For Operators

Know what players actually say about your brand.

Your CX team hears it last. Your competitors hear it first. DataFlair listens to 1M+ public player conversations and turns them into structured signals on your brand, trust posture, friction, switching narratives, refreshed every 4 hours.

A real sample report · No commitment

dataflair.ai / operator-snapshot
Brand Reputation Snapshot
Videoslots · sample report
Trust posture
Eroding
41
friction signals
11
praise signals
74
trust-erosion
trust trend
Top friction · Trust erosion
"Battle of Slots quietly cut payouts from the top 30% to 20%. Pure penny-pinching."
forum thread · recurring · 55 signals
Switching narrative
"Moved my tournament budget to Unibet, better bonus value and weekly promos."
community thread · multiple
What players love
"Withdrawals were always fast, and support sorted my issue same day."
reviews · recurring · 21 signals
Action queue: Restore Battle of Slots payouts · stop unannounced changes · win back churners to Unibet/LeoVegas
Why operators use DataFlair

Your players are talking. Everywhere except your dashboards.

DataFlair turns the public iGaming web, forums, communities, reviews, complaints, social, news, into a structured signal layer on your brand. Same engine the top affiliates use; turned inward, on you.

Hear it before your CX team does

Withdrawal, KYC and bonus complaints surface on forums and Discord days before they hit your support inbox.

Independent, not self-reported

No surveys, no NPS theatre, just structured signals from 1M+ public player statements.

See switching narratives in players' words

When players move to a competitor, they explain why. You get the verbatim, sourced and time-stamped.

Diagnose the lifecycle break

Stage-tagging pinpoints where players drop off, onboarding, KYC, first withdrawal or VIP transition.

Better affiliate partnerships

Marketplace surfaces affiliates whose audience actually fits your product, matched on player evidence.

Compliance you don't have to chase

T&C drift and license-status changes tracked across your brands and competitors, audit-ready.

Built for every team that touches the brand

One source of truth across brand, CX, VIP, compliance, partnerships and data.

Brand & Marketing

Track reputation in real time. Catch positive and negative narratives before they shape the market. Lead campaigns with what players actually praise.

  • Trust posture by market
  • Switching narratives in/out
  • Notable player quotes
  • Competitor sentiment side-by-side
CX & Operations

Find the friction points your tickets miss. Most players never contact support, they post, then leave. We surface what they say on the way out.

  • Withdrawal & KYC themes
  • Support response signals
  • Payment method complaints
  • Lifecycle-stage drop-offs
VIP & Retention

See which players are about to leave and which segments are showing trust erosion. Spot the high-value churn risk before the first chargeback.

  • High-value friction
  • Switching intent signals
  • Trust trajectory by segment
  • VIP program perception
Compliance & Legal

Track responsible-gambling sentiment, license and jurisdiction chatter, and bonus/T&C disputes, in players' own words.

  • Responsible-gambling sentiment
  • License & jurisdiction chatter
  • Bonus & T&C disputes
  • KYC friction
Affiliate / Partnerships

Find affiliates whose audience actually fits your product. Pre-negotiated deals, audience match scoring, player-evidence backed performance.

  • Audience-fit scoring
  • Affiliate quality signals
  • Pre-negotiated deal anchors
  • Performance vs. promises
Data & Engineering

MCP endpoint and REST API. Connect Claude Desktop, Cursor or your own agents to live tenant data. Build the morning briefing agent your team always wanted.

  • Tenant-isolated MCP
  • 8 purpose-built tools
  • Write access via API
  • Full audit trail
Resources for operators

See what we'd send you. Before we ever talk price.

A few public pieces of what we do. Pick any to dig in, the sample snapshot is the fastest way to see what one of these reports looks like.

Free sample
Sample Brand Reputation Snapshot

See a real Player Intelligence Report end to end, our Videoslots sample, pulled from 30 days of public conversations across 9 source types. No commitment, no spam.

  • A real, fully-sourced sample report
  • Trust posture, friction, switching narratives
  • Sourced player quotes with links
  • Exactly what a live report looks like
See the sample snapshot
For your team
Operator Playbook

A field guide built from real player signals: the retention levers that actually move player behaviour, sequenced into a practical plan for the teams that touch the brand.

  • VIP & retention levers
  • Community presence playbook
  • The switching-intent signal
  • 90-day implementation roadmap
Open the playbook
Market
Most-Discussed Brands Report

The brands players talk about most in your market, ranked by conversation volume, with what is driving each one up or down, praise, complaints and where players are switching.

  • Top brands by conversation volume
  • What is driving each up or down
  • Praise vs complaint share
  • Where players are switching
See the rankings
New · 2026
The 2026 Defection Report

Why your players leave, and where they go. It names both halves of every defection, the reason out and the brand they move to, built from switching narratives across public player conversations.

  • Top reasons players leave you
  • Where they go next, named
  • Switching narratives, each sourced
  • A shortlist of what to fix first
Request the report
Built for your data team

Connect your AI tools, agents and workflows. No data export required.

DataFlair ships the only MCP endpoint built for iGaming. Connect Claude Desktop, Cursor or any custom agent directly to your live tenant, read, write, orchestrate. Tenant-isolated at the protocol level. Full audit trail.

8
purpose-built tools
4
live resources
3
agent prompts
100%
tenant-isolated
Integrations live today
Claude DesktopCursorMCPREST APIWebhooksSlackJiraHubSpot
The fastest way to start

See exactly what a Player Intelligence Report looks like. On the house.

A real Player Intelligence Report end to end, our Videoslots sample. Sourced quotes, structured signals, an action queue. No commitment.