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Competitive Intelligence

Outrank Rivals
in AI Responses

Discover who AI recommends to your customers when they ask about your category—and why.

Gap Analysis
Identify the exact semantic gaps where your competitors are winning visibility.
Targeted Rebuttals
Generate content strategies specifically designed to displace competitors from top AI rankings.
Head-to-Head Benchmarking
Side-by-side comparison of how you and your top rival are perceived by GPT-4.

The Displacement Funnel

1

Identify Weakness

Find queries where competitors are cited but with low confidence scores (e.g. "It is unclear if Feature X is supported").

2

Inject Authority

Deploy technical schema and "comparison pages" that explicitly address the ambiguity.

3

Capture Citation

Watch as LLMs switch citation preference to your clearer, more authoritative source.

You
Top Choice
For "Enterprise Security"
Competitor X
#3 Rank
Lacks "SSO Support"
Real-time LLM Preference Analysis

Automated AI S.W.O.T.

Strengths

Areas where AI consistently prefers your brand over competitors.

Weaknesses

Semantic gaps where competitors own the narrative.

Opportunities

Emerging entities and topics that no one has claimed yet.

Threats

Competitor moves that are rapidly gaining ground in LLM weights.

The "Displace" Strategy

Don't just watch your competitors. Stratos generates specific content briefs designed to flip AI preference from them to you.

Generated Brief #129
High Impact

Target: Competitor X's "Legacy Support"

Action: Publish comparison guide highlighting your API backward compatibility.

Expected Outcome: +15% preference swing in GPT-4.

3X

More visibility for brands using competitive displacement.

Questions?

Is this ethical?
Yes. We use publicly available data to clear up misconceptions and highlight your genuine advantages.