What Relative Insight does

Relative Insight is a UK-headquartered text analytics SaaS company that applies comparative linguistic analysis to unstructured customer, employee, and fan feedback. The platform was founded in 2012 and originally deployed its core technology for British law enforcement to identify masquerading behavior online; it has since pivoted to commercial enterprise applications. Its technology foundation is a proprietary deterministic AI engine that compares language across datasets to surface statistically significant differences — producing consistent, auditable outputs that the company positions as a counterpoint to non-deterministic LLM-based analytics. This is paired with a generative AI layer (Accelerator AI) for narrative reporting and an agentic AI layer (Ignition) that triggers downstream actions in CRM, ticketing, and marketing systems when specific language patterns appear. The product portfolio consists of four core platform modules (Explore, Accelerator AI, Heartbeat, Scoreboard), three solution verticals (Fan Experience, Customer Intelligence, Employee Intelligence), and four team-solution SKUs (CX, Insights, Executive, Analytics Teams). A new Agent Optimizer service launched in June 2026 targets chatbot escalation reduction.

The company operates a sales-led enterprise go-to-market with custom annual subscriptions priced by data sources connected and team size, plus optional research services. Buyers include CX leaders, insights teams, analytics teams, and executives at organizations such as Comcast, Starbucks, Sony, Nespresso, Deliveroo, Miro, New York Life, MetLife, Sky, and multiple professional sports franchises including the Tennessee Titans, LA Clippers, and England Rugby. The company is privately held, headquartered in Lancaster with a London office and US subsidiary (Relative Insight Inc.), and is ISO 27001 certified. It has raised disclosed funding from YFM Equity Partners (£5M, March 2022), Maven Capital Partners, and earlier-stage investors including Force Over Mass Capital, Mercia Fund Managers, and Northern Stars.

Name

Relative Insight

Legal name

Relative Insight Limited

Website

https://relativeinsight.com

Company type

Private

Founded year

2012

Operating status

Operating

Headcount range

11–50 employees

Short description

Relative Insight is a UK-based AI text analytics platform that uses comparative linguistic analysis to convert unstructured customer, employee, and fan feedback into actionable insights for enterprise CX, insights, and analytics teams.

Ownership category

akta.pro rank

Product category

Text Analytics Software

akta.pro primary industry

Early Warning & Risk Prediction (Dropout/Failure Alerts, Intervention Targeting) (EDAFAFAE)

akta.pro secondary industry

Institutional & Program Analytics (Enrollment, Retention, Outcomes) (EDAFAFAK)

Keywords

• Text analytics platform
• Customer feedback analysis
• Voice of customer software
• Comparative linguistic AI
• Unstructured data insights

Headquarters

HQ city

Lancaster

HQ country

United Kingdom

HQ region

Europe

Offices3 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations

Revenue model

1. Subscription Licenses: Annual subscription model with pricing based on the number of data sources connected. Minimum contract duration is one year. Customers can analyze unlimited words or messages from specified sources. Additional data sources incur extra charges.
2. User Licenses: Team-based pricing with volume discounts. More user licenses result in lower cost per license. Quote-based pricing for team sizes.
3. Research Services: Optional research services packages providing up to 5 hours of analysis support per month. Customers brief the team and participate in feedback sessions with output presented in playback sessions.

Pricing tiers

Go-to-market motion2 records

Distribution channels4 records

Marketing channels6 records

Core offering

Relative Insight is an AI-powered comparative text analytics platform that analyzes unstructured qualitative data (survey open-ends, reviews, chat logs, support transcripts, social media) to surface statistically significant language patterns and turn them into evidence-backed insights. It combines Deterministic AI (analytics engine), Generative AI (narrative reporting via Accelerator AI), and Agentic AI (automated action triggers via Ignition) to help CX, insights, and analytics teams reduce analyst time, identify root causes, and act on feedback in real time.

Product overview

Relative Insight is an AI-powered text analytics platform that analyzes unstructured qualitative data (survey responses, reviews, chat logs, support transcripts, social media) to produce evidence-backed insights for customer experience, employee experience, and fan experience teams. The platform is built on a three-type AI architecture: Deterministic AI (the foundational analytics engine that finds statistically significant language differences), Generative AI (the communicator layer that translates findings into reports and summaries), and Agentic AI (the operator layer that triggers automated actions via the Ignition module). The core product portfolio consists of four main platform features: Explore (text analysis at scale), Accelerator AI (automated reporting), Heartbeat (real-time KPI tracking), and Scoreboard (automated email reports). These are organized across three solution verticals (Fan Experience, Customer Intelligence, Employee Intelligence) and four team solutions (CX Teams, Insights Teams, Executive Teams, Analytics Teams). A recent addition is Agent Optimizer (launched June 2026) for chatbot optimization. The platform integrates with CRM systems (HubSpot, Salesforce), survey platforms, NPS/CSAT tools, social listening platforms, support platforms, BI dashboards, ticketing systems, and incident trackers.

