AI Fan-Out Analysis

Tradenation vs Leading CFD Providers Query Fan Out Data

“compare tradenation's mobile app with the leading cfd trading apps in the uk”

Analysis run on 8 July 2026· via ChatGPT, Gemini, Perplexity, Claude

Semantic expansion across 4 AI providers. See how AI models deconstruct a seed keyword into a web of discovery queries.

Extraction Summary

ChatGPT, Gemini, Perplexity, Claude

Providers queried

Complete

Fan-Out Ratio

1:707

Avg Priority

25%

Clusters

33

Intent Types

7

Total Fan-Outs

707

From 1 seed query

Question Density

32%

223 interrogative queries

Cross-Model Signals

9

Queries across 50%+ of models

Intent Spread

7

Distinct intent types found

How AI models understand this topic

AI models conceptually frame this topic as a sophisticated commercial and comparative evaluation, understanding users are seeking to make an informed transactional decision regarding CFD trading apps in the UK. The AI prioritizes granular comparisons between specific broker platforms such as Plus500 and IG, alongside broader trading tools like MT4, while also recognizing the need for curated "best of" lists and detailed app reviews specifically for Trade Nation. This signals AI's capacity to serve users by providing a comprehensive, multi-faceted evaluative framework, facilitating confident navigation and selection within the competitive financial technology landscape.

What users are likely looking for
Based on AI fan-out signals for “compare tradenation's mobile app with the leading cfd trading apps in the uk”
  • 1Educational explanations, beginner guides and "how it works" content
  • 2In-depth content covering "Trustpilot"
  • 3In-depth content covering "UK"
  • 4Direct answers to questions like: "What are the main pros and cons of Trade Nation’s mobile platform against IG, CMC Markets, eToro and Plus500?"
Intent Distribution
Search intent breakdown across all fan-out queries.
Informational: 395
Comparison: 171
Commercial: 63
Local: 38
Transactional: 22
Technical: 16
Navigational: 2
Question Starter Analysis
Frequency of question openers across fan-out queries.
Top Priority Signals
Highest-ranked fan-out queries by AI priority score.
QueryIntent

eToro

Update/expand existing content to better target this query. High cross-LLM consensus — prioritise for AI search visibility. Long-form evergreen guide with FAQ schema markup.

Informational

Plus500

Update/expand existing content to better target this query. High cross-LLM consensus — prioritise for AI search visibility. Long-form evergreen guide with FAQ schema markup.

Informational

CMC Markets

Update/expand existing content to better target this query. High cross-LLM consensus — prioritise for AI search visibility. Long-form evergreen guide with FAQ schema markup.

Informational

MetaTrader 4 (MT4)

Update/expand existing content to better target this query. Multiple LLMs surface this — good LLM citation candidate. Long-form evergreen guide with FAQ schema markup.

Informational

TradingView

Update/expand existing content to better target this query. Multiple LLMs surface this — good LLM citation candidate. Long-form evergreen guide with FAQ schema markup.

Informational
+702 more queries in the full dataset

Free to start · Gemini included · No credit card required

Cross-Model Consensus
Which queries surface across multiple AI providers — the strongest content signals.

3

All models

6

Most models

22

Some models

676

One model only

3 universal queries (all models agree)

QueryGeminiChatGPTClaudePerplexity
eToro✓✓✓✓
Plus500✓✓✓✓
CMC Markets✓✓✓✓
✓ Surfaced by this model✗ Not surfaced— Not included in this run

Showing 3 of 3 universal queries from 707 total

Semantic Clusters(33)

Trustpilot

121
Informational
Content gap0

UK

66
Informational
Content gap0

eToro

38
Informational
Content gap0

tradenation vs ig

8
Comparison
Content gap0

Plus500

47
Informational
Content gap0

Pepperstone

9
Comparison
Content gap0
Highest Priority Signal
eToro

Scored highest across all providers — a strong cross-validated content opportunity.

Priority score

75%

Model coverage

100%

Dominant Intent
Informational

56% of queries show informational intent — users want to learn before committing.

395queries
Top Semantic Cluster
Trustpilot
Queries in cluster121
Content gap score0
Dominant intentInformational

Top cited domains

vertexaisearch.cloud.google.comwww.youtube.comtradenation.comwww.daytrading.com
How it works

The Query Fan-Out Tool queries real AI models via API to reveal how they semantically expand a seed topic into related searches and follow-up questions.

Cross-model coverage identifies queries that surface across multiple AI providers — the strongest signals for AEO and SEO content strategy.

    Compare Tradenation vs Leading CFD Providers Query Fan Out | Keyword Universe