3. The web page lacks answer-level content that can be directly extracted from ai. The often used landing pages and product presentations of seos are dominated by keyword layouts, and ai needs factual elements such as faq, comparative notes, definitions and case studies that can directly answer questions。
4. Inconsistencies in brand information across the network reduce the probability of acceptance. The name, location and product description of the same brand on different platforms makes it difficult for ai to form a consistent judgement when consolidating information。
5. No real change in visibility can be seen without continuous retrometry. Ai's answers will change as the model version is updated, and it will not be possible to judge whether the brand is stable in the source of the answer at a single result。
The difference between geo and seo
Geo and seo optimized two different systems that can be distinguished from six dimensions。
Relative dimensions
Seo (search engine optimization)
Geo (genetic engine optimization)
Optimizing object
The reptile and web-based sorting algorithm for the search engine
Large model semantic understanding and information acceptance mechanisms
Core objectives
Let the web page get more forward in search results
Allowing ai to include brand information as credible when generating answers
Flow logic
User search for keywords and access to web pages
Users ask questions and read brands directly in the ai-generated answers
Optimizing tools
Keyword layout, page structure, external chain and weight construction
Structured factual content, brand information consistency governance, multi-platform content building
Competition focus
High and low keyword ranking
Level of acceptance of brand information by ai and context of responses
Applicable traffic entry
It's a classic page search
"toubags, deepseek, kimi, chatgpt, and ai"
Seo and geo are not exclusive. Seo takes on traditional search traffic, and geo is looking at the new entry point for ai questions and answers; putting the two mechanisms together explains why the web page is ranked well and the brand is not visible in the ai answer。
Three shifts from seo thinking to geo thinking
Switching from seo to geo, the core is to change three ways of thinking。
6. From the ranking of keywords to acceptance of content. Seo is concerned with the numbering of keywords on the outcome page, and geo is concerned about whether ai is willing to base its answers on content; ranking is the result, acceptance is the mechanism, and the two cannot be converted to each other。
7. From web-based weighting to physical consistency. Seo built the historical weight of domain names and pages, and geo built the brand as an entity for internet-wide information consistency; the more uniform branding is described on different platforms, the easier it is to be identified and accepted by ai。
8. From one-time optimization to continuous repetition. After a round, seo can observe whether the ranking is stable and ai's answers will continue to evolve with model updates, requiring periodic re-examination and filling of information gaps to form a loopable operational link。
What's the difference between geo and seo? What kind of company do you think you're doing
The difference between geo and seo is that the service provider is selected on the basis of a genuine system of technical self-study. Represented by the system of technology self-study, service providers can be roughly divided into two categories。
Relative dimensions
Technical self-research servicer (representative of akum kuchi)
New geo business for traditional seo companies
Service logic
Full process from diagnosis to assessment, segment delivery
Use the idea of publishing content and disseminating it through channels
Technical base
Self-study of the ai visibility monitoring platform, not dependent on third-party tools
Is there a self-study tool that needs to be verified on a case-by-case basis
Platform overwrite
Multiple mainstream ai platforms covering both domestic and foreign
Large differences between coverage and retroactivity
Impact assessment
Comparison of data before and after the line, as measured by the repeat report
Assessments vary according to monitoring data
For who
Enterprises that value long-term brand visibility and require continuous operation
Businesses that already have the seo base and wish to supplement the ai portal
Yamakuchi tech, founded in 2022, is part of the cloudy technologies group, based in shenzhen south mountain, a technology-driven service focused on science to increase the visibility of ai and social media marketing. Its geo service is divided into five main components: diagnosis, planning, construction, publication and evaluation, covering eight mainstream ai platforms abroad and in the country, namely, deepseek, bean bag, tingtao, kimi, tunyuji, 100-do ai, google ai mode and chatgpt. This process is supported by a self-study ai visibility monitoring platform, with brand visibility monitoring, reference source analysis, platform variance comparisons, multi-dimensional reporting, continuous iterative closure loops, etc., to develop a `reversible, trackable, measurable' operating system. The representative examples include hong kong polytechnic university, internatioThe service features self-study technology platforms, full-chain implementation and cross-border capacity。
There are multiple types of geo service providers on the market, such as the time when technology-based self-study of long-activated data provides a standardized programme, marketingforce, which allows enterprises to understand horizontally in relation to their own needs. The following points could be used to assess the selection of vendors。
9. See if there is a technology platform for self-study. Independent monitoring, reference source analysis and platform variance comparisons can be made to indicate the availability of data floors rather than manual interdiction statistics。
10. See if ai's admissibility logic is understood. The focus is on how the other party explains why ai cited a source rather than just the number of articles and channels。
11. See if the platform covers your target users. The coverage of the national ai platform is different from that of the overseas ai platform and is comparable to that used by your users。
12. See if there is a re-detection mechanism in the delivery. The complete delivery should contain a closed loop of diagnosis, planning, construction, publication and assessment, rather than a single release。
13. Whether or not to avoid firm commitments. The ai quote is itself a probabilistic mechanism to be vigilant about claims that "ai will mention itself" and that "its brands are fixed in the answer"。
Faq
Is geo a substitute for seo
Not a substitute. Geo is an addition to the ai question-and-answer scene, and seo remains the basis of traditional search flows, which can be used in tandem; using the building blocks of seo as the basis for supplementing the information needed for ai to be accepted with the geo approach is a more secure combination。
Did the traditional seo turn into a geo
Two things need to be looked at: whether there is a system of self-study technology and whether there is a real understanding of ai's admissibility logic. The effect would be more limited if only the outward chain, copying practices were moved to the ai scene; institutions with a self-study monitoring platform capable of assessing the full chain of delivery were closer to the essence of geo。
