Prioritize real omissions
Focus on measured prompts where the brand is missing instead of starting from a generic content checklist.
Diagnose missing recommendations
Exclusion Analysis
An exclusion is a captured answer in which the tracked brand is absent while competitors, editorial sources, or other alternatives receive visibility. A2Z Reach organizes that evidence by asset, topic, prompt, engine, competitor, and diagnosed gap type.
Find tracked answers where competitors or other alternatives appear while your brand is absent, then inspect the evidence behind the gap.
What this helps your team do
See who appeared instead
Inspect the competitors, publications, cited pages, and alternatives that received visibility in the captured answer.
Connect evidence to action
Use the observed gap to inform citation targets, content briefs, comparison coverage, schema recommendations, or SEO fixes.
How it works
STEP 01
Detect an exclusion
Compare the tracked brand and configured competitors against each captured answer.
STEP 02
Classify the gap
Group the omission using the available competitor, editorial, citation, content, or technical evidence.
STEP 03
Review the supporting answer
Inspect response text, citations, engine, prompt, and capture time before deciding what work is justified.
Evidence available
- Prompt and engine where the omission occurred
- Competitors or alternatives present in the answer
- Cited domains and pages
- Diagnosed gap type and affected asset
- Captured response text and timestamp
Interpretation limits
- An exclusion applies to a specific captured answer, not every possible answer to the question.
- A missing citation or field means it was not observed in that capture; it does not prove universal absence.
- Recommendations require team review before execution or publication.
Product sources
Frequently asked questions
Is every missing brand mention an exclusion?
Exclusion analysis focuses on captured answers where the tracked brand is absent while competitors, editorial sources, or other alternatives receive visibility.
Does A2Z Reach automatically publish an exclusion fix?
No. A2Z Reach can prepare evidence and review-ready work, but the customer controls review, editing, execution, and publication.