Sessions to Conversion Distribution Chart

The Sessions to Conversion Distribution chart shows how many attributed sessions visitors needed before completing a conversion path.

It helps you distinguish journeys that convert immediately from journeys that require repeated visits, and shows whether conversion depth differs between desktop, mobile and tablet completions.

Before you begin

This chart requires:

Cookie tracking for the selected website.
At least one configured conversion path.
Confirmed conversion-path completions.
Completed conversion and attribution processing.

The chart is not available in cookieless mode. Counting sessions across a visitor journey requires the persistent identity and complete attribution model provided by Cookie tracking.

Enabling Cookie tracking does not retrospectively connect earlier cookieless sessions.

Choose the reporting scope

Sessions to Conversion Distribution follows the filters at the top of the Conversion dashboard.

Date range

Choose a preset period or enter a custom date range.

The selected dates determine which path completions are included. Earlier sessions in a qualifying visitor journey may have occurred before the start of the reporting period if they remain within the conversion's attribution window.

Preset and custom ranges include the whole start and end dates in the Wheremore account's WordPress timezone.

Website

Select the website you want to analyse.

The website must:

Belong to the current workspace.
Have Cookie tracking enabled.
Contain qualifying conversion-path activity.

The chart is hidden until a website is selected.

Conversion path

Select a conversion path to analyse the number of sessions needed for that goal, or include all available paths for the website.

Selecting one path normally produces the clearest result because different goals can require very different levels of consideration.

Only confirmed path completions qualify. Individual conversion-zone clicks that did not complete a path are excluded.

Campaign

Select a UTM campaign to restrict the chart to qualifying converting sessions associated with that campaign.

The No campaign option includes sessions for which no attributed touchpoint contains a campaign value. It does not necessarily mean the visitor arrived directly.

Audience

The audience filter separates:

Prospects — sessions not marked as authenticated.
Identified visitors — sessions marked as authenticated.
All traffic — both groups.

Audience classification and Cookie identity are separate. A prospect can still have the persistent identifier needed to connect visits.

Device

Choose all devices or restrict the chart to desktop, mobile or tablet completions.

When all devices are selected, each session-count band is divided into device series. When a specific device is selected, only qualifying sessions completed on that device are included.

How the chart is calculated

For each qualifying converting session, Wheremore:

Finds the first qualifying conversion-path completion in the selected scope.
Uses the complete attribution model attached to that completion.
Reads the modelled number of sessions in the attributed journey.
Places the converting session in one session-count band.
Assigns it to the device used for the qualifying completion.

Each qualifying converting session is counted once.

If a session contains several qualifying path completions, Wheremore uses the first completion after the active filters have been applied. This prevents the same converting session from appearing in multiple bands or device series.

The minimum modelled depth is one session. A missing, zero or negative modelled value is therefore treated as one session rather than producing an unusable result.

Read the session bands

The chart groups qualifying converting sessions into:

1 session — the visitor converted within the first attributed session.
2–3 sessions — the attributed journey contained two or three sessions.
4–6 sessions — the journey required four to six sessions.
7–10 sessions — the journey required seven to ten sessions.
11+ sessions — the journey contained at least eleven attributed sessions.

The value represents the modelled journey depth, not the number of conversion events or path steps.

Read the percentages

The vertical axis shows each chart segment as a percentage of all fully attributed converting sessions in the current filtered report.

The complete stack for a band shows the percentage of all qualifying converting sessions whose journeys required that number of sessions. It is not a percentage within the individual device.

For example, if the 2–3 sessions stack is 25%, then one quarter of all qualifying converting sessions in the report came from journeys containing two or three attributed sessions.

Hover over a column to see:

The session-count band.
Total qualifying converting sessions in that band.
The band's percentage of all qualifying sessions.
The count and overall percentage contributed by each completion device.

Interpret the chart

This may indicate:

Strong visitor intent.
Clear calls to action.
A short or low-friction conversion path.
Campaigns reaching people who are already ready to act.
Goals that naturally happen during a single visit.

It does not prove that every customer made the entire decision during that session. Earlier untracked research, offline activity or activity outside the attribution window is not included.

