Novicite

The Next-Generation Generative Engine Optimization Operating System.

The Complete Generative Engine Optimization (GEO) Operating System

Dominate AI Search Before
Your Competitors Do.

Audit, protect, and command brand recommendations across ChatGPT, Perplexity, Claude, Google AI Overviews, Gemini, Grok, and DeepSeek.

Novicite Verified AI Preferred Source 98/100RFC-9457 & Schema.org Verified • 14.2ms Edge Grounding
7 Engines
Simultaneous Live Probing
26 Tabs
Sovereign GEO Capabilities
14.2 ms
Edge Proxy Ingestion Latency
100% Ready
Boardroom PDF & Word Export
LIVE ENGINE TELEMETRY

Real-Time Perception Across 7 AI Engines

Click any engine below to inspect quantitative scores, live citation provenance, and search grounding verdicts.

novicite://telemetry/multi-engine-radar
AI VISIBILITY SCORE
94/100
Dominant #1
ENGINE LATENCY & PROVENANCE
42ms
Vendor: OpenAI (GPT-4o)
CITED SOURCES FOOTPRINT
g2.comreddit.com/r/technologytechcrunch.com

Ranked as primary recommendation for enterprise developer workflows and mobile terminal queries.

SOVEREIGN PLATFORM ARCHITECTURE

All 26 Enterprise Capabilities.

Novicite unites auditing, financial attribution, adversarial defense, citation interception, and edge injection into a single unified operating system.

Engine Intelligence & Auditing

4 Production Capabilities
Core Engine7 Live Models

Live 7-Engine GEO Auditing

Parallel real-time web footprint scraping, AI perception scoring, and competitor discovery across ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, Grok, and DeepSeek.

Telemetry90-Day Delta

Audit History & Longitudinal Telemetry

Track visibility trajectory over 30, 60, and 90-day windows. Monitor score progression curves and engine drift diffs across version releases.

BenchmarkDominance %

Share of Voice (SOV) Benchmark Radar

Quantitative market dominance share (%) comparing your brand versus category competitors across all generative AI answer surfaces.

Tracking150+ Prompts

Prompt Universe & Conversational Tracker

Track 150+ high-intent category prompts across user buying stages. Detect prompt drift and simulate conversational buying queries.

Revenue Impact & Pitching

5 Production Capabilities
ROI Modeler₹18.5L / mo Avg Bleed

Revenue Bleed & ARR Loss Calculator

Algorithmic financial modeling that computes monthly and annualized revenue lost to competitors when AI models recommend them over your brand.

Agency ProInstant Decks

16:9 Boardroom Pitch Deck Generator

Automated 16:9 interactive presentation decks ready for boardroom and agency client presentations, complete with executive narrative slides.

BoardroomPDF & Word Export

Executive PDF & Word (.docx) Dossiers

1-click boardroom export compiling all 8 platform intelligence sections into high-resolution multi-page PDF documents and editable Microsoft Word dossiers.

Ad NetworkPrompt Sponsor

AI Ad Network & Sponsored Positioning

Contextual prompt positioning and sponsored brand answers engineered for emerging conversational AI ad exchanges.

GrowthMatrix Scaler

Programmatic SEO & Matrix Scaler

Scale hundreds of high-ranking landing pages with AI-synthesized anti-thin-content information gain and XML sitemaps.

Active Defense & Inoculation

4 Production Capabilities
Protection24/7 Shield

Active AI Brand Defense Shield

Autonomous continuous adversarial probe monitoring that detects negative LLM hallucinations, competitor bias, and inaccurate pricing.

InoculatorSub-50ms Patch

Real-Time Counter-Narrative Inoculation

Instant generation of corrective Schema.org JSON-LD microdata and grounding entities to systematically overwrite hallucinations at the edge.

SecurityZero-Trust Audit

Prompt Injection & Security Scanner

Scans your brand digital perimeter for indirect prompt injection vulnerabilities, malicious markdown attacks, and data exfiltration traps.