Differentiator

Problem solved

Functional benefit

Brands

• Accelerator AI: Automated reporting feature that delivers ready-to-share reports with key themes and metrics, cutting analysis time and speeding up decisions.
• Heartbeat
• Scoreboard
• Explore
• Ignition
• Agent Optimizer

Products and services

• Explore Turns thousands of open-ended responses, reviews, and chat logs into structured intelligence by analyzing millions of words in seconds; compatible with any text data source; targets insights and analytics teams that need to analyze qualitative feedback at scale without manual coding.
• Accelerator AI Automated reporting module that delivers ready-to-share reports with key themes and metrics in minutes; uses generative AI to translate statistical findings into analyst-quality narratives; cuts analysis time and accelerates decision cycles for insights and CX teams.
• Heartbeat Real-time tracking module for customer feedback KPIs such as CSAT, NPS, and eNPS; uses built-in or custom themes to monitor sentiment and topic shifts continuously; enables teams to detect and act on emerging issues before they escalate.
• Scoreboard Automated email reporting module that assigns key metrics to themes and sends digestible insight updates directly to stakeholder inboxes; keeps teams aligned on trends across segments, regions, and time without manual report distribution.
• Fan Experience (Fan Intelligence) Vertical solution for professional sports teams, venues, and entertainment organizations to analyze fan feedback across surveys, social media, reviews, and support channels; uses linguistic AI plus Ignition to deliver tailored offers, loyalty follow-ups, and operational fixes in real time.
• Employee Intelligence Vertical solution for HR and people teams to analyze employee feedback from surveys, eNPS, exit interviews, Slack, internal forums, and helpdesk logs; turns employee signals into timely interventions, manager follow-ups, and cultural improvements.
• Customer Intelligence Primary customer-facing solution platform that turns customer feedback from surveys, social listening, reviews, CRM, support platforms, live chat, and email into root-cause analysis behind churn, loyalty, and growth opportunities.
• Agent Optimizer Service launched in June 2026 designed to reduce chatbot escalations by up to 20% and recover at-risk churn; uses deterministic comparative AI to diagnose which conversations bots should handle but do not; delivered through a three-phase engagement (Measure & Diagnose, Optimize & Configure, Monitor & Sustain).

Quantifiable outcome

• 90% reduction in analyst time per project (from 60 hours to 6 hours average)
• +5 more outcomes

Named customers15 records

Segments7 records

Ideal customer profiles5 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration12 records

AI capability6 records

Feature8 records

Scale indicators4 records

Recent moves5 records

Expansion highlights6 records

Broad incumbents

• Qualtrics: Largest experience management platform with broad XM, customer experience, and text analytics capabilities. Direct overlap with Relative Insight's CX and VoC use cases; competitor mentioned in Relative Insight's own integration ecosystem.
• Medallia: Enterprise customer experience and VoC analytics platform offering text and speech analytics at scale. Overlaps with Relative Insight's CX and Employee Intelligence verticals, but with broader omnichannel and larger enterprise deployments.
• Sprinklr: Unified customer experience management platform with social listening, VoC, and AI-powered insights. Competes with Relative Insight for enterprise CX and social/feedback analytics budgets across similar buyer personas.
• InMoment: Customer experience intelligence platform combining surveys, social, and text analytics with AI-driven action. Direct overlap with Relative Insight's CX root-cause analytics positioning, particularly with enterprise clients.
• Forsta: Experience and research technology platform offering surveys, text analytics, and CX/EX analytics. Overlaps with Relative Insight's CX and insights team solutions at the enterprise level.

Direct peers

• Clarabridge (Qualtrics): Pioneer in AI-based customer experience text analytics. Closest direct competitor to Relative Insight's comparative text analytics engine for VoC and CX programs, now part of Qualtrics.
• Chattermill: AI-native customer feedback analytics platform that unifies survey, review, support, and social data into insights. Closely comparable on product positioning, target buyer (CX/insights leaders), and LLM-driven analytics approach.
• Idiomatic: AI-powered customer feedback analytics platform focused on surfacing actionable insights from qualitative data. Comparable target market (CX/support teams) and AI-driven text analytics approach.

Emerging players

• Luminoso: Text analytics platform using AI/NLP for customer feedback, VoC, and employee engagement use cases. Comparable to Relative Insight's analytical core, though with a different technology lineage.
• Keatext: AI-based text analytics and VoC platform that automatically categorizes open-ended survey responses and customer comments. Similar niche focus on extracting insight from open-text feedback for CX teams.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks7 records

Key highlights7 records

Customer concentration

• Xx.com/relativeinsight
• YouTubeyoutube.com/channel/UC92SegxVbhS8KLHQ7d8r_-A
• LinkedInlinkedin.com/company/relative-insight
• Instagraminstagram.com/relativeinsight

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles5 records

Subsidiaries1 record

Funding overview

Funding rounds5 records

Investors9 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Relative Insight