SEO Before the AI Wave: 8 New Signals for Marketers

SEO trước làn sóng AI: 8 tín hiệu mới cho marketer

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Nội dung
  1. AI agents still don’t “read” B2B pricing pages well
  2. ChatGPT users are now mostly non-English
  3. Google pushes recipe links to the top of AI Mode answers
  4. Google’s AI Mode is becoming more publisher-friendly for recipe content
  5. Google Search Console hits its first Generative AI reporting bug
  6. International SEO is rethinking content ownership and governance
  7. High CTR does not necessarily mean ads are performing well
  8. Meta description writing still needs to be updated for today’s search reality
  9. A perspective for the Vietnamese market
  10. References

AI is simultaneously changing how users search, how Google displays content, and how SEO teams measure performance. For Vietnamese marketers, this is no longer a technology experiment but a direct shift in traffic, CTR, measurement, and content strategy.

AI agents still don’t “read” B2B pricing pages well

According to Search Engine Journal, a new report shows that AI agents struggle to read and understand pricing information on B2B websites. This has very practical implications: if pricing tables, service packages, or sales terms are presented too complexly, machines may misinterpret or miss important data.

For SEO and content, this is a reminder that content structure still matters a great deal. Pricing pages should be clear, consistent, use simple language, and prioritize fast scannability for both people and machines. Source: Search Engine Journal.

ChatGPT users are now mostly non-English

Search Engine Journal says ChatGPT’s user base has now become mostly non-English. This is a notable signal for international SEO teams, as demand for searching, asking questions, and consuming content in local languages is rising sharply.

ChatGPT users are now mostly non-English
ChatGPT users are now mostly non-English

The key point is that the opportunity is not limited to translation. Instead of simply copying English content into Vietnamese, brands need to localize in the way Vietnamese users actually search, compare, and make decisions. Source: Search Engine Journal.

Search Engine Journal notes that Google is placing recipe links at the top of AI Mode responses. This shows Google is still trying to maintain a connection between generative answers and the original publishing source, rather than simply “summarizing and keeping users there.”

Google pushes recipe links to the top of AI Mode answers
Google pushes recipe links to the top of AI Mode answers

For food and how-to content websites, this signal reinforces the value of optimizing article structure, clear titles, relevant visuals, and content data that is easy to cite. Source: Search Engine Journal.

Google’s AI Mode is becoming more publisher-friendly for recipe content

Search Engine Land also reports a similar shift: Google is making the recipe section in AI Mode more publisher-friendly. In other words, Google appears to be trying to balance a fast-answer experience for users with sending traffic back to original pages.

Google’s AI Mode is becoming more publisher-friendly for recipe content
Google’s AI Mode is becoming more publisher-friendly for recipe content

For SEO, this is a signal that industries with process-based content, step lists, or instructional recipes still have opportunities if they can build content clearly enough for AI to understand and cite correctly. Source: Search Engine Land.

Google Search Console hits its first Generative AI reporting bug

Search Engine Roundtable reported that Google Search Console recorded its first logging bug related to Generative AI reporting on June 24, 2026. The issue may reduce clicks and impressions in Discover reports, and reduce impressions in Generative AI reports within Discover.

Google Search Console hits its first Generative AI reporting bug
Google Search Console hits its first Generative AI reporting bug

This reminds SEOs that when unusual data appears, they should check official notices and system context before concluding that a campaign is declining. In the age of AI reporting, reading data requires more caution than ever. Source: Search Engine Roundtable.

International SEO is rethinking content ownership and governance

According to Search Engine Land, AI search is forcing global SEO teams to reconsider how ownership is divided across markets. As AI systems can translate, synthesize, and reuse information across borders, the line between country-specific websites and global strategy is no longer as clear as before.

International SEO is rethinking content ownership and governance
International SEO is rethinking content ownership and governance

This makes factors such as hreflang, localization, technical SEO, and content governance more important, not less. The issue is no longer just who publishes the article, but who controls the message, the data, and how AI interprets the content. Source: Search Engine Land.

High CTR does not necessarily mean ads are performing well

Search Engine Journal highlights an important point: in 2026, a high CTR does not automatically mean ad performance is strong. As modern bidding strategies and AI intervene more deeply in delivery, click metrics may look better without fully reflecting conversion quality.

High CTR does not necessarily mean ads are performing well
High CTR does not necessarily mean ads are performing well

For marketers, the lesson is to look beyond CTR: check CPA, conversion quality, actual revenue, and long-term impact. SEO and paid media are both under the same pressure to measure what truly creates value. Source: Search Engine Journal.

Meta description writing still needs to be updated for today’s search reality

Search Engine Journal argues that meta descriptions should not be seen as outdated, but rather rewritten for the current search context and the way Google displays snippets. The goal is not only to avoid Google rewriting them, but also to increase the chance of controlling the displayed message to improve CTR.

Meta description writing still needs to be updated for today’s search reality
Meta description writing still needs to be updated for today’s search reality

The main message is clear: meta descriptions are still useful if they accurately reflect the page content, help users understand quickly, and match search intent. This is one of those small on-page SEO details that can still have a significant impact on click-through rates. Source: Search Engine Journal.

A perspective for the Vietnamese market

The news above shows that SEO is entering a phase where machine readability and message control matter as much as keyword optimization. For the Vietnamese market, businesses should prioritize three things:

A perspective for the Vietnamese market
A perspective for the Vietnamese market
  • Standardize content structure so AI and search engines can understand it easily: clear titles, simple tables, consistent language.
  • Localize content instead of translating it literally, especially for B2B, finance, education, and e-commerce products.
  • Measure beyond CTR by combining traffic, conversions, and lead quality to avoid misjudging performance.

In short, SEO is not disappearing in the AI era; it is shifting from optimizing for search engines to optimizing for both search engines and intelligent answer systems. Those who prepare early will have a clear advantage as search behavior continues to change.

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This article focuses on SEO news with a perspective for the Vietnamese market.

References

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