Skip to main content
HaloX Features page thumbnail summarizing Prompt Analysis: Prompt Analysis: interpret AI answer patterns and citations as five cards

​
What is this feature?

Prompt Analysis is the workspace for measuring branded, non-branded, competitor, and buying-review prompts to find answer gaps. It is a decision point in the HaloX diagnose → measure → prioritize → execute → report loop. Teams use it to read the current signal, split the cause, and decide the next content, source, technical, or reporting action.

​
HaloX app location

Prompt analysis belongs in the Pro-mode analysis area. Separate prompt status from prompt analysis, find weak question groups, then move them into Strategy Map or Content Factory.
HaloX Pro mode Prompt Analysis app screen showing engine and date filters, analysis tabs, KPI cards, and trend cards together
Prompt Analysis uses engine/date filters, analysis tabs, KPI cards, and trend cards in one screen to separate prompt-level causes from citation structure. The tab and filter area fixes the analysis scope first. Match the engine, question set, and date range before comparing answer patterns so the meeting explanation stays grounded. Then read KPI cards and trend cards together. Mention coverage, source coverage, citation coverage, and share of voice are not standalone scores; they narrow down which question group is missing evidence. The Prompts tab breaks the signal down by question, while the Citation Sources tab separates the evidence used inside AI answers. If a brand is mentioned but owned sources are missing, fix source candidates and evidence pages before only rewriting content copy.

​
Inputs and outputs

​
What should you look at first?

1

1. Summarize the state in one sentence

Replace “the score is low” with a cause-based sentence such as “official citations are weak for non-branded comparison prompts.”
2

2. Split the cause into four work types

Move technical blockers to Site Audit. Send question gaps to Prompt Analysis, source gaps to Citation Tracking, and content gaps to Content Factory.
3

3. Choose one next action

Turn the signal into one next action: a cluster update, page edit, FAQ, source task or weekly report note.

​
Main cards, tabs, or metrics

​
Practical use cases

​
How to explain it in meetings

“This feature shows how far the brand travels inside AI search answers and what content, source, or technical action should happen next.” Avoid customer names, real URLs, and internal KPIs in public documentation.

​
FAQ

​
Does this feature complete the decision by itself?

No. HaloX features are connected. A signal in Prompt Analysis should move into Site Audit, Strategy Map, Content Factory, Citation Tracking, or weekly reporting.

​
Do scores map directly to business results?

Most GEO metrics are leading indicators. Mentions and citations usually move first; traffic, branded search and conversion prompts are checked later.

Quickstart

Start the first 30-minute workflow.

Reading scores

Translate metrics into meeting language.

GEO glossary

Understand GEO, AVI, citation rate, and source visibility.

Reports

Turn movement into reporting language.

​
Analysis tab structure

​
How shared filters affect metrics

​
Reading Prompts, Sources, and Matrix together

​
If you need the service metric definitions

Terms such as rank, search volume, trend, AI, PAA, Citation Rate, Share of Voice, and gap type are explained in the screen metrics glossary. Use it when a KPI on this page needs a plain-language definition and a link back to the screen where it appears.