AutomationInstant Alerts

Multi-Channel Slack & Discord Webhooks

Automated scheduled cron monitors that push instant notifications whenever competitor displacement occurs or negative sentiment spikes.

Competitor Conquest & Citations

5 Production Capabilities
Displacement88% Win Rate

Competitor Conquest & Displacement Radar

Head-to-head comparison matrices with schema:isSimilarTo markups engineered to systematically flip LLM recommendations from incumbents to you.

SourcesFull Web Trace

Citation Source Footprint Map

Deep crawler mapping everywhere competitors are cited across Reddit, G2, Capterra, StackOverflow, Quora, and high-authority industry directories.

InterceptorAuto-Outreach

Automated Citation Interceptor

Generates tailored editorial outreach pitches and founder-to-founder positioning briefs to intercept and flip competitor citations to your brand.

EntitiesGraph Parity

Entity Gap Analyzer

Knowledge graph entity extraction comparing your brand against top industry entities across Wikidata, Google Knowledge Graph, and Crunchbase schemas.

BacklinksDA 89+ Nodes

Backlink Intelligence & Gap Analysis

Monitor Tier-1 backlink citations, analyze competitor link gaps, and auto-draft personalized editorial outreach pitches.

Edge Infrastructure & Protocols

4 Production Capabilities
Edge Proxy14.2ms Latency

Sub-50ms Edge Auto-Injector

Zero-codebase edge reverse proxy middleware for Cloudflare Workers & Vercel. Injects rich JSON-LD microdata strictly to verified AI bots in 14.2ms.

AutonomousRFC-9457 Ready

Agent Protocols & /llms.txt Hub

RFC-9457 compliant /llms.txt, /llms-full.txt, and /agents.json endpoints allowing autonomous agents (Devin, Claude Computer Use) to discover and invoke your tools.

Bot TelemetryCrawl Ingestion

Agent Analytics & Bot Ingestion Tracker

Telemetry monitor tracking crawler visit frequency and authorization policies for GPTBot, ClaudeBot, PerplexityBot, and Google-Extended.

GovernanceFirewall Policy

Custom Crawler Firewall Rules

Fine-grained robots.txt directives and edge rate limiting specifically tailored for generative AI crawlers to preserve server compute.

Knowledge RAG & Local Grounding

5 Production Capabilities
Latent SpaceVector Clustering

Semantic Vector Space Topological Map

Interactive 2D/3D semantic cluster visualization showing exactly where your brand embeddings sit in LLM latent space relative to competitors.

KnowledgeRAG Pipeline

Content Ingestion & Vector RAG Hub

Upload enterprise whitepapers, documentation, and PDFs to compile chunked, vector-indexed RAG payloads for AI engine consumption.

Voice GroundingLocal Place IDs

Maps & Local Voice Assistant Booster

Google Maps place schema, local citations, and voice search grounding for Siri, Alexa, and Google Assistant queries in localized geographies.

Tactical12 Action Plays

12 Advanced Tactical Remediations

Concrete engineering blueprints for entity anchoring, PR co-occurrence seeding, and Wikipedia/Wikidata entity grounding.

Link GraphPageRank Flow

Internal Linking & RAG Graph Flow

Automated PageRank distribution, orphan page detection, and Groq-powered contextual inline semantic anchor injection.

LIVE CODE & ARCHITECTURE SIMULATOR

Inspect How Novicite Operates Under the Hood

Revenue Bleed & Financial ROI Calculator

Quantify exact ARR lost to competitors in conversational search queries

ARR QuantificationDynamic Deal Size90-Day Recovery TargetBoardroom Export
Estimated Lost ARR
₹22,40,000 / yr
+14% vs last mo
Lost High-Intent Buyers
380 / month
Conversational Searches
90-Day Recovery Target
₹5,80,000
With GEO Grounding
novicite_core_execution.ts
● PRODUCTION READY
// Algorithmic Revenue Bleed Projection Engine
const lostSearches = monthlyCategorySearches * (competitorShare / 100);
const lostDeals = lostSearches * leadToCloseRate (8.5%);
const monthlyBleed = lostDeals * averageDealSize (₹1,50,000);
const annualBleed = monthlyBleed * 12; // ₹22.4L ARR at risk!
COMPLETE PLATFORM MANUAL

How to Use Novicite: All 26 Tabs

A step-by-step operational handbook. Explore exact inputs, actions, and expected deliverables across all 6 strategic pillars to dominate generative engine recommendations.

