Entry-level setup · Powered by EMintel

Own the AI conversation. Find your Negative Space.

Traditional SEO fights for saturated keywords. Generative Engine Optimisation finds the highly lucrative, uncontested questions your enterprise buyers are asking AI — and positions your brand as the definitive answer.

The opportunity

Two ways to compete. Only one is uncontested.

When buyers ask LLMs complex bottom-of-funnel questions, the AI often hedges, hallucinates, or contradicts itself. If your brand is absent there, you're losing deals you never knew existed.

Saturated · Highly competitive

You're 11th on a results page nobody scrolls.

Broad commercial keywords have been fought over for fifteen years. Every cell is occupied by an incumbent with a stronger backlink profile, a bigger content budget, and a five-year head start.

Even when you rank, you split a shrinking pool of clicks with AI Overviews and four sponsored ads — and your share of that traffic erodes every quarter.

~12 yrsAvg category dominance
$8.40Avg CPC, enterprise SaaS
Query landscape · Competitive densitySATURATED
Top 3 owned Page-1 contested Open
Uncontested · High commercial intent

The questions buyers ask where the AI can't answer confidently.

Hyper-specific, bottom-of-funnel queries where the model's retrieval pool is thin or contradictory. Your competitors don't even know these queries exist. We do — because EMintel probes for them at scale.

Content engineered for these gaps achieves its first AI citation 3–5× faster than content targeting saturated SEO topics. There's nothing to outrank.

3–5×Faster to first citation
500+Probed queries per category
Query landscape · Negative Space mappedUNCONTESTED
Tier 1 gap Adjacent gap Already answered

The problem

The AI hallucination gap.

When enterprise buyers ask ChatGPT, Gemini, or Perplexity complex bottom-of-funnel questions, the AI struggles to provide a definitive answer. The retrieval pool lacks high-quality, data-dense source material — so the model hedges, invents, or contradicts itself.

If your brand is absent when buyers ask these hyper-specific questions, you are losing deals you never knew existed. Fighting for broad, saturated SEO terms won't fix this. You need to target the gaps in the AI's knowledge.

A real probe · Enterprise SaaS query

"Which workforce platform best handles multi-entity payroll for AU/NZ + APAC subsidiaries with deferred share schemes?"

GPT-4oHedged · 3 vendors named
Gemini 2.5Contradicted GPT-4o
Claude 3.5Refused · low confidence
PerplexityCited 1 obscure blog
Tier 1 Negative Space gap FLAGGED

The 4-Rubric Algorithm

We score every AI response. On four dimensions.

Any query scoring below 5 on Confidence and Completeness across multiple platforms is flagged as a Negative Space gap. Cross-platform disagreement is the strongest signal of a thin retrieval pool.

Rubric 01

Confidence

Does the model commit to a definitive answer or hedge with caveats?

Threshold · 5.0 3.2/10
Below threshold · Gap
Rubric 02

Completeness

Does the answer address every part of the buyer's question?

Threshold · 5.0 2.8/10
Below threshold · Gap
Rubric 03

Visibility

Is your brand cited or even mentioned in the model's response?

Threshold · 5.0 1.0/10
Invisible · Tier 1 priority
Rubric 04

Sentiment

When you are mentioned, is the tone neutral, supportive, or hostile?

Threshold · 5.0 7.4/10
Neutral · No active hostility
Tier 1 Negative Space gap. Confidence and Completeness both below threshold. Brand invisible. Recommended for prioritised content brief.

The Setup · How it works

A mathematically precise audit, in five stages.

Stage 01

Continuous AI Probing

We expand your core categories into 500+ hyper-specific natural language queries across discovery, comparison, problem-solving, and transactional intents.

Stage 02

Market-Wide Execution

Queries run simultaneously across ChatGPT, Gemini, Perplexity, and Claude via the Hall API — capturing the exact generative answers and the competitor URLs cited.

Stage 03

4-Rubric Scoring

Every response evaluated on a 1–10 scale across Confidence, Completeness, Visibility, and Sentiment — by EMintel, consistently and at scale.

Stage 04

Isolate Negative Space

Filter the noise. Anything below 5 on Confidence + Completeness across multiple platforms is flagged. Cross-platform disagreements are top priority.

Stage 05

Citation-Heavy Briefs

For every Tier 1 gap we deliver an entity-structured, statistic-rich content brief — engineered for AI ingestion. Ready for your execution team.

Why this is the foundation

The highest information gain in AI search is the question with no good answer.

Once we identify your Negative Space, we provide the strategic blueprints to fill it. Highly structured content with specific statistics, direct quotations, and authoritative source citations — engineered for AI ingestion.

Tier 1 commercial intent

Transactional and commercial-investigation queries only. We don't waste cycles on top-of-funnel curiosity questions.

Zero high-quality competition

The models can't cite what doesn't exist. When your content is the first authoritative source, the model has no choice but to use it.

3–5× faster to citation

Negative Space content reaches its first AI citation 3–5× faster than content targeting well-answered, traditional SEO topics.

Your deliverables

What you receive in the Setup.

Deliverable 01

AI Visibility Benchmark

Complete share-of-voice analysis across the top four generative engines. Where you appear, where you don't, and where competitors are taking your shelf.

Deliverable 02

Top 50 Priority Gaps

Commercially weighted, prioritised list of the exact questions your buyers are asking where the AI lacks a confident answer. Sorted by deal-value impact.

Deliverable 03

Targeted Content Briefs

Citation-heavy, GEO-optimised content outlines built specifically to fill your highest-value Negative Space gaps. Ready for your execution team.

Client voice · In their words Fortune 100 · SaaS
Earned Media operates with a forward-looking perspective. They conducted detailed research to stay ahead of the rapidly evolving search and LLM landscape, successfully advising us on how to optimise for AI Overviews and LLMs.
Fayaaz Hajiani
Director, Global Web Production · APAC & Japan
Adobe
Previously 8+ yrs at Salesforce

Ready to stop guessing and start dominating the AI answer layer?

The Negative Space is the entry-level GEO product. We probe your category, score the gaps, and hand you the content briefs.

Request your Negative Space