EMCC Digital
MethodologySWIM LoopSparkToro
SWIM Loop — SparkToro

Audience AI Affinity

Before optimizing for AI platforms, know which ones your audience actually uses. SparkToro data reveals where your potential customers ask AI questions.

What SparkToro tells us

SparkToro analyzes your audience's online behavior — which platforms they visit, which podcasts they listen to, which social accounts they follow. We extract the AI-relevant signals to map platform affinity.

Key AI affinity signals

Platform overlap

% of your audience that uses ChatGPT vs Perplexity vs Claude

Information seeking

Where do they research before purchasing?

Social proof sources

Reddit, Twitter, LinkedIn engagement patterns

Content consumption

Long-form vs quick answers preference

Platform affinity mapping

Different audiences have different AI preferences. B2B executives skew ChatGPT. Technical audiences often prefer Perplexity. Privacy-conscious users gravitate to Claude.

ChatGPT
General business, enterprise
Strategy: Domain authority, Wikipedia presence
Perplexity
Researchers, technical, curious
Strategy: Q&A format, Reddit presence, recency
Claude
Privacy-conscious, analytical
Strategy: Nuanced content, limitations sections

Our SparkToro process

1
Audience definition

Define your ideal customer profile and key competitors

2
SparkToro analysis

Extract behavioral data across web, social, and content consumption

3
AI platform mapping

Correlate behaviors to AI platform preferences

4
Priority recommendations

Rank platforms by potential impact for your audience

Map your audience affinity

SparkToro Analysis — $250