AI-native product analytics

Task completion rate. Fall-off detection. Cost per interaction.
The metrics AI product teams actually need.

Flare is the first analytics platform built for AI agents — not just users around them.

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No credit card 14-day free trial
FEATURE 01 — AGENT METRICS

Finally — analytics built for AI agents

Every AI product team asks "Are users getting better outcomes because of my agent?" No existing tool answers this. Flare does.

Task Completion Rate
Track whether agents complete what users ask — without the manual QA
Fall-off Detection
Identify exactly where agents break down — step, action, or outcome level
Cost per Interaction
Understand the economics of your agent — per task, per user, over time
Metrics dashboard — task completion and fall-off rates
What Flare tracks

The metrics that actually measure AI.

Legacy analytics show you what users do around your AI. Flare shows you what your AI actually does.

Task Completion Rate
The % of AI agent interactions that reach a successful outcome.
Know when your agent finishes what it starts.
Fall-off Detection
Where users drop off during AI interactions.
Spot the exact step where users abandon the agent.
Cost per Interaction
Infrastructure cost per AI task completed.
Understand the true cost of each agent decision.
Retention by AI Engagement Tier
User retention grouped by how heavily they use the AI.
See which engagement tiers drive real retention.
AI agent and analytics system — closed feedback loop
FEATURE 02 — CLOSED LOOP

Agents report. Flare learns. Outcomes improve.

The MCP server built into Flare lets your AI agents report every interaction — completed, failed, or fell off — directly into your analytics. No manual instrumentation. No sampling. Complete signal.

01
Agent completes a task
Outcome, cost, and duration reported via the Flare MCP tool
02
Flare aggregates across all interactions
Rolling stats update on task completion rate and fall-off patterns
03
Anomalies trigger a Slack alert
If completion rate drops or fall-off spikes, your team gets notified
FEATURE 03 — AUTONOMOUS SCIENCE
CTA button color — orange vs white
Day 3 of 7 1,247 users Confidence: 78%
✓ Onboarding step count — 4 vs 7
Complete 3,812 users +22% activation
Pricing page layout — comparison vs single
Starting in 2 days Auto-scheduled AI suggested

Flare runs your experiments. You just decide what to ship.

No more manual spreadsheet tracking, manual statistical significance calculations, or experiments that run for weeks while your team argues about whether the results are real. Flare designs the test, monitors the outcome, and recommends action — autonomously.

12x
faster experiment turnaround vs manual process
92%
of Flare experiments reach statistical significance in under 14 days
What teams are saying
"

We had no idea if our AI assistant was actually helping users or just confusing them. Flare showed us exactly where the fall-off was happening.

Head of Product
AI SaaS startup
"

Task completion rate became our north star metric the moment we started using Flare. It's the first analytics that actually measures the AI.

Founder
AI-first product
FAQ

Questions we get a lot.

Legacy analytics platforms measure user behavior around AI features. Flare measures the AI agent itself — task completion, decision accuracy, fall-off patterns, and cost per outcome.
Yes — Flare uses an MCP server so your AI agent reports behaviour directly into Flare. Setup takes under 5 minutes.
Task completion rate, fall-off rate, cost per interaction, and retention by AI engagement tier. All metrics are agent-level, not just user-level.
B2B AI products first — teams shipping AI agents, copilots, or autonomous features who need to prove ROI to stakeholders.
Free to start — no credit card required.
THE VERDICT — GET STARTED

Your product deserves a second pair of eyes. We gave it an entire brain.

Flare is the product analytics platform for teams that are done staring at dashboards waiting for something to happen. It's for engineers, product managers, and founders who want intelligence that moves first.

01
Monitors all metrics 24/7, alerts only when it matters
02
Runs experiments autonomously and recommends what to ship
03
Sends a daily intelligence brief — no login required
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