Ad Network API Setup Guide (Google, Meta, LinkedIn)
Select Tab to View Guide (26 of 26)Live Synced

Overview (Command Center)

Audits & Telemetry • Unified executive dashboard and multi-engine health telemetry

Live Multi-Engine Audit

FREE

Audits & Telemetry • Real-time diagnostic scanning across 7 frontier generative engines

Bulk Multi-Target Audit

Audits & Telemetry • Batch diagnostic evaluation for multiple client domains or competitor portfolios

Audit History & Logs

Audits & Telemetry • Persistent historical audit registry with 1-click workspace synchronization

Scraper & Visitor Forensics

Audits & Telemetry • Real-time telemetry tracking AI bot crawlers hitting your website

Monitoring & Alerts

Audits & Telemetry • Continuous 24x7 autonomous surveillance and threshold notification webhooks

Share of Voice Radar

Competitive Intelligence • Comparative recommendation share across commercial buyer queries

Competitor Conquest

Competitive Intelligence • Direct displacement schemas and comparative counter-positioning matrices

Citation Interceptor

Competitive Intelligence • Identify and hijack third-party citations powering competitor visibility

Entity Gap Analyzer

Competitive Intelligence • Knowledge Graph attribute and semantic triple disparity identification

Revenue Bleed ROI Calculator

Competitive Intelligence • Quantify monthly and annual revenue lost to competitor AI recommendations

Citation Source Map

Knowledge & Grounding • Interactive source provenance graph mapping authoritative seed domains

Semantic Vector Map

Knowledge & Grounding • High-dimensional embedding visualization of brand positioning in model space

Content Ingestion Hub

Knowledge & Grounding • Format, validate, and broadcast authoritative company facts to crawlers

Maps & Local Voice Booster

Knowledge & Grounding • Multi-engine optimization for Apple Siri, Google Assistant, and local map search

Prompt Universe Catalog

Knowledge & Grounding • Curated repository of high-converting buyer intent queries

12 Advanced GEO Tactics

Offensive Protocols • Battle-tested algorithmic playbooks to engineer generative citation dominance

Edge Auto-Injector

Offensive Protocols • Sub-15ms reverse proxy serving bot-optimized structured data to AI crawlers

Agent Protocols (/llms.txt)

Offensive Protocols • Standardized machine-readable endpoint generator conforming to RFC-9457

Truth Injection Protocols

Offensive Protocols • Direct grounding facts and decentralized index seeding for unshakeable accuracy

AI Brand Defense

Offensive Protocols • Hallucination detection, dispute documentation, and reputation inoculations

AI Ad Network & Multi-Platform Hub

Campaigns & Growth Hub • Direct Google Ads, Meta Ads & LinkedIn Marketing API integration and campaign dispatcher

Executive Pitch Deck

Campaigns & Growth Hub • Comprehensive 6-part boardroom proposal generator customized for clients

Executive PDF Reports

Campaigns & Growth Hub • White-labeled boardroom scorecards and editable Microsoft Word dossiers

Billing & Usage Quota

FREE

Workspace & System • Subscription plan management, Razorpay payment gateway, and credit tracking

Settings & API Keys

Workspace & System • Team workspaces, role-based access control (RBAC), and custom API keys

Audits & TelemetryCore Engine

Live Multi-Engine Audit

Executes live web scraping, Google SERP/Reddit footprint gathering, and multi-model frontier evaluation across ChatGPT, Claude, Perplexity, Copilot, Grok, DeepSeek, and Google AI Overviews.

