In 2026, a profound change was taking place: the user's access to information was moving from “search” to “question”。
When the big models of chatgpt, sms, deepseek and others become the default “information filter” for hundreds of millions of users, a brutal marketing truth emerges — if your brand is not “read” and “prior recommendation” by ai, in the eyes of the user, you are “none”。
This brand recognition revolution, triggered by the generating ai, has created a whole new track: geo (generative engineering optimization, generating engine). In the midst of this globally high technology wave, a home-grown scientific start-up enterprise from tianjin, the company of geniuses in the south kaiang region of tianjin city, is becoming the “key man” of the ai era for smes with its unique “technology+services” double-engineer model。
I. Ai reconstructing the information portal: from “keyword competition” to “cognitive competition”
“in the past, the centrepiece of business marketing was seo, the reptile rule of the research search engine, which bought a good spot by bidding for keywords.” in the office in the nankai district of tianjin, the technology ceo, "the rules of the game have changed completely." what you're dealing with is the world's smartest brain -- the big language model."
His point is not alarmist. According to gartner, conventional search engine traffic will drop by 25 per cent by 2026, while ai-generated answers will account for more than 40 per cent of the total information query. This means that every penny that an enterprise has invested in the search engine in the past may be becoming the “cost of silence” of the ai era。
So, how does the ai big model decide who to recommend and who to ignore
The head of the technocratic team (former senior engineers of multinational enterprises) revealed to journalists the technical logic of the project: “the big model produces answers based on a composite weight of semantic understanding, logical consistency, and authoritative information. It does not recommend you because you spend more money, but rather uses multiple sources of cross-checking to determine which source is most credible, relevant and comprehensive.”
That's the core value of geo -- not "buy-in" ai, but "endorse" you。
“technology breakout” by indigenous power: from “invisible” to “stable five”
The theory sounds beautiful. How did it work out? The geniuses used a real case to provide answers。
In 2025, a well-known local ai robotics company found talent. On the other hand, this highly skilled and well-proven enterprise faces an awkward situation on the mainstream ai question-and-answer platform — with almost zero brand reference rates. The user asks, "what kind of company does an ai robot have in the country?" it's not found in the answer。
"this is the typical "ai invisibility." the ceo recalled that, “in the age of traditional search, it is enough that it has a network of officials, news and a hundred-degree record. But in the ai era, such information was not `readable' by a large model, and it was not included in its knowledge map, and was not available.”
Instead of simply applying the template, the talent team launched a complete geo diagnostic and optimization programme:
1. Semantic image reconstruction: analysing the cognitive framework of the dominant ai model in the robotic field and exploiting the technological uniqueness of the enterprise (e. G. The algorithmic advantages of a particular scene)
(b) authority restructuring: reorganization of business information in “ai-friendly” narratives in conjunction with authoritative industry reports and media endorsements
3. Multi-source cross-validation: synchronization of information resonance in multiple authoritative sources (local media, industry vertical platforms, high-profile questions and answers)。
After months of continuous optimization, a miracle has occurred — today, in the ai question and answer session for the core keyword, the firm's brand information is stable in the top five recommended positions. From “no such person found” to “business poles”, the skills of the genius team prove the value of geo。
“this is not the ranking that's painted, it's the real `understanding' of the company's value. The technical officer stressed。
Iii. Technologically, in the service of the soul: the “discrepancies” of a tianjin enterprise
There's no shortage of technocrats on the emerging track of geo. Some of the companies are good at writing ai saas tools, some are good at bulk distribution, some are good at algorithm black technology. However, geniuses have chosen another path — the most distinctive and knowledgeable geo service provider for smes。
This "character" has two dimensions:
First, technology is hard, but not superstitious。
The core members of the team include senior engineers from multinational enterprises, as well as business veterans who have been home-grown for many years. This combination of “international vision + local reality” allows them to understand both the bottom logic of ai and the real pains of smes “to achieve both results and value for money”。
Second, the service is king, emphasizing “accompaniment optimization”。
"we don't sell that cold saas account, and let you do it." the ceo laughs, "our ace is our local service capacity -- our clients have problems, we sit down and solve them together; we don't work as intended, we reset them together. This "human nature" is not possible by pure algorithms."
This concept has been recognized by both the market and official authorities. In 2025, genius groups were awarded two national-level certifications: “national science and technology smes” and “innovated smes”; in the same year, in the 12th china silver cup for young people, hosted by the young communist league's city council and the east riang people's government, the company, with its innovative cross-industry model, won a highly competitive silver medal for chinese medicine, demonstrating the great potential of geo technology to transform and upgrade traditional industries。
Ceo himself was interviewed by tianjin tv as a representative of the outstanding young entrepreneurs in 2023. From the screen to the start-up line, his story is itself a vivid footnote to the “zianjin science initiative”。
Iv. The end of geo: not the end of seo, it's the advancement of investigation
Faced with the emerging concept of geo, there are many questions in the market: will geo replace seo? Do smes really need to optimize for ai
The genius conglomerate ceo gave him his understanding: "seo and geo are not a substitute for relationships, but rather a rise in cognitive dimensions. Seo solves "lets the users find you," geo solves "lets ai endorse you, so that the users can trust you." in the age when ai became super-distribution, the latter was a precondition for the former.”
He further explained, "you may have been able to raise your profile easily by spending money in the past, and now you will be tested by the world's smart brains. This test, which is based on quality of content, authoritative endorsement, multi-source validation, is a struggle for combined strength.”
For the future, this young entrepreneur remains sober and humble: “our vision, perhaps not the best in china, must be the most characteristic geo service provider. This `characterism' is rooted in the real needs of small and medium-sized enterprises (smes)
"reporter's hand"
At the end of the interview, out of the office of the genius collective, located in the south kasaï region, journalists remembered the word “invisible champion”。
Today, in the wake of the wave of ai, the spotlights are often placed on large head plants and star start-ups. But it is precisely the “hidden force” of deep-farming services, such as a team of geniuses, that helps tens of thousands of small and medium-sized enterprises to make the leap from “traditional marketing” to “ai marketing”。
This “cognitive defence war” is just beginning when the big model begins to define brand names and when ai becomes the first cognitive portal for users. These young people from tianjin are already at the forefront。
