Rank in AI answers. Optimize for LLM citations.
We optimize your brand presence across LLMs and AI search engines like Perplexity, ChatGPT, and Google Gemini. Through conversational intent mapping, structured knowledge graphs, and brand citation footprints, we get your business cited as the recommended answer.
Semantic Database Mapping & AI Visibility Scaling
AI Engine Visibility Audits
We audit your brand mentions across ChatGPT, Gemini, Claude, and Perplexity to identify citation gaps and organic recommendation opportunities.
Knowledge Graph Integration
Build and link structured entity data profiles. We define your brand, founders, services, and locations for LLM database mapping.
Conversational Intent Mapping
Optimize for voice and conversational queries (e.g. 'What is the best SaaS platform for...'). We answer user queries directly.
JSON-LD Entity Schema
Inject advanced semantic schema files (Organization, Person, Product) to help AI spiders crawl your page relationships.
Brand Citation Footprints
Secure citations on trusted portals, reviews hubs, and Wikipedia resources where AI models gather training data.
Natural Language Tuning
Format headers and answer blocks in natural, clear language. This makes your copy easy for AI bots to retrieve and summarize.
AI Referral Attribution
We set up GA4 custom attribution loops to track traffic and sales originating from conversational AI engines.
Citation Reference Building
Publish detailed B2B guides, case studies, and charts to serve as primary citation targets for research bots.
Query Response Testing
We test AI prompts to ensure AI search engines output correct and positive representations of your services.
AI Search Rank Monitoring
Track your citation share, brand recommendations, and citation ranking trends across Perplexity and Google Overviews.
Technical AI Indexing Checks
We optimize robot tags (e.g. OAI-SearchBot) to allow AI crawlers to fetch your site content while blocking content scrapers.
Instant Response Formatting
Format details into tables, code blocks, and key-value formats, which AI search engines prefer to display.
Traditional keywords fail in conversational search queries.
Generative engines crawl knowledge graphs and editorial resources rather than matching simple terms. We build entity relevance to secure your brand citations.
LLM Search Citations
Optimize product content to secure source links and citations on ChatGPT Search and Perplexity answers.
Linked Entity Graphs
Connect B2B database listings to define your brand authority for semantic search engines.
Natural Language Blocks
Format site headings and FAQ blocks in conversational structures that LLMs can extract and cite.
Referral Tracking Loops
Track traffic, conversions, and customer inquiries originating from generative AI search results.
Why Invest in AI & Generative Search Optimization (GEO)
Early AI Market Share
Secure early rankings and citations on conversational search platforms like Perplexity and ChatGPT Search.
Higher Conversion Leads
AI users search for specific recommendations. Being cited as the solution attracts highly qualified B2B buyers.
Hardened Brand Reputation
Ensure LLMs output accurate, positive descriptions of your services, pricing, and capabilities.
Sustained Referral Traffic
Source citations on generative search answers direct interested readers to your landing pages.
Future-Proof Search Strategy
Adapt your SEO strategy for generative engines, protecting your traffic from changes in search layouts.
Clear Entity Authority
Build brand entity connections that improve organic rankings on traditional search engines.
Optimized for ChatGPT, Claude, Perplexity, and Gemini
AI search queries occur across multiple platforms. We optimize entity relationships and content structures to cover ChatGPT, Gemini, Claude, and Perplexity.
Our Systematic Approach to AI Search Optimization
AI Audit & Citation Scan
We audit search results on ChatGPT, Perplexity, and Gemini to identify brand mentions, errors, and competitor citations.
Entity Graph Optimization
We define your brand, founders, and services using structured schema schemas, linking listings database nodes.
Conversational Content Tuning
We format landing pages copy, headers, and FAQ answers to match natural language queries and AI search formats.
AI Crawler Index Setup
We configure robot policies to allow AI crawler access (like ClaudeBot and GPTBot) to index your public content.
