AI Agents Crew · analytics
Hire an AI Analytics Specialist that reads GA4 + Mixpanel + Hotjar and refuses the AI-summary with no point of view.
GA4, Mixpanel, Hotjar, attribution analysis.
Analytics Specialist is Crewmerce's AI worker for ecommerce analytics. The worker syncs GA4, Mixpanel, Hotjar, Microsoft Clarity, builds funnels with drop-off diagnostics, runs attribution across paid + organic + AI search, and generates plain-language performance digests. Feeds insight to Business Advisor for cross-system synthesis.
A normal day with Analytics Specialist.
It's Friday morning. Analytics Specialist drafted the weekly digest overnight. Three signals stood out: conversion rate on mobile dropped eight percent week over week, with a slower load time after a Tuesday deploy as one plausible contributing factor; the cohort of customers acquired through last month's Meta Ads campaign is converting on second purchase at half the rate of the organic cohort; and one bestseller has been quietly selling out, with the catch-up restock projected to miss the cutoff for next weekend. The worker explains each finding with the underlying funnel and queries linked. You scan, decide what to act on.
What this AI worker does.
- Sync GA4, Mixpanel, Amplitude, Hotjar, Microsoft Clarity
- Build conversion funnels and surface drop-off points
- Run attribution analysis across paid + organic + AI search
- Detect anomalies and surface root-cause hypotheses
- Generate weekly performance digests in plain language
- Feed cross-system insight to Business Advisor for synthesis
What you can do with Analytics Specialist.
Read your funnel and surface where customers drop off.
Analytics Specialist builds conversion funnels across GA4, Mixpanel and your shop data, identifies the steps with the largest drop-offs, and links each step to the underlying session recordings (Hotjar / Clarity) so you see real behaviour, not just numbers.
Detect anomalies and propose root-cause hypotheses.
When a metric crosses your defined threshold (default: two-sigma against the rolling baseline), Analytics Specialist surfaces the anomaly with a root-cause hypothesis grounded in cross-system context. The hypothesis is the worker's best read; you decide whether to investigate.
Run attribution across paid, organic and AI search channels.
Analytics Specialist joins ad-platform conversion data, organic search data (from SEO Specialist) and AI citation data (from GEO Specialist) into a unified attribution view. The Receipt shows which channels contributed at what weight — directional signal, not exact causation.
Read cohort behaviour and surface compounding patterns.
Cohort summaries — acquisition channel, first-purchase product, geography, AOV band — and how each cohort behaves on retention, second purchase and lifetime value. The signal is the input; you decide what to act on.
Deliver weekly digests in plain language.
Each week, Analytics Specialist generates a plain-language summary covering top movements, funnel drop-offs, attribution shifts, anomalies and cohort signals. The Receipt links to the underlying queries and data so you can drill in or hand findings to Business Advisor for synthesis.
How Analytics Specialist earns your trust.
Analytics Specialist stays in read-only mode by design. The worker reads from your shop, synthesises across systems, and proposes — but never changes anything directly. Execution always routes through the workers that own the relevant job, with your approval on every action.
Read — {name}'s home
Analytics Specialist syncs and reads your analytics platforms — GA4, Mixpanel, Amplitude, Hotjar, Microsoft Clarity, shop data — and explains what is moving across funnels, cohorts, attribution and anomalies. Read-only by design — no metrics written, no data modified, no ad-platform changes pushed.
Prepare
Analytics Specialist drafts the weekly digest, attribution analysis, anomaly diagnosis or cohort summary — each finding shows the underlying data view, the threshold or rule that surfaced it, and a clearly-marked hypothesis section where causal reads are tentative.
Approve
You tap. The view saves to your dashboard as a named reference. The Receipt records the queries that built the view, the data sources joined, the version of each connector at read time, and the hypothesis the worker proposed — a clear audit trail.
Automate
Once you have confirmed enough digests and anomaly diagnoses as useful, Analytics Specialist can deliver the recurring weekly digest and threshold-triggered alerts on its own under your rules. What automates is the reporting cadence and alerting, not data changes. The worker stays read-only at every step of the ladder — what shifts is how often it surfaces signal to you, not what it writes back.
What it costs.
Simple tasks are included in your plan. Heavier work shows a cost preview before it runs. You see the number, you approve, then it runs. Nothing surprises the bill.
- Read
- Free across the workforce. Status checks, audits, lookups — anything where the worker just reads from your store.
- Draft & prepare
- Drafted weekly digests, prepared funnel diagnostics, single-anomaly hypotheses — included with your plan.
- Generate & automate
- Heavier work — deep attribution analyses, multi-platform funnel builds, anomaly deep-dives — shows a cost preview before it runs. You approve before any extra cost.
How Analytics Specialist works with the rest of the AI Crew.
Analytics Specialist works alongside the rest of the workforce in one chat. When a task crosses Worker boundaries, the delegation is a single Receipt — you see both Workers cooperate in the same thread.
See Analytics Specialist in the full team flow — read the week-by-week walkthrough of how the AI crew actually runs a real shop together.
Questions
Questions about hiring Analytics Specialist.
What does Analytics Specialist actually do?
Analytics Specialist syncs your analytics platforms, builds conversion funnels, runs cross-channel attribution, detects anomalies against rolling baselines, and writes a plain-language weekly digest. It reads, summarises and proposes — read-only by design. Every output is signal you can act on, not an action it took.
Will it change any of my data?
No. Analytics Specialist stays in read-only mode by design. Every output is a digest, a funnel, an attribution view or a hypothesis — not a write. The Receipt logs which data sources informed the analysis, with no mutation involved.
How does it handle attribution across paid, organic and AI search?
It joins ad-platform conversion data, organic search data (from SEO Specialist) and AI citation data (from GEO Specialist) into a single attribution view. The Receipt shows which channels contributed at what weight. The view is directional signal — a useful read on which channels are pulling, not an exact causal claim.
How does it know what changed in my sales last week?
It compares current values to rolling baselines across funnel steps, channels, cohorts and product categories; surfaces the largest movements; and proposes a hypothesis grounded in cross-system context. The hypothesis is the worker's best read of the evidence — not proven causation. You decide whether to dig deeper.
How does it work with Business Advisor?
Analytics Specialist generates the signal layer; Business Advisor synthesises strategy from it. The two Workers form a tight loop — Analytics reads and digests, Business Advisor reads the digest plus the underlying data and proposes strategic direction. Both stay read-only by design; execution goes through other Workers.
Same chat. Same Receipt format. Same earned-autonomy promise.
Hire Analytics Specialist.
Read-only by default. You approve every important action. Cancel anytime.