I’ll keep this short as I’ve covered this topic extensively in the past. When you ask Gemini to access a specific URL or interact with it inside AI Mode search it works from Google’s web cache.
For this website’s home page this is what it has as context to ground the model about the page:
{
"content_summary": [
"AI SEO Agency [SNIPPET] AI SEO Agency Skip to content dejan Home AI SEO SRO Resources Blog Models Tools AI Rank Request Video Call Australian AI SEO agency specialising in brand visibility optimisation for global brands and e-commerce websites. Our AI SEO process is driven by advanced machine learning techniques, mechanistic interpretability and practical model steering methods. Schedule a Call Book a conference call with our senior strategy team to discuss your project in detail. The consultation is free and highly constructive. Data. Discovery. Testing. We design and deploy sharp, well-prioritised digital marketing strategies. All our decision making is based on data analysis and testing. Innovation. Our clients enjoy access to unique tools and methodologies designed to solve challenges, surface new insights and highlight opportunities. Focused Campaigns. We deliver sharp, well-prioritised SEO strategies designed to meet your business objectives. Next Level Support. Proactive, helpful advice to increase your rank ceiling, mitigate risk, and maximise your marketing efforts. We were given our very own bespoke internal link recommendation engine that leverages world-class language models and data science. It's one thing to theorize about the potential of machine learning in SEO, but it's entirely another to witness it first-hand. It changed my perspective on what's possible in enterprise SEO. Scott Schulfer Senior SEO Manager Zendesk We are an industry leader in machine learning driven digital marketing. AI SEO World-class AI SEO services ranging from visibility analysis to practical model steering strategies. Answer Engine Optimization AEO means visibility optimisation for AI chat assistants, AI agents and Answer Engines. AI Visibility Tracking Robust and reliable AI visibility tracking for brands looking to understand how AI assistants and AI search perceive their products and services. Meet our core team We're an all-senior team with experience in a wide range of projects and industries. Dan Petrovic Dan Petrovic AI SEO Mike Jolly Mike Jolly Director of Strategy Blake Walsh Blake Walsh SEO Giordano Chng Giordano Chng SEO Liam Buttery Liam Buttery SEO Martin Reed Martin Reed Technical SEO Bianca Hall Bianca Hall Public Relations Milos Dosen Milos Dosen CFO Danielle White Danielle White Operations Josip Ivanovic Josip Ivanovic Software Engineering Nemek Nowaczyk Nemek Nowaczyk PPC Alex Petrovic Alex Petrovic SEO Dragan Grubacki Dragan Grubacki Technical SEO Finn Arrowsmith Finn Arrowsmith Outreach Our Portfolio We've worked with many amazing clients. Featured In: Jason Mayes Dan Petrovic made a super write up around Chrome's latest embedding model with all the juicy details on his blog. Great read. Jason Mayes Web AI Lead at Google Source: Google Web AI Featured in “Moz Top 10“, twice. Dan Petrovic, an academic and consultant on SEO and generative AI, said Google's size, expertise and massive trove of search data gave it a massive advantage, but that Gemini 3 Pro would probably be a more expensive model to run. — Tim Biggs, The Sydney Morning Herald Moz Recommended Agency Moz Recommended Agency FAQs What separates you from other SEO companies? We lead the industry through application of advanced machine learning and natural language processing techniques. We're a small all-senior team. No account managers. You deal directly with the specialists. What sort of monthly budget do I need? A typical customer spends between $5,000 and $20,000 on ongoing work with our team. What sort of guarantees are there? If you are dissatisfied with our service we will happily refund your money within 30 days of starting an ongoing campaign with us. We do not offer ranking guarantees as this is against Google's guidelines. How many phrases can I target? All of them. We insist. That's right, our campaign include past, current and future search queries and there no technical limit on the number. It's a strategic choice we make together with you. Project Types Here are the common types of SEO projects and campaigns: SEO Retainer – We can provide a variation of quotes to fit to your budget range. Strategy Design/Review – Improve your SEO strategy by understanding what's working and what's not. Technical Audit – ½ or full day audit with actionable recommendations to ensure a solid foundation for SEO growth. Implementation support is optional. SEO Testing – Quarterly design and deployment new website tests to scale growth safely on large websites. Migration Audit – Mitigate risk of traffic loss when migrating your content and/or domain(s). Market Research & Data Analysis – Advanced keyword research and trends analysis used to inform business decisions, product development and content generation. Content Strategy – Ongoing surfacing of content gaps, landing page optimisation, and collaboration with your own in-house and external content teams. Link Earning – Content and relationship-based link acquisition to build authority and drive referral traffic. Rank Recovery – Risk assessment, disavow file maintenance, and manual link clean-up. Conversion Rate Optimisation – Quarterly design and deployment of website tests aimed at increasing leads from your existing traffic. Visualisation & Reporting – Bespoke creation of live marketing dashboards to monitor campaign progress and report on the metrics you care about most. Team Training – In addition to knowledge sharing on all our campaigns, Dejan offers tailored workshops for in-house teams looking to maximise their content and marketing efforts. Schedule a Call DEJAN AI SEO Agency AI Rank Privacy Policy | Noli esse malus. "
],
"url": "[https://dejan.ai/](https://dejan.ai/)",
"url_fetch_statuses": [
"URL_FETCH_STATUS_SUCCESS"
]
}That’s it.
