Website Analytics to Weekly Growth Report

Zero combines PostHog product behavior and Plausible web analytics, separates real conversion changes from tracking gaps, and writes a concise weekly report in Notion.

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Zero connects:PostHogPlausibleNotionSlack

What Zero delivers: a signal-first website growth report

Explore a sample analytics report with KPI trends, a channel treemap, a conversion funnel, landing-page data, and one tracking gap kept separate from behavior.

Zero · Automation reportSample data

Weekly readout

Signup conversion improved 0.7 points. Referral and direct traffic led the gain, while two high-intent organic pages declined. One incomplete pricing event is isolated from the conversion analysis.

Sessions
18.4K+9% week over week
Signup conversion
4.8%+0.7 points
Tracking gaps
1kept separate
Open the full website report

What is an automated weekly website report?

An automated weekly website report explains what materially changed in traffic, behavior, and conversion without dumping every dashboard metric. Zero reads Plausible goals and traffic cuts, PostHog events and funnels, and experiment context from Notion. It cross-checks discrepancies, labels broken instrumentation separately from user behavior, and prepares a concise reviewable report.

Why analytics dashboards still do not explain the week

Teams often have both a lightweight website analytics tool and a deeper product analytics system. The problem is not access to numbers; it is reconciling them, selecting the meaningful changes, and recognizing when instrumentation failed. Zero performs that weekly analysis and writes a report that is explicit about evidence and uncertainty.

How Zero turns two analytics systems into one growth readout

Step 1: Connect your tools

PostHog
PostHog
Required
PostHog. Supplies events, paths, cohorts, properties, and funnels.
Connect
Plausible
Plausible
Required
Plausible. Supplies website traffic, acquisition cuts, pages, and conversion goals.
Connect
Notion
Notion
Optional
Notion. Supplies experiment context and stores the reviewable report.
Connect
Slack
Slack
Optional
Slack. Optionally delivers an approved team summary.
Connect

Step 2: Ask Zero

@Zero every Monday, compare the last complete week with the prior week in Plausible and PostHog. Report only material traffic, signup, and funnel changes. Cross-check tracking health, use Notion release notes for context, and draft a concise report. Do not claim causality without evidence.
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Zero compares complete periods across both tools
It aligns time zones, filters incomplete days, and checks top-line traffic and goal movement.
Zero drills into material changes and data quality
PostHog paths and properties explain behavior while Plausible cuts validate acquisition changes and instrumentation checks isolate broken data.
Zero writes the narrative for review
Notion receives a concise source-linked report; Slack delivery remains optional.

Step 3: Take it further

Open an instrumentation issue
Turn a confirmed tracking gap into a scoped task.
@Zero draft a Linear issue for the missing pricing plan property with impact, start time, and affected events.
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Deep-dive one movement
Ask for the segment cuts behind a high-value signal.
@Zero break down the signup-conversion lift by landing page, source, device, and new versus returning visitors.
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Publish the approved summary
Post only after the owner reviews the interpretation.
@Zero post the approved five-bullet summary to the growth Slack channel with a link to the Notion report.
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How PostHog, Plausible, Notion, and Slack create the weekly readout

The workflow connects product behavior, website acquisition, and the experiment decisions that explain when a change happened.

PostHog

PostHog: events, paths, and funnel behavior

Required

Zero reads event volume, properties, paths, cohorts, and funnel steps to understand what visitors did after they arrived.

Plausible

Plausible: traffic and conversion goals

Required

Plausible supplies privacy-friendly acquisition, landing-page, referral, geography, and goal trends for week-over-week comparison.

Notion

Notion: experiment and launch context

Optional

Release notes and experiment decisions help Zero align metric movement with what changed while avoiding unsupported causal claims.

Slack

Slack: optional review delivery

Optional

Zero can post the approved summary to a chosen channel or keep the first version private. It never floods the team with every metric.

Zero vs. dashboards vs. metric dumps

Dashboards remain the source for exploration. The weekly workflow decides what deserves attention and makes uncertainty visible.

A dashboard

Flexible and detailed, but someone still has to check every panel, choose comparisons, and explain why a movement matters.

An automated metric dump

Consistent but noisy. It repeats normal fluctuations and can mistake broken events for a real conversion change.

Zero

Zero cross-checks systems, surfaces only material shifts, separates instrumentation issues, and links the source behind every claim.

Tips for better results

●Compare complete periods in the same time zone.
●Define volume and movement thresholds so normal noise stays out.
●Treat tracking health as a separate section, not a user-behavior conclusion.

Frequently asked questions

Why use both PostHog and Plausible?

Plausible is strong for site traffic and goals, while PostHog adds event, path, cohort, and funnel detail. Cross-checking also exposes tracking inconsistencies.

How does Zero decide what is meaningful?

You define minimum volume and absolute or relative change thresholds. Zero also checks whether the same movement appears in supporting cuts.

Will Zero claim that a launch caused a change?

No without experimental evidence. It can say the timing aligns and link the release note, but it labels correlation as correlation.

What happens when tracking breaks?

Zero isolates the affected metric, explains the scope and start time, and excludes unreliable cuts from the behavioral narrative.

Can the report post to Slack automatically?

Yes if you explicitly configure that destination. A safer first version keeps the report private until you approve its metrics and tone.

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Replace weekly dashboard archaeology with a signal-first report

Connect PostHog and Plausible, add your Notion experiment log, and review the first automated growth readout.

@Zero every Monday, compare the last complete week with the prior week in Plausible and PostHog. Report only material traffic, signup, and funnel changes. Cross-check tracking health, use Notion release notes for context, and draft a concise report. Do not claim causality without evidence.
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