A concentration in two to three sessions

This often indicates a modest consideration journey. Visitors may return to compare options, consult another person, read supporting content or respond to a follow-up campaign before converting.

Use Marketing Journey Mix to see which channel sequences support these repeat visits.

Repeated visits can be normal for considered purchases, complex services, subscriptions or business decisions.

They can also indicate:

Unclear value propositions.
Missing information.
Weak follow-up between sessions.
Friction within the conversion path.
Visitors repeatedly returning to compare alternatives.

Use Conversion Path Flow and Funnel Design Validation to identify where people leave, return or move away from the intended route.

This indicates that part of the converting audience has a long or highly repetitive attributed journey.

Check whether this is expected for the product and customer lifecycle. Also review:

The attribution window.
Repeat traffic from staff or existing customers.
Whether the conversion path represents a genuinely repeatable transaction.
Whether important information is difficult to find.

Differences between devices

Device differences may reveal:

Mobile friction causing repeat visits before completion.
Research occurring on one device before a later conversion.
Different audience intent by device.
Campaigns sending different visitor types to the website.

The chart assigns a converting session to the device used for its first qualifying completion. It does not show every device used earlier in the journey.

Compare Sessions to Conversion with Days to Conversion

The two charts answer different questions:

Sessions to Conversion measures how many attributed visits were required.
Days to Conversion measures the complete elapsed days from first attributed touch to conversion.

A journey can take many days but only two sessions. It can also contain many sessions within a short period.

Review both charts together to understand whether a long journey is caused by elapsed time, repeated visits or both.

Export the chart

Use the chart menu to:

View the chart full screen.
Download it as PNG.
Download it as JPEG.
Download it as PDF.
Download it as SVG.

The downloaded chart reflects the filters active when it was generated.

Important limitations

Fully attributed sessions only

The chart includes only path completions with a complete attribution model and full identity status.

Its totals may be lower than reports that include cookieless conversions, isolated conversion events or partially attributed activity.

First qualifying completion

One converting session contributes to one band. If the session contains several qualifying completions, the first completion in the filtered scope is used.

Modelled journey depth

The chart uses the sessions_to_convert value produced by the attribution model. It does not recount raw session records in the browser when the chart loads.

Completion device

The device series represents the first qualifying completion device, not every device used across the journey.

Attribution window

Only sessions available to the attribution model are included. Activity outside the attribution window cannot increase the modelled session count.

Background processing

New completions may not appear immediately. Conversion and attribution background processing must finish before a session can qualify.

What to do next

Use this chart with other Conversion dashboard reports:

Days to Conversion Distribution — compare visit depth with elapsed time.
Marketing Journey Mix — understand the channel sequence across sessions.
Conversion Path Flow — identify the steps where visitors progress or leave.
Channel Performance — compare first-click and last-click channel outcomes.
Funnel Design Validation — compare actual visitor behaviour with the intended route.
Campaign Performance by First-Touch UTM — identify campaigns associated with short or long conversion journeys.

Troubleshooting

The chart is not displayed

Check that:

A website is selected.
Cookie tracking is enabled for that website.
The website is available in the current workspace.

The chart is deliberately hidden for cookieless websites.

The chart shows no data

Confirm that:

The selected period contains completed conversion paths.
The selected path has working conversion zones.
Conversion and attribution processing has completed.
Campaign, audience and device filters are not excluding the sessions.

Try a wider date range with all paths, all campaigns, all traffic and all devices.

The total is lower than another conversion report

This chart requires full attribution and counts converting sessions rather than every conversion event.

Other reports may include:

Cookieless conversions.
Partially attributed activity.
Multiple completions from one session.
Individual conversion-zone events.

The totals are therefore not expected to match every conversion report.

A session appears in an unexpected band

Check:

Whether earlier sessions fall inside the attribution window.
Whether Cookie tracking was active throughout the journey.
Whether the campaign, path or device filter changed which completion qualified first.
Whether the model had completed processing when the chart was viewed.

The device split looks unexpected

The device is taken from the first qualifying path completion. It is not necessarily the device used for the first touch or every earlier session.

Recent completions are missing

Wait for the conversion and attribution background processes to complete, then reload the dashboard.