For this very article (I know, so meta) it’s:
{
"url_fetch_statuses": [
"URL_FETCH_STATUS_NOT_IN_SEARCH_INDEX",
"URL_FETCH_STATUS_EMPTY_CONTENTS_IN_INDEX"
]
}Note in AI Studio and other implementations you may see the following format:
[SearchResult(results=[PerQueryResult(index='1.1', snippet='AI SEO Agency: AI SEO Agency Skip to content dejan Home AI SEO SRO Resources Blog Models Tools AI Rank Request Video Call Australian AI SEO agency specialising in brand visibility optimisation for global brands and e-commerce websites. Our AI SEO process is driven by advanced machine learning techniques, mechanistic interpretability and practical model steering methods. Schedule a Call Book a conference call with our senior strategy team to discuss your project in detail. The consultation is free and highly constructive. Data. Discovery. Testing. We design and deploy sharp, well-prioritised digital marketing strategies. All our decision making is based on data analysis and testing. Innovation. Our clients enjoy access to unique tools and methodologies designed to solve challenges, surface new insights and highlight opportunities. Focused Campaigns. We deliver sharp, well-prioritised SEO strategies designed to meet your business objectives. Next Level Support. Proactive, helpful advice to increase your rank ceiling, mitigate risk, and maximise your marketing efforts. We were given our very own bespoke internal link recommendation engine that leverages world-class language models and data science. It\'s one thing to theorize about the potential of machine learning in SEO, but it\'s entirely another to witness it first-hand. It changed my perspective on what\'s possible in enterprise SEO. Scott Schulfer Senior SEO Manager Zendesk We are an industry leader in machine learning driven digital marketing. AI SEO World-class AI SEO services ranging from visibility analysis to practical model steering strategies. Answer Engine Optimization AEO means visibility optimisation for AI chat assistants, AI agents and Answer Engines. AI Visibility Tracking Robust and reliable AI visibility tracking for brands looking to understand how AI assistants and AI search perceive their products and services. Meet our core team We\'re an all-senior team with experience in a wide range of projects and industries. Dan Petrovic Dan Petrovic AI SEO Mike Jolly Mike Jolly Director of Strategy Blake Walsh Blake Walsh SEO Giordano Chng Giordano Chng SEO Liam Buttery Liam Buttery SEO Martin Reed Martin Reed Technical SEO Bianca Hall Bianca Hall Public Relations Milos Dosen Milos Dosen CFO Danielle White Danielle White Operations Josip Ivanovic Josip Ivanovic Software Engineering Nemek Nowaczyk Nemek Nowaczyk PPC Alex Petrovic Alex Petrovic SEO Dragan Grubacki Dragan Grubacki Technical SEO Finn Arrowsmith Finn Arrowsmith Outreach Our Portfolio We\'ve worked with many amazing clients. Featured In: Jason Mayes Dan Petrovic made a super write up around Chrome\'s latest embedding model with all the juicy details on his blog. Great read. Jason Mayes Web AI Lead at Google Source: Google Web AI Featured in “Moz Top 10“, twice. Dan Petrovic, an academic and consultant on SEO and generative AI, said Google\'s size, expertise and massive trove of search data gave it a massive advantage, but that Gemini 3 Pro would probably be a more expensive model to run. — Tim Biggs, The Sydney Morning Herald Moz Recommended Agency Moz Recommended Agency FAQs What separates you from other SEO companies? We lead the industry through application of advanced machine learning and natural language processing techniques. We\'re a small all-senior team. No account managers. You deal directly with the specialists. What sort of monthly budget do I need? A typical customer spends between $5,000 and $20,000 on ongoing work with our team. What sort of guarantees are there? If you are dissatisfied with our service we will happily refund your money within 30 days of starting an ongoing campaign with us. We do not offer ranking guarantees as this is against Google\'s guidelines. How many phrases can I target? All of them. We insist. That\'s right, our campaign include past, current and future search queries and there no technical limit on the number. It\'s a strategic choice we make together with you. Project Types Here are the common types of SEO projects and campaigns: SEO Retainer – We can provide a variation of quotes to fit to your budget range. Strategy Design/Review – Improve your SEO strategy by understanding what\'s working and what\'s not. Technical Audit – ½ or full day audit with actionable recommendations to ensure a solid foundation for SEO growth. Implementation support is optional. SEO Testing – Quarterly design and deployment new website tests to scale growth safely on large websites. Migration Audit – Mitigate risk of traffic loss when migrating your content and/or domain(s). Market Research & Data Analysis – Advanced keyword research and trends analysis used to inform business decisions, product development and content generation. Content Strategy – Ongoing surfacing of content gaps, landing page optimisation, and collaboration with your own in-house and external content teams. Link Earning – Content and relationship-based link acquisition to build authority and drive referral traffic. Rank Recovery – Risk assessment, disavow file maintenance, and manual link clean-up. Conversion Rate Optimisation – Quarterly design and deployment of website tests aimed at increasing leads from your existing traffic. Visualisation & Reporting – Bespoke creation of live marketing dashboards to monitor campaign progress and report on the metrics you care about most. Team Training – In addition to knowledge sharing on all our campaigns, Dejan offers tailored workshops for in-house teams looking to maximise their content and marketing efforts. Schedule a Call DEJAN AI SEO Agency AI Rank Privacy Policy | Noli esse malus. \n', url='https://dejan.ai/')])]
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