AI Summaries

AI summaries that explain your accounts — instantly

Turn raw product usage into clear, human-readable insights that highlight risk, momentum, and opportunity.

Understand any account in seconds — without digging through dashboards or event streams.

AI account summary

Why AI summaries matter

Most teams swim in data but struggle to understand what it means. Engagement scores, events, trends, activation steps — it's all there, but translating it into a clear story takes time. AI summaries turn complex behaviour into concise explanations of what's going well, what changed, and what needs attention.

  • No more manual account reviews
  • No more guesswork about what caused a score to move
  • Clear, consistent insights everyone can act on

Key capabilities

  • Account summaries

    A short narrative that explains the health, momentum, and key behaviours of any account.

  • Trend insights

    See what's new, improving, declining, or unusual — without running reports.

  • Behaviour highlights

    Spot the events or features driving engagement (or causing it to drop).

Account summaries
Trend insights
Behaviour highlights

How it works

01

Accoil collects your usage data

Scores, segments, events, trends, traits — all the signals about customer behaviour.

02

The engine identifies what's changed

Drops and spikes in usage, segment movements, activation progress, and more.

03

AI generates a concise written insight

A short, clear summary that explains what happened, why it matters, and is generated in a privacy-aware way — without sharing account names, user details, or personal data with external LLMs.

Summaries update continuously as customer behaviour changes.

Integrations & actions

AI summaries can be viewed directly inside Accoil and accessed via API, making it easy to surface context wherever your teams work.

Team tools

Surface summaries inside tools like Jira, Intercom, or HubSpot where supported.

API access

Access summaries programmatically to review them inside internal systems and workflows.

In-app visibility

View summaries directly on each account in Accoil — no scripts or automation required.

What this unlocks

For customer success

  • Understand the health of any account instantly
  • See who to contact and why
  • Know what guidance to give customers based on behaviour

For sales & expansion

  • Quickly understand the state of an expansion account
  • Identify advocates and champions to reach out to
  • Time expansion conversations based on real momentum

For product teams

  • See overall account health before reaching out for research
  • Identify advocates and high-usage accounts
  • Spot missing features or behaviours worth investigating

For management

  • Quick, objective understanding of any account before meetings
  • Clear visibility into overall health and momentum
  • Data-driven decisions without dashboard digging

The summaries saved us hours. Instead of digging into dashboards, we get a clear picture of what changed and what we should do next.

See how Accoil works

Discover how AI summaries — and the rest of Accoil's insights — can help your teams understand customers and act with confidence.

  • Built with privacy-aware AI
  • Works with your existing usage data
  • No setup scripts required