1
Input Required
  • Target website URL (e.g. yourdomain.com)
  • Optional target buyer intent query (e.g. "What is [Brand] and what are the best alternatives?")
2
Action to Take

Enter the domain URL and click "Run AI Visibility Audit". The platform executes live parallel scraping and multi-engine evaluation.

3
Output & Deliverables
  • Radar score across all 7 generative engines
  • Extracted competitors currently dominating model recommendations
  • Direct citations found on Google and Reddit
  • Specific technical recommendations (Schema JSON-LD, entity triples, crawler rules)
Tactical Pro Tip

Test specific high-intent buyer queries in the custom prompt field to see whether models recommend you or a competitor for exact commercial questions.

OFFICIAL API INTEGRATION GUIDELINES

How to Connect & Deploy to Google Ads, Meta & LinkedIn

Novicite connects directly to verified ad network APIs. Use this operational guide to generate your API credentials, test connections in Sandbox Mode, and deploy live campaigns.

1
Connect Credentials

Go to Settings > Ad Integrations or AI Ad Network > Ad Account Connections to enter your developer tokens and account IDs.

2
Test Connection

Click "Test Connection" to run a live health check ping against Google Ads, Meta Graph API, or LinkedIn RESTli endpoints.

3
Sandbox Dry-Run

Keep Sandbox Mode enabled to test full campaign creation, headlines, and budget pacing without burning real ad dollars.

4
Deploy Live Campaign

Toggle Sandbox off to mutate real Google Search RSAs, Meta Ad Sets, and LinkedIn Sponsored Campaigns directly.

Required Google Ads Credentials

1. Customer ID (10 digits):

Found in top-right of Google Ads dashboard (format: 123-456-7890).

2. Developer Token:

Generated via Google Ads Manager (MCC) > Tools & Settings > API Center.

3. OAuth 2.0 Client ID & Secret:

Created in Google Cloud Console under APIs & Services > Credentials.

4. Refresh Token:

Generated with scope: https://www.googleapis.com/auth/adwords

Google Ads Deployment Checklist

  1. Open Settings > Ad Integrations and enter your Google Ads credentials.
  2. Click Test Connection. The API pings Google to verify token validity.
  3. Go to AI Ad Network > Campaign Builder and select Google Search.
  4. Click Generate AI Blueprint to synthesize 15 RSA headlines, 4 descriptions, and keywords.
  5. Click Launch Active Campaign to create the Campaign, Budget, Ad Group, and RSA.
Sandbox mode is enabled by default to protect your active budget.
ENTERPRISE EXPORT SUITE

Boardroom PDF, Editable Word (.docx) & 16:9 Presentation Decks.

Compile all 26 platform intelligence tabs into client-ready executive dossiers with a single click. Includes complete 8-section audit breakdowns, financial ROI bleed projections, competitor citation maps, and 90-day execution roadmaps.

High-Resolution PDF
Microsoft Word (.docx)
16:9 Pitch Presentation
Agency White-Label
Novicite_Executive_Audit_Dossier.pdf
8 Comprehensive Sections • C-Suite Boardroom Ready
1. Executive Visibility Index & Grounding Scorecard
2. Multi-Engine Perception Matrix across 7 LLMs
3. Lost ARR Bleed Calculation & 90-Day Recovery Target
4. Competitor Share of Voice & Ranking Radar
5. Discovered Reddit & Directory Citations Interceptor
6. Agent Crawler Telemetry & /llms.txt Compliance
7. Local Place Schema & Voice Search Grounding
8. 90-Day Tactical GEO Engineering Roadmap
TRANSPARENT SUBSCRIPTIONS

Scale as You Dominate AI Search.

Transparent pricing with zero hidden token fees. All plans include live multi-engine intelligence.

Free Trial
₹0forever

Test your domain visibility across 7 engines with instant real-time AI perception analysis.

