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Product analytics

Go beyond the numbers. Understand the people behind them.

Traffic, users, behavior, conversion and attribution — one platform that answers the five questions of growth. No tracking plan, no data team required.

Example question for the AI assistant:Where do people drop out before paying?
ClueMobile drop at checkout is 2× desktop — the payment page loads in 4.2 s
01Traffic analytics

Where every visit came from — and where it went

Channels and sources sorted out for you, with AI assistants and bots kept separate from the people you want to reach.

  • Channels, referrers, search terms and UTM campaigns
  • ChatGPT, Perplexity, Claude and other AI assistants as their own source
  • Ad clicks recognised automatically from 14 ad platforms
  • Landing page conversion, entry and exit pages
  • Human and bot traffic reported separately
02User analytics

From a visitor count to real people

Every person gets one profile — across devices, before and after they sign in.

  • Profiles with a timeline across website, mini program and app
  • Identity merging across devices and sign-in
  • Segments and tags from rules that update automatically
  • Account analytics for B2B teams
  • Acquisition cohorts with retention, LTV and payback

The payback curve groups users by the batch they were acquired in (acquisition cohort).

03Behavior analytics

See every step — and where people stop

Six ways to look at behavior, all on the same events.

Funnels

Find the step that loses people — like the −46% at checkout — and how long each step takes.

View product
2,400
Add to cart
1,248 −48%
Checkout
674 −46%
Paid
508 −25%
Sample data

Event analysis

Several metrics side by side, with formulas and breakdowns.

Sample data

Retention

New-user and feature retention by week.

D0D1D3D7 W36100%46%38%31%W37100%48%40%W38100%42%
Sample data

Paths

Sankey charts of where people go next.

Sample data

Heatmaps

Clicks and scroll depth drawn over the real page.

Sample data

Session replay

Watch what people actually did, with rage clicks and form errors marked.

1:58 / 3:12
Rage clickForm errorLeft at payment
Sample data
04Tracking with AI

Tracking is no longer a project

PathClue captures interactions from day one and AI turns them into named events. You confirm; your developers only add business data.

Usual way Write a planScheduleDevelopVerify Weeks
PathClue InstallCaptured automaticallyConfirmUse Minutes
Steps play automatically
Also included
Tracking planVirtual eventsData quality checks
05Conversion & growth

One board for acquisition, activation, retention and revenue

Set goals, follow the AARRR funnel and see how revenue and repeat purchases move.

Goals — conversion milestones you can reuse everywhere
AARRR board — acquisition to referral on one screen
E-commerce & revenue — GMV, average order value, LTV, repeat purchase
Product health score — one number that sums up the trend
Journey maps — the stages people move through
10 industry templates — events, metrics and dashboards in one click
06Marketing attribution

Know where every ad dollar went and what it brought back

Compare channels by return, not by clicks, and send conversions back so the ad platforms optimise for buyers.

  • Ad click IDs recognised automatically (14 platforms)
  • 4 attribution models side by side
  • Channel ROI quadrant
  • Conversions sent back to ad platforms
  • Campaign short links and campaign reviews

Click IDs and conversion sending across 14 ad platforms

Google AdsMetaTikTokMicrosoft AdsX AdsLinkedInSnapchatPinterestReddit AdsYandex DirectOcean EngineBaidu MarketingTencent AdsKuaishou
Partner program

Track referrals and commissions from partners and affiliates.

07AI clues

Let the data tell you when something’s off

PathClue watches your metrics and writes down what it finds, so you don’t have to check every report.

Anomaly alerts

A metric moves outside its normal range and you hear about it — by email, WeCom, DingTalk, Feishu or webhook.

ClueSign-ups −32% vs last Tuesday, mostly iOS Safari

Reports with an AI summary

Scheduled reports open with a short summary of what changed and why.

MetricVisitors from ChatGPT +41% this week, converting above average

Ask in plain words, or through MCP

Ask the AI assistant a question, or query PathClue from Claude, Cursor and other AI tools.

ClueNewsletter readers have the best 30-day retention — ROI 6.2×

Example clues for illustration.

08Cross-platform

Three platforms, one person

One project connects several data sources and keeps one definition of a user.

  • Add websites, apps and mini programs to the same project
  • One user definition across platforms
  • A multi-platform overview and side-by-side comparison
Two modes

Clear for beginners, deep for experts

Switch between them at any time — same data, different depth.

Simple mode

Five entry points with charts ready the moment you open them.

Open data

Your data goes where you need it

Share it, export it, or pull it into your own tools.

Dashboards & sharing

Build dashboards and share them with a public link.

Data export

Export reports and data whenever you need them.

Open API

Read your data programmatically.

SQL metrics

Define custom metrics with SQL.

Webhooks

Push events and segment changes to your systems.

MCP server

Query PathClue from Claude, Cursor and other AI tools.

Compare

Lighter than a traditional product analytics platform

How PathClue compares on the points teams ask about most.

PathClue compared with product analytics platforms and free general analytics suites
FeaturePathClueProduct analytics platformsFree general suites
Getting started without a tracking planSome offer autocaptureBasic auto-tracking
Analytics without cookies by defaultUsually notUsually not
Bot traffic shown as its own reportUsually notMostly filtered out
AI assistants as their own traffic sourceUsually manual setupUsually custom rules
Session replay and heatmapsOften an add-onUsually a separate tool
Private deployment optionRarelyRarely
Free planYes, with limitsYes

The two right-hand columns describe common practice for each type of tool; individual products differ, so check their own sites. Reviewed October 2026.

Industry templates

Start from one of 10 industry templates

Events, metrics and dashboards set up for how your industry measures success.

Solution pages for each industry are on the way; the templates are already in the product.

Data that has to stay in your own environment?

  • Self-hosted deployment
  • Higher volume
  • Custom integrations
  • Dedicated support
FAQ

Questions about product analytics

Where does this end and website analytics begin?
Website analytics tells you how many people came and from where. Product analytics follows people: what they did, where they dropped out, who came back and which channel paid off. PathClue does both on the same data.
Do we have to tag everything before we start?
Not to get started. Autocapture collects clicks, forms and pageviews, and AI suggests event names you confirm in the inbox. Business data such as order value takes one line, and AI can write it for you.
Will it slow down as my data grows?
PathClue is built for large event volumes. Plans go up to 10M events a month on VIP 2, and Enterprise covers higher volume by contract.
Can I export data to my own warehouse?
You can export data, read it through the open API, push events and segment changes through webhooks, and query it from AI tools over MCP.
Do you offer self-hosting?
Yes, on the Enterprise plan — private cloud or your own servers. Contact us.

Start on the free plan.
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