How to Build an Accessibility Trends Report

Learn how to build an accessibility trends report that tracks WCAG conformance progress, issue patterns, and remediation velocity over time.

How to Build an Accessibility Trends Report

An accessibility trends report tracks how an organization's WCAG conformance posture changes over time. It pulls data from completed audits, remediation activity, and issue tracking records, then presents the patterns that matter: which issues recur, how quickly fixes move through validation, and where conformance is improving or slipping. Built correctly, the report gives leadership a clear read on accessibility progress without requiring them to interpret raw audit data.

The Accessibility Tracker Platform supports this kind of reporting by centralizing audit results, remediation status, and validation outcomes in one place. From there, trend data can be extracted, visualized, and shared with the team responsible for accessibility work.

Accessibility Trends Report Essentials
Element What It Captures
Time Period Quarter, half, or year of audit and remediation activity
Issue Volume Total issues identified, fixed, validated, and outstanding
Severity Mix Distribution across critical, serious, moderate, and minor
Recurring Patterns WCAG criteria that surface across multiple audits
Remediation Velocity Average time from issue identification to validated fix
Conformance Posture Movement toward or away from WCAG 2.1 AA or 2.2 AA

What Goes Into an Accessibility Trends Report?

A trends report is built on data, not opinion. Every metric inside the report should map back to a source: a completed audit, a remediation log, a validation outcome, or a scan record kept separately from audit data.

The core data inputs include audit reports with issues identified by a manual accessibility audit, including WCAG criterion, severity, and location. Remediation status covers whether items are open, in progress, fixed, validated, or deferred. Timestamps record when an issue was identified, when work began, when it was marked fixed, and when it was validated. Asset coverage tracks which web properties, apps, or software products were audited during the period.

Scan output is not mixed into audit data. Scans only flag approximately 25% of issues, and the two activities answer different questions. If scan data appears in the report, it lives in its own section and is labeled clearly.

Choose the Reporting Period

Trends only become visible across enough time. A single audit produces a snapshot. Two audits produce a comparison. Three or more, spread across a defined period, produce a trend.

Most teams build the report quarterly or semi-annually. Quarterly works well for active remediation programs with frequent audit cycles. Semi-annual or annual reporting fits organizations with longer audit intervals or larger asset portfolios.

Whatever cadence is chosen, keep it consistent. The value of the report comes from period-over-period comparison, not from a single point-in-time view.

Structure the Report Around Four Questions

A useful accessibility trends report answers four questions in order:

  1. Where did we start? Baseline data from the first audit or first reporting period.
  2. What happened during the period? Audits conducted, issues identified, fixes made, validations completed.
  3. What patterns appeared? Recurring WCAG criteria, severity shifts, slow-moving issue categories.
  4. Where are we now? Current conformance posture and outstanding work.

This structure keeps the report readable for leadership while still serving the accessibility team that needs the operational detail.

Identify Recurring Issue Patterns

The most useful part of a trends report is pattern recognition. When the same WCAG criterion appears across multiple audits, that points to a systemic issue: a design system component, a CMS template, a recurring developer practice, or a content workflow.

Common recurring criteria include 1.4.3 Contrast (Minimum), 2.4.4 Link Purpose (In Context), 4.1.2 Name, Role, Value, and 1.1.1 Non-text Content. When these surface again and again, the report should highlight them as candidates for upstream fixes, training, or design system updates rather than one-off remediation.

Measure Remediation Velocity

Issue counts alone do not tell the full story. Two organizations with the same number of open issues can be in very different places, depending on how quickly issues move from identified to validated.

Track average time-to-fix and time-to-validation by severity. Critical issues should move faster than minor ones. If the data shows the opposite, the report should flag it. Velocity numbers also help set realistic expectations for upcoming work and for ACR or VPAT timelines.

How Should the Report Be Presented?

Two audiences usually read the report: leadership and the accessibility team. Leadership wants the high-level read. The team wants the operational detail.

A clean format works for both. The executive summary covers two or three paragraphs on conformance posture and key shifts. The metrics dashboard presents issue counts, severity mix, velocity, and coverage in tables or simple charts. The pattern analysis section highlights recurring WCAG criteria and root cause observations. The forward look section covers audits planned, assets entering scope, and remediation priorities for the next period.

Inside Accessibility Tracker, much of this data is already structured and can be exported or shared directly. Teams building reports manually can use a spreadsheet, but the work scales poorly once more than a few assets are involved.

Tie the Report to Decisions

A trends report that does not drive a decision is documentation, not reporting. Each report should produce at least one operational outcome: a shift in remediation priority, a training request, a design system update, an expanded audit scope, or a budget conversation.

Accessibility work moves forward when data is tied to action. The trends report is the connective tissue between audit findings and the work that follows.

How often should an accessibility trends report be produced?

Quarterly for active programs, semi-annually or annually for slower cadences. The reporting period should match how often new audit data is available.

Can a trends report replace an audit report?

No. A trends report summarizes patterns across multiple audits. The audit report itself is the source document that identifies specific WCAG issues. The two serve different purposes and live alongside each other.

Should scan data be included in the trends report?

Scan data can appear in a separate section, clearly labeled, but it does not belong inside audit trend data. Scans and audits measure different things, and combining them produces misleading numbers.

Who inside the organization should review the report?

Accessibility leads, product owners, engineering leadership, and any team responsible for digital asset quality. Legal and procurement teams may also benefit from the conformance posture section.

An accessibility trends report turns scattered audit and remediation data into something a team can act on. Build it on accurate inputs, keep the cadence consistent, and let the patterns guide the next round of work.

Contact Accessibility Tracker to see how trend reporting works inside the platform.

Kris Rivenburgh

Founder of Accessible.org

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