since reviewers say it needs ongoing attention
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Plan how insights will route to product, support and sales owners
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Plan connector access for support, call, survey and review tools, plus Slack, Linear or Jira for actions. MCP access needs Claude, Cursor or ChatGPT admin approval, and a few connectors show a coming soon badge.
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Canva is cited as scaling insights from 200M+ users and Wispr Flow as handling millions of comments a year in 100+ languages, both vendor-reported. Enterpret lists no volume limits, and reviewers mention slowness on large queries.
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Pricing depends on data volume and connected integrations. Ask what a 3-month backfill, added sources, agent usage, model choice and extra datasets cost beyond the first contract.
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Moving from manual tags or another tool means mapping old categories to the new taxonomy and re-ingesting history. Enterpret says it includes a 3-month backfill and data auditors for setup.
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Pricing is custom and no term lengths are published. Request the Data Protection Agreement, subprocessor list, data residency terms and AI training policy in writing.
Alternatives
Compare Alternatives
See how Enterpret stacks up against competitors
Dovetail lists a Free plan at $0 per user per month with one channel and one project, plus custom Enterprise pricing, and offers 30+ sources, Agents, Chat, MCP connectors, SOC 2 Type II and ISO 27001, while Enterpret has no public price and centers on its Adaptive Taxonomy and Context Graph.
Thematic lists a Foundation plan at $25,000 per year for up to 25,000 comments and 3 datasets, plus quote-only Enterprise, with theme discovery from customer language, predicted NPS and churn scores, MCP access and SOC 2 Type II, while Enterpret publishes no prices and adds Wisdom and an agent.
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FAQ’s
Frequently Asked Questions
Common questions about Enterpret
Enterpret does not publish prices. Its page says pricing is based mainly on data volume and the integrations you need, with unlimited seats, a customer success manager and weekly taxonomy refreshes in all plans.
Yes, but there is no free tier or listed entry price, so small teams must request a quote. Its free App Review Analyzer and Survey Data Analyzer tools let you test analysis first.
Enterpret reports SOC 2 Type 2, ISO 27001, ISO 27701 and ISO 42001, with TLS 1.2 and AES-256 encryption on AWS. Its security page says it does not view your data unless you are aware, but it does not address AI training, so ask in writing.
It is Enterpret’s five-level hierarchy of L1, L2 and L3 keywords plus themes and sub-themes. It learns from your help docs and past feedback, shows an audit trail for edits, and proposes updates when it detects drift or new terms.
Its integrations page lists 59, including Zendesk, Intercom, Salesforce, Gong, Qualtrics, Slack, Jira, Amplitude, Mixpanel and Snowflake. Some, such as Chorus and TikTok, show a coming soon badge.
Wisdom is a chat interface for asking questions about customer feedback, with citations to source conversations. AI Insights is the broader assistant, available in Slack, Claude, ChatGPT, Notion and Cursor through MCP.
The agent can Ask for answers, Watch for signals set in plain language and Fix by filing issues in Linear or Jira. Its site lists 30+ connectors, approvals and prebuilt automations such as Escalation Shield and Weekly VoC Report.
Common alternatives include Dovetail, Thematic, Chattermill and Unwrap.ai, which differ in pricing transparency, taxonomy approach, integrations and agent features.