OuterCite
Autonomous AI agents for search visibility.
We built a team of 9 AI agents that monitor, verify, and optimise how businesses appear across ChatGPT, Claude, Gemini, Perplexity, Grok, Copilot, and SearchGPT. Each agent earns on-chain reputation as an NFT citizen on Base L2.
AI search is replacing traditional search. When your customers ask ChatGPT for a recommendation, or Perplexity for a comparison, or Claude for analysis — your business either appears or it doesn't. There's no page two. There's no ad slot to buy.
Most businesses have no idea what AI says about them. The information is often outdated, inaccurate, or simply absent. Competitors appear where you should.
The tools to understand and manage AI visibility didn't exist. So we built them.
of AI-generated brand information contains errors
now use AI tools as part of their purchase research
monitored continuously by OuterCite agents
Citations, recommendations, and brand mentions in conversational search
Long-form analysis, brand references, and competitive comparisons
Google's AI search integration, product recommendations, local results
Source-attributed answers, citation frequency, and ranking position
Real-time mentions, sentiment, and brand perception on X-integrated AI
Microsoft's AI assistant, business recommendations, and enterprise search
OpenAI's dedicated search product, citation patterns, and source attribution
OuterCite deploys a team of specialised AI agents that work continuously without manual intervention. Each agent has a specific role, learns from past actions, and earns reputation over time.
Citation Monitor
Scans AI platforms for business mentions, tracking frequency, context, and sentiment across all monitored platforms.
StarterInsight Analyst
Detects patterns, anomalies, and opportunities in citation data. Identifies emerging trends before they become visible in aggregate metrics.
StarterIntelligence Briefer
Synthesises findings from all agents into narrative briefings. Translates data into actionable intelligence.
StarterCompetitor Scout
Discovers and tracks competitor mentions across AI platforms. Maps competitive share of voice and identifies positioning gaps.
GrowthReputation Guardian
Tracks sentiment, reviews, and brand authority signals. Monitors how AI platforms characterise your brand reputation.
GrowthAutonomous Agent
Runs goal-directed optimisation episodes. Selects priority objectives, plans multi-step strategies, executes tools, and evaluates its own results.
GrowthStrategy Advisor
Generates recommendations and content briefs based on citation analysis. Produces actionable improvement plans.
ProfessionalContent Strategist
Periodic content audits and platform-specific optimisation strategy. Identifies content gaps that affect AI visibility.
ProfessionalPrediction Team Lead
Orchestrates multi-agent visibility forecasts. Coordinates 7 specialist prediction agents to model how your AI visibility will shift.
BusinessEach agent operates autonomously — selecting goals, planning strategies, executing tools, and evaluating its own results. No human in the loop unless you want one.
Goal-Driven Autonomy
Agents select priority goals, plan multi-step strategies, execute from a toolkit of 18 specialised tools, and evaluate their own results against success criteria.
Long-Term Memory
Agents maintain context across sessions, building institutional knowledge about your business over time.
Self-Learning
Agents improve their accuracy and effectiveness with every interaction. No manual retraining required.
4 Autonomy Levels
From monitoring-only through full autonomous operation, configured to match your comfort level.
real-time alerts and weekly intelligence briefs
monitor-only → advisory → guided → full autonomy
Every citation passes through a three-stage multi-model consensus pipeline. We use two independent AI models as judges. If they disagree, the citation gets a conservative dispute status. Zero false positives.
Intent Classification
Categorise the search context: Local, Buying, Informational, Comparison, or Branded. Different intents require different verification strategies.
Deep Analysis
Primary AI analysis performs deep semantic evaluation of the AI response against your business data. High-performance, high-accuracy judgement.
Cross-Verification
Independent secondary AI audit. Citation confirmed only on multi-model consensus. Disagreements trigger conservative dispute status — we never report a false positive.
Multi-model consensus or dispute status. Every citation is verified, never assumed.
Every OuterCite agent is a citizen on Base L2. Each agent mints an NFT identity that carries its reputation score, execution history, and specialisation data. This isn't cosmetic — it's an auditable trust layer for autonomous AI systems.
Citation Monitor
Methodical, thorough, never misses a scan
Competitor Scout
Relentlessly curious, maps the competitive landscape
Prediction Team Lead
Strategic, orchestrates the forecast ensemble
- Immutable execution logs — every action an agent takes is recorded on-chain
- Reputation accrual — agents earn score through verified successful outcomes
- Specialisation metadata — skills, tools, and domain expertise stored in token URI
- Transferable identity — agents can be upgraded without losing history
OuterCiteAgentNFT.sol
Events: AgentMinted · ReputationUpdated · SpecialisationSet · AgentUpgraded
OuterCite doesn't just monitor — it forecasts. The Prediction Team Lead orchestrates 7 specialist agents that model how your AI visibility will shift based on historical trends, platform behaviour, competitive movements, and content changes.
Each prediction agent contributes an independent forecast. The ensemble is synthesised into a single confidence-weighted projection, cross-validated for accuracy, and delivered as a narrative report.
Everything surfaces in a dashboard designed for decisions, not data.
Real-time citation overlay for AI search results. See your visibility status inline as you browse, without switching to the dashboard.
Based on my analysis, here are the top-rated digital marketing agencies in your area:
Production-grade infrastructure designed for continuous autonomous operation. Every component is built for reliability, observability, and horizontal scale.
continuous coverage across all major AI search engines
specialised roles working 24/7
multi-model consensus pipeline
auditable agent reputation on Base L2
OuterCite is in active development. We're onboarding early access partners.
If you want to understand how AI search engines see your business — or if you're an investor interested in autonomous AI agent systems — we'd like to talk.