After SEO, Comes AEO: The Turkish-Founded New York Startup Teaching Brands to Survive the AI Search Revolution

Google gave us twenty years of search engine optimisation. Then ChatGPT arrived — and the rulebook changed overnight. Cognizo, a New York-based startup with Turkish founders, has raised $1.8 million to help brands navigate the new world of Answer Engine Optimisation: the art of being cited by an AI, not just indexed by an algorithm. It is a small funding round with a very large idea behind it.

In the beginning, there was the keyword. For two decades, the central logic of digital marketing was deceptively simple: if you wanted to be found, you optimised your website for the words people typed into Google. You studied search volume, crafted meta descriptions, built backlinks, and competed for position on a results page that listed ten blue links in a column. The discipline that emerged from this logic — Search Engine Optimisation, SEO — became one of the largest professional services industries in the world, generating tens of billions of dollars annually and employing hundreds of thousands of specialists across every major market.

Then, in the space of roughly eighteen months between late 2022 and early 2024, the fundamental premise changed. Users stopped typing keywords and started asking questions — to ChatGPT, to Google’s AI Overviews, to Gemini, to Claude, to Perplexity. Instead of receiving a list of links to choose from, they received a direct answer, synthesised from sources they could not always see and could not always verify. The ten blue links began to disappear. With them, the click. With the click, the traffic. And with the traffic, the entire architecture of digital marketing that had been built on top of it.

This shift — from search engine to answer engine, from link-listing to direct response — is not a prediction. It is already happening. Studies tracking search behaviour show that more than 60 per cent of Google searches now end without a click on any result: the search engine itself provides the answer, and the user moves on. For brands that had built their digital presence on organic traffic, the implications are severe. For the startup that has spotted the gap and built a solution, the opportunity is significant. That startup is Cognizo, and it has just raised $1.8 million to pursue it.

The Founders: From Istanbul to Brooklyn via Microsoft

Cognizo was founded in 2024 by two Turkish entrepreneurs based in New York: Deniz Özcan, who serves as Co-Founder and CEO, and Mehmet Alp Aysan, Co-Founder. Aysan brings a background that combines deep technical infrastructure experience — including work on OneDrive and SharePoint’s CoPilot reliability engineering at Microsoft — with a clear-eyed understanding of how the shift to AI is rewiring the digital economy. His own description of Cognizo’s origin is characteristically direct: ‘Just when you’ve got to grips with SEO and the world of keywords, the whole search landscape changed.’

That observation — obvious in retrospect, but requiring the right moment to act on — is the founding insight of Cognizo. The platform they have built monitors and analyses brand presence across the major AI answer engines in real time: ChatGPT, Google AI Overviews, Gemini, Claude, Perplexity, and others. It tracks citation frequency — how often an AI references your brand when answering a relevant question — sentiment analysis — whether that reference is positive, neutral, or negative — and competitive benchmarking — how your AI visibility compares to your competitors’. It then turns those insights into actionable recommendations for content strategy, technical optimisation, and the kind of structural changes that make a website more legible to the LLM bots that are now indexing the web for their own purposes.

“The customer journey has changed. People are now conducting entire product research journeys through AI platforms like ChatGPT. Being visible in this new channel is no longer a nice-to-have — it is a direct competitive advantage.”

The Round: Galata Business Angels, Mana Ventures and the Turkish-American Bridge

The $1.8 million pre-seed round that Cognizo announced this week has a funding structure that is itself a story about how Turkish entrepreneurial capital is internationalising. The round was led by Cognizo, a New York-based firm with Turkish founding partners, under the umbrella of Galata Business Angels (GBA) — the Istanbul-based angel investor network that has been one of the most active early-stage backers in the Turkish startup ecosystem for over a decade. GBA co-investors include Arif Akdağ, Emre Kurttepeli, and Kaan Boyner, names familiar to anyone who follows Turkish angel investing closely.

Alongside the Turkish capital came US-based participation: Mana Ventures, Treeo VC, and Orange.fund all joined the round, giving Cognizo access to a network that spans both sides of the Atlantic. The combination is strategic rather than accidental. Cognizo’s product is inherently global — AI answer engines do not observe national boundaries, and a brand’s AI visibility problem in London is structurally identical to one in New York or Istanbul. But the company’s Turkish founding network provides immediate access to a startup ecosystem that is both large and increasingly sophisticated in its appetite for early-stage technology investment.

The use of proceeds is focused: product development to accelerate the platform’s analytical depth, expanded data infrastructure, and the global scaling push that both the Turkish and US investor bases are backing. Since commercialising in spring 2025, Cognizo has added clients including LG, Wellhub, and Prezi — a roster that signals the platform’s ability to operate at enterprise scale, not just with early adopter startups.

AEO: The Discipline That Did Not Exist Three Years Ago

To understand why Cognizo’s funding matters, it helps to understand what Answer Engine Optimisation actually involves — and why it is genuinely different from everything that came before it. Traditional SEO was, at its core, a game of signals: you optimised for the criteria that search engine algorithms used to rank pages. Those criteria were well-documented, widely understood, and subject to constant reverse-engineering by a large professional community. The game was competitive, but its rules were knowable.

