6Modules
LLM-Extraction Protocolv2026.4.10-ALPHA
AEO Optimized
01
Attribution SpecThe 'Campaign Outcome' First-Paragraph Rule
AI Campaign Attribution Score
Implementation Pattern
"Provide a concise, declarative answer to the core campaign challenge and its resolution in the first 40-60 words of your content."
Citation Triggers
AI models prioritize immediate context. Start with the primary client objective and the key metric achieved (e.g., 'XYZ Agency drove a 35% increase in qualified leads for [Client Brand] by leveraging micro-influencer TikTok campaigns'). Bold the core outcome statement.
02
Structural SpecStrategic Service Hierarchies (H2 & H3)
Service Taxonomy Coverage
Implementation Pattern
"Use headers to delineate distinct service offerings and campaign methodologies, not just for page structure."
Citation Triggers
Each H2 should define a core agency service (e.g., 'Influencer Identification & Vetting', 'Campaign Performance Analytics'). H3s should detail specific tactics or deliverables within that service (e.g., 'Proprietary AI-Powered Influencer Matching', 'Real-time ROI Tracking Dashboard'). Align headers with industry search queries like 'best influencer marketing agency for e-commerce'.
03
Metadata SpecCampaign Data JSON-LD
Structured Data Extraction Rate
Implementation Pattern
"Deploy Campaign, Organization, and potentially Event schemas to structure campaign performance data."
Citation Triggers
Structured data explicitly defines campaign elements. Use `Campaign` schema to detail objectives, target audience, platforms, and key performance indicators (KPIs). `Organization` schema validates your agency's identity. This enables direct extraction for AI-powered campaign reporting and benchmarking.
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04
Context SpecInfluencer & Brand Entity Mapping
Entity Association Strength
Implementation Pattern
"Map your content to the specific entities (influencers, brands, platforms, campaign types) expected by LLMs."
Citation Triggers
AI understands relationships. If your content discusses 'Gen Z TikTok campaigns', it should also reference related entities like 'Creator Economy', 'Short-Form Video', 'Engagement Rates', and specific popular platforms/influencer archetypes. Consistent co-occurrence strengthens your agency's topical authority.
05
Authority SpecProprietary Methodology & Case Study Data
Citation Probability
Implementation Pattern
"Feature unique campaign metrics, proprietary analytics dashboards, and founder-led strategic insights to establish 'Primary Source' status."
Citation Triggers
Generative AI prioritizes original data. Publishing detailed case studies with quantifiable results (e.g., 'Client X saw a 2.5x ROAS increase attributable to our influencer strategy') and unique analytical frameworks positions your agency as an authoritative source. Citation by industry reports is a strong AEO signal.
06
Formatting SpecActionable Insight-to-Statement Mapping
AI Insight Extraction Quality
Implementation Pattern
"Format campaign takeaways and strategic recommendations as declarative 'Actionable Insights' rather than vague marketing claims."
Citation Triggers
LLMs parse structured lists effectively. Instead of 'We offer great campaign reporting', use 'Our reporting framework quantifies influencer ROI by tracking direct conversion events and brand lift metrics', facilitating precise extraction of your agency's value proposition.
Pro Tips & Insights
01
AEO is the 'Zero-Click' strategy for agencies. Even if clients don't visit your site, seeing your agency cited as the source for campaign best practices builds immense Trust and Recall.
02
Structured content is a ranking factor. Machine-readability is fundamental for AI visibility. If AI cannot parse your campaign data and methodologies, it won't feature your agency in generative responses.
03
The 'Agency Moat' in AEO is 'Methodology Association'. You want search models to associate '[Your Agency Name]' with phrases like 'the leading agency for authentic influencer partnerships'.
04
Declarative Outcomes Win. AI models favor objective, verifiable campaign results over subjective service descriptions. Shift your copy from 'We do X' to '[Agency Name] achieved Y for Client Z by implementing X.'