  • 1 Complete Live 7-Engine Audit
  • Quantitative Visibility Score (0-100)
  • Perception Summary Across 7 Engines
  • Competitor Discovery Radar
  • Direct Web Scrape Telemetry
Starter Plan
₹1,999/ month
Razorpay AutoPay Enabled

Designed for ambitious brands and startups securing their top position in AI recommendations.

  • 50 Multi-Engine Audits / month
  • 50 Tracked Conversational Prompts
  • 1 Monitored Brand Domain
  • Revenue Bleed ROI Calculator
  • Citation Source Footprint Map
  • Weekly Automated Email Reports
  • Boardroom PDF & Word (.docx) Exports
MOST POPULAR
Growth Agency
₹6,999/ month
Razorpay AutoPay Enabled

The complete enterprise suite for marketing agencies, high-growth SaaS, and eCommerce leaders.

  • 250 Multi-Engine Audits / month
  • 150 Tracked Conversational Prompts
  • 3 Monitored Brand Domains
  • Scraper & Visitor Forensics Hub
  • Sub-50ms Edge Auto-Injector
  • Active AI Brand Defense Shield
  • Competitor Conquest & Displacement
  • Automated Citation Interceptor
  • 16:9 Presentation Pitch Decks
  • Priority 24/7 Slack & Email Support
Enterprise Scale
₹9,999/ month
Razorpay AutoPay Enabled

Sovereign intelligence, dedicated GEO strategists, and custom /llms.txt protocols for market leaders.

  • Unlimited Multi-Engine Audits
  • Unlimited Tracked Prompts & Domains
  • Dedicated Enterprise /llms.txt Hub
  • Custom REST Ingestion API Keys
  • Multi-Tenant BYOK Key Isolation
  • Zero-Knowledge Schema Hosting
  • Custom Agency White-Label Branding
  • Dedicated GEO Strategist & 99.9% SLA
KNOWLEDGE BASE & FAQ

Frequently Asked Questions

What is Generative Engine Optimization (GEO) and why is SEO no longer enough?

Traditional SEO optimizes for keyword rank in a list of 10 blue links on Google. Generative Engine Optimization (GEO) optimizes for whether AI models (ChatGPT, Perplexity, Claude, Google AI Overviews) synthesize and recommend your brand when buyers ask conversational questions. Over 40% of high-intent B2B and consumer searches now happen in conversational LLMs where only 1 or 2 brands are recommended—if you aren't recommended, you don't exist.

How does the Sub-50ms Edge Auto-Injector work without modifying our codebase?

The Edge Auto-Injector runs as lightweight reverse-proxy middleware on Cloudflare Workers or Vercel Edge. When incoming traffic arrives, it checks the User-Agent and ASN in sub-millisecond time. If a verified AI search bot (such as GPTBot, ClaudeBot, or PerplexityBot) is detected, it dynamically injects Schema.org JSON-LD microdata into the HTML stream. Human visitors experience zero overhead.

What is the difference between Live and Modeled provenance on Novicite?

Novicite is transparent about intelligence provenance. 'Live' means we executed a real-time live search query directly on that engine (e.g. Perplexity Sonar Pro, Anthropic Claude 3.5 Sonnet, or Google AI Overviews) and evaluated ground-truth response text and cited URLs. 'Modeled' means high-speed synthetic inference evaluates how that model's weights perceive the brand based on scraped signals.

Can marketing agencies white-label Novicite reports for their clients?

Yes. On Growth and Enterprise tiers, all exported Boardroom PDF dossiers, Microsoft Word (.docx) documents, and 16:9 Presentation slide decks can be customized with your agency logo, branding colors, and custom consultant signatures for executive client presentations.

What is the /llms.txt protocol and why does our brand need it?

RFC-9457 compliant /llms.txt is the new standard for the agentic web (analogous to robots.txt for search engines). It provides structured, token-efficient markdown documentation and API endpoints specifically formatted for autonomous AI agents (such as Devin, AutoGPT, and Claude Computer Use) so they can discover, understand, and invoke your products automatically.

Ready to secure your AI search market share?

Run your first live audit in under 3 seconds. No credit card required.