Seo is moving from ranking, clicking, conversion to capture, summary and recommendation。
We have entered the era of intangible attribution known as the dark seo funnel — the traditional top of the funnel (tofu) traffic is crashing, the middle part of the confusion is getting more confused, and the success of seo is no longer measured by just the number of hits。
The new data from wynter show that 84 per cent of b2b buyers now use ai to identify suppliers, and 68 per cent have started searching using ai tools before google is exposed。
Buyers are using chatgpt to narrow their options and google to verify them。
If you're still judging seo success by traffic, you're optimising a model that no longer exists。
This guide explains how to prepare for shocks。
First, it's dark society
Around 2021, chris walker introduced the concept of "dark social" — that buyers talk about brand names in social media and share content in private channels (slack, private letters, whatsapp) that trace pixels cannot see。
In dark social, peers recommend the brand, buyers search through google. In dark seos, llm will recommend brand names and buyers will then google search。
Now, dark seo
Dark seo is a dark society in algorithm search。
A summary of the training data answers is invisible to traditional analysis:
Ingestion: llm will consume your content and understand your entity. Recommendations: users raise a problem-aware issue (e. G. “x's best tool”), and llm recommends your brand as a solution. Validation: users now know you exist and go google to check your brand name to verify your choice。
The signature was attributed to a “direct search” or a “brand search”, which was done by seo or geo。
This is the dark seo funnel: found in a non-click environment, the attribution was erased and the seo appeared to be “underperforming”, even if it was actively filling the process。
Google's role has changed fundamentally. As one of the chief marketing officers interviewed explained:
"i only use google when i know what specific software types or products i want."
Artificial intelligence is used to evaluate; google is used to validate. This is a radical shift。
Strategic transformation: brand references to large language models
Winning in the era of dark funnels requires understanding of two types of visibility。
In traditional seos, the goal is to click through a blue link. In artificial intelligence searches, the goal is inclusiveness, and there are two different ways to achieve it。
1. Brand references
It means that the llm explicitly uses your company as a solution。
You can't go into this field with the technology seo. It's driven by physical strength -- the frequency with which your brand appears on the web alongside related topics. It is influenced by public relations, podcast spots, client evaluations and what we have long called the sound of the seo。
2. Website references
This means that the ai tool links your content as a real source, because you provide unique data, or you're just the most relevant result。
This is mainly due to access to information. If you publish unique data, have opposing views and proprietary information, ai will use you as the basis for the answer。
Llms learn from ecosystems. If you want to be recommended, you should optimize around the most relevant communities:
If ai continues to see your brand mentioned in the community concerned, it gives you the power to be recommended。
Method of measuring seo in the era of the concord
The leadership still wants seo to be effective when the flow is no longer the north star kpi。
The strongest team is turning to defensive signals that track income and reputation, not just hits。
If the brand finds out it's done in artificial intelligence, but the last click is on google, then there's a real problem with your attribution model。
Weakening indicator
Raise indicator
The most powerful slides are:
This is not a recession. That's what i call the big normality of the seo. You're trading high-flow noise for high-intensity signals。
Brand exposure is a trophy, traffic is a by-product
To survive in the era of the concord, you have to stop playing the old seo game。
Those brands that fit are not looking for cheap hits. Even when modern seo funnels are becoming darker, they will dominate inclusiveness, referral and commercial intent。
This is your 2026 mission:
As we have seen in dark-coloured societies, with the rise of zero-click marketing, the impact and attribution of social platforms has declined. It's time to lose on the flow, and we apply the same experience to the dark seo。
** edited version of this paper is published in search engineering land**
