Content invisible to AI crawlers
Many AI crawlers do not execute JavaScript. Server-rendered or prerendered HTML makes your content readable to them.
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GEO Services
Generative Engine Optimisation for visibility in ChatGPT, Gemini, Perplexity, and generative search.
What Our GEO Service Covers
Generative engine optimization (GEO) is the practice of making your brand and content easy for AI answer engines to find, understand and cite. When a prospect asks ChatGPT, Gemini, Perplexity or Google AI Overviews for a recommendation, GEO aims to make your company part of the answer.
Calycogenics approaches GEO technically first: AI crawlers must be able to read your pages without running JavaScript, your entity information must be consistent across the web, and your content must answer specific questions in clear, quotable passages.
Position your brand as the primary cited source when prospective clients ask questions inside AI answer engines and conversational LLMs.
Who It Is For
- B2B brands whose buyers research with AI assistants
- Companies already ranking in Google but absent from AI answers
- Businesses with inconsistent brand information across the web
- Content teams that want to be cited as a primary source
Key Deliverables
- Generative Engine Optimization Readiness Audit
- Entity Authority & Semantic Fact Density
- Citation Targeting for Perplexity, ChatGPT & Gemini
- Brand Knowledge Graph Structuring
- AI Search Query Benchmarking & Visibility Reports
Problems We Solve
Weak entity signals
AI systems rely on consistent facts about who you are. We align schema, profiles and third-party listings.
Answers buried in long pages
AI engines quote self-contained passages. We restructure content into direct question-and-answer blocks.
How We Approach GEO
We begin by benchmarking: a set of real questions your buyers ask is run across ChatGPT, Gemini, Perplexity, and Google AI Overviews, and we record whether your brand appears, how it is described, and which sources are cited instead.
We then fix the foundations, making sure AI crawlers can read your content without JavaScript, publishing accurate Organization and Service structured data, and aligning your profiles across the web. Content is restructured into clear, self-contained answers, and the benchmark is re-run regularly to track progress over time.
Technologies We Use
- Perplexity AI
- SearchGPT
- Google Gemini
- Wikidata
- Knowledge Graphs
How We Deliver GEO
Every Calycogenics project follows the same accountable four-phase delivery cycle.
01
Clarity & Technical Scoping
We map your existing bottlenecks, user flows, and integrations. You receive a clear, unambiguous scope and milestone roadmap before a single line of code is written.
02
Architecture & System Design
We design high-converting interfaces and solid technical schemas, ensuring data models, APIs, and services are built for speed and security.
03
Full-Stack Engineering & QA
Senior builders write clean, tested code with automated CI/CD pipelines, rate-limiting, and rigorous cross-device verification.
04
Deployment, Monitoring & Care
We launch to production with zero downtime, configure analytics and telemetry, provide team training, and support ongoing iteration.
GEO FAQ
What is GEO?
Generative engine optimization improves how a brand and its information are understood and surfaced by AI-powered search and answer platforms such as ChatGPT, Gemini, Perplexity and Google AI Overviews.
Is GEO different from SEO?
GEO builds on SEO. Crawlability, structured data and authority still matter, but GEO also focuses on entity consistency, citable passages and presence on sources AI engines trust.
How do you measure GEO results?
We benchmark a set of relevant prompts across AI platforms and track how often your brand is mentioned or cited over time.
Does llms.txt help GEO?
It is optional and low-impact today. We prioritise crawlable HTML, schema and content structure first.
Which AI platforms does GEO cover?
We benchmark and optimise for ChatGPT, Google Gemini, Google AI Overviews, Perplexity, and Microsoft Copilot.
How long does GEO take to work?
Technical fixes can make content readable to AI crawlers immediately, but citations depend on when each platform recrawls and on wider authority signals, so progress is tracked over months.
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