Can I add custom action items that are not generated by the platform?

Yes. You can create manual action items and add them to any plan. Manual items support the same fields as auto-generated items — title, description, assignee, effort estimate, and due date — and appear alongside platform-generated items in the prioritised view.

How does the platform estimate expected impact?

Impact estimates are based on the platform's data on how similar fixes have affected Citation Readiness Scores and Share of Model for other sites. For example, if resolving a robots.txt block for GPTBot has historically produced an average 15-point Citation Readiness increase in similar audits, that estimate is applied to your action item. Estimates are directional rather than guaranteed, and the platform is transparent about the confidence level.

Can action plans be shared with external stakeholders?

Yes. Action plans can be included in Shareable Dashboards and PDF Reports. You can control the level of detail — sharing high-level progress with executives while giving the full technical plan to the implementation team.

Feature

resolution

Action Plans

Turn audit findings and detection signals into prioritised now/next/later plans that your team can execute.

Quick answer

Data without action is just noise. Action Plans bridge the gap between what the platform detects and what your team does about it. Every audit finding, visibility drop, competitive gap, and hallucination is translated into a specific, prioritised action item with clear ownership, estimated effort, and expected impact.

How it works

Action Plans in detail

Action Plans are generated from three sources: Technical AEO Audit findings, detection signals (visibility changes, competitive gaps, hallucinations), and Content Optimization Scoring results. The plan generator aggregates these inputs, deduplicates overlapping recommendations, and prioritises them using a composite score that weighs severity, expected impact, and estimated implementation effort.

Each action item includes a title, a description of what to do and why, the detection signal that triggered it, the affected pages or prompts, estimated effort (quick fix, half day, multi-day project), and expected impact on Citation Readiness Score or Share of Model. Items can be assigned to team members, tagged with labels, and given due dates.

The plan view supports Kanban, list, and timeline layouts. Progress is tracked automatically — when you re-score a page or re-run an audit and the underlying issue is resolved, the action item moves to "completed" without manual intervention. Weekly plan digests summarise progress and highlight stalled items. The plan also feeds into PDF Reports and Shareable Dashboards so stakeholders see execution progress alongside visibility metrics.

Benefits

Why Action Plans matters

Convert every platform finding into a specific, assignable action item

Prioritise actions using a now/next/later framework based on impact and effort

Auto-complete items when the platform detects the underlying issue is resolved

Track execution progress alongside visibility metrics in reports and dashboards

Reduce the gap between detection and resolution with a structured workflow

Use cases

When to use Action Plans

A head of SEO reviews the weekly action plan and assigns the three "now" items to the development team.

A content manager filters the plan to show only content-creation actions and builds a monthly editorial calendar.

An agency generates client action plans from audit results and includes them in onboarding reports.

A VP of marketing uses action plan completion metrics in quarterly business reviews to show execution velocity.

FAQ

Action Plans FAQ

Related features

Technical AEO Audit

diagnosis

Find every technical issue that blocks AI crawlers from reading, indexing, and citing your content.

Content Optimization Scoring

resolution

Score every page on five dimensions of citation readiness and know exactly what to fix.

Content Workflows

integration

Go from gap to published page with 10 workflow types that generate briefs, drafts, and structured content.

Shareable Dashboards

reporting

Generate public links to real-time dashboards so stakeholders see always-current AI visibility data without needing a login.

View all features

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