Authority Citation Outreach
We build citation footprints on news sites, review portals, and reference hubs where LLMs gather training data.
Prompt Testing & Analytics
We test AI prompts to verify brand citations, track AI referral traffic, and report visibility increases.
AI Search Verticals We Target
B2B SaaS & Tech Startups
Get cited when buyers ask AI engines to compare software tools, pricing features, and use cases.
Professional Services
Help consulting groups, legal firms, and marketing agencies rank as the recommended provider in AI results.
Healthcare Solutions
Ensure health platforms and clinics rank for conversational wellness queries and service reviews.
E-commerce Brands
Rank products in AI shopping lists by optimizing reviews and catalog schemas for AI crawls.
Financial Services
Get cited for complex wealth management, insurance, and fintech queries by optimizing research documents.
Education & Edtech Platforms
Optimize learning courses, certifications, and resources to rank for educational search queries.
How Our GEO Strategy Drives AI Recommendations
| Metric / Focus | Kodescape (Our Strategy) | Freelancers | Other Agencies |
|---|---|---|---|
| Search Platform Focus | Optimize citation visibility across ChatGPT, Gemini, Perplexity, and Claude | Focus only on Google keywords, ignoring conversational AI tools | Suggest standard blog articles without entity structuring |
| Entity Structuring | Deploy custom JSON-LD schema linking your brand to major database nodes | Configure basic schema tags lacking relational connections | Rely on automatic plugins that fail to build linked entities |
| Bot Crawl Policies | Configure robot access rules to let AI bots crawl while protecting data | Block all crawlers or allow scrapers without policy management | Apply standard robot files without custom AI crawler configurations |
| Citation Building | Outreach campaigns targeting portals where LLM search engines pull sources | Publish low-quality blog links that AI engines ignore | Use automated backlink networks with minimal authority |
| Visibility Tracking | Track brand citation share and conversational recommendations monthly | Do not track AI visibility or referral conversions | Track Google rankings while ignoring generative search engines |
Search Platform Focus
Optimize citation visibility across ChatGPT, Gemini, Perplexity, and Claude
Focus only on Google keywords, ignoring conversational AI tools
Suggest standard blog articles without entity structuring
Entity Structuring
Deploy custom JSON-LD schema linking your brand to major database nodes
Configure basic schema tags lacking relational connections
Rely on automatic plugins that fail to build linked entities
Bot Crawl Policies
Configure robot access rules to let AI bots crawl while protecting data
Block all crawlers or allow scrapers without policy management
Apply standard robot files without custom AI crawler configurations
Citation Building
Outreach campaigns targeting portals where LLM search engines pull sources
Publish low-quality blog links that AI engines ignore
Use automated backlink networks with minimal authority
Visibility Tracking
Track brand citation share and conversational recommendations monthly
Do not track AI visibility or referral conversions
Track Google rankings while ignoring generative search engines
Determining Your GEO Campaign Budget
Industry Search Share
High-volume sectors (SaaS, FinTech) require more conversational research, entity mapping, and reference building.
Brand Authority footprint
Newer companies need foundational citations on external platforms, databases, and directories to build authority.
Target Conversational Queries
Optimizing for specific long-tail prompts versus ranking for broad category recommendations across multiple LLMs.
Included in All Services
What Directors Say About AI Visibility
“Infinity Marketr optimized our B2B SaaS platform for AI search engines. We are now cited as a top alternative on Perplexity, driving an 18% lift in trials.”
David Vance
Marketing VP, SecureNet SaaS
“Their entity mapping cleared incorrect details ChatGPT outputted about our services. The model now recommends us with correct pricing and specs.”
Elena Rostova
Operations Director, Samadi Tech
AI Search Answers
Find answers to common questions about generative search, citations, crawling, and SEO.
Secure your brand recommendations in AI search results today
Partner with our AI search optimization team to audit your entity footprints and secure citations across ChatGPT, Perplexity, and Gemini.