AEO operates on different logic entirely. When ChatGPT or Claude answers a question about, say, the best CRM software for small businesses, it does not produce a ranked list of pages. It synthesises a recommendation, drawing on its training data and, increasingly, real-time web search. The brand that appears in that synthesis — cited, recommended, described — has achieved something that no backlink or meta description can produce: it has become the answer. The brand that does not appear has, from the AI’s perspective, effectively ceased to exist for that query.

What Cognizo has built is the infrastructure to measure, track, and improve a brand’s performance in this new game. Its platform monitors millions of data points daily across the major AI platforms, tracking how brands are mentioned, in what context, with what sentiment, and in comparison to which competitors. It then provides the technical and content recommendations that improve those metrics — from llms.txt files (a new standard that tells AI crawlers how to index a site) to schema markup, structured data optimisation, FAQ generation, and the kind of authoritative long-form content that LLMs are more likely to cite than surface-level marketing copy.

The agency programme that Cognizo has built alongside its direct enterprise offering is particularly significant for the digital marketing industry. It allows agencies — the SEO firms, content studios, and digital consultancies that built their businesses on Google traffic — to offer AEO as an additional service, using Cognizo’s platform as the analytical backbone. This is a clever structural move: rather than competing with the existing SEO industry, Cognizo is positioning itself as its upgrade path, the tool that helps established agencies extend their value proposition into the new search paradigm.

Why This Matters for the UK and Turkish Digital Economy

For TBMag readers working in marketing, digital media, or brand management — in London, Istanbul, or anywhere that relies on digital visibility to reach customers — the Cognizo story is not just an interesting startup narrative. It is a practical warning and a practical opportunity.

The warning: AI search is eroding organic traffic faster than most brands have adapted to. The same week that Cognizo announced its funding, the broader technology world was processing the implications of OpenAI’s continued growth, Google’s AI Overviews expansion, and the accelerating adoption of AI-first search behaviour among consumers under 35. The brands that are not tracking their AI visibility today are flying blind in a channel that is rapidly becoming the primary route through which their potential customers form opinions and make decisions.

The opportunity: the AEO market is, by the standards of mature digital marketing disciplines, extraordinarily early. Cognizo’s main documented competitors — Peec AI, BrandRank.AI, and Profound — are all funded but young. The methodologies are still being established. The best practices are still being written. For Turkish digital agencies, many of which serve both domestic and international clients, early investment in AEO capability represents a genuine first-mover advantage in a market that will, within three to five years, be as standard as SEO is today.

The Cognizo funding round is, in financial terms, modest: $1.8 million is pre-seed capital, the earliest stage of venture funding, for a product that launched commercially less than a year ago. But the question it is answering — how do brands stay visible when the internet’s search layer is replaced by an AI conversation layer — is one of the most commercially significant questions in digital marketing right now. The Turkish founders who are building the answer, from Brooklyn, backed by Istanbul angels and New York venture funds, are working in exactly the right place at exactly the right time.

AT A GLANCE

• Company:  Cognizo (Cognizo.ai)
• Founded:  2024, New York City
• Founders:  Deniz Özcan (Co-Founder & CEO)  ·  Mehmet Alp Aysan (Co-Founder)
• Funding:  $1.8 million pre-seed
• Investors:  Galata Business Angels (GBA) — Arif Akdağ, Emre Kurttepeli, Kaan Boyner  ·  Mana Ventures  ·  Treeo VC  ·  Orange.fund
• Product:  Answer Engine Optimisation (AEO) platform — AI visibility monitoring, citation tracking, sentiment analysis, content optimisation
• Platforms tracked:  ChatGPT, Google AI Overviews, Gemini, Claude, Perplexity and more
• Clients:  LG, Wellhub, Prezi (since commercial launch, Spring 2025)
• Competitors:  Peec AI, BrandRank.AI, Profound
• Website:  cognizo.ai

SEO METADATA

Focus Keyword: Cognizo AEO Answer Engine Optimization Turkish startup funding 2026

Meta Title: After SEO, Comes AEO: Turkish-Founded Cognizo Raises $1.8M to Teach Brands to Survive the AI Search Revolution | TBMag

Meta Description: New York-based Cognizo, founded by Turkish entrepreneurs Deniz Özcan and Mehmet Alp Aysan, has raised $1.8 million from Galata Business Angels, Mana Ventures and Treeo VC. TBMag explains what Answer Engine Optimisation is, why it matters for UK and Turkish brands, and why this small round represents a very large idea.

Slug: cognizo-aeo-answer-engine-optimization-turkish-startup-funding-1-8-million-2026

KEYWORDS & TAGS

Keywords: Cognizo AEO startup funding 2026, Answer Engine Optimization Turkey, Turkish startup New York AI, Galata Business Angels investment, AEO vs SEO AI search, ChatGPT brand visibility tool, AI search optimization platform, Turkish founders New York tech, digital marketing AI era, LLM optimization brands

Tags: Cognizo, AEO, Answer Engine Optimization, Turkish Startup, AI Search, Galata Business Angels, Digital Marketing, SEO vs AEO, New York Tech, Turkish Founders