After Tencent Boosts Ad Revenue with AI, Should Companies Prioritize 'Being Mentioned by AI' or 'Conversions Driven by AI' When Pursuing GEO?

Tencent's use of AI to increase ad revenue shows that 'being seen by algorithms' is becoming more valuable. So when it comes to GEO, should companies first pursue AI mentions or conversions driven by AI? This article clarifies the priorities, methods, and implementation order.

发布于 2026年8月13日generalGEO 评分: 09 次阅读
Tencent AI advertising revenueGEOBeing mentioned by AIDeals driven by AIAI search optimizationGenerative engine optimizationAI referral trafficBrand visibilityConversion pathWe0 AI
This image features content related to WeO.ai platform on Tencent AI Ads, focusing on the question of 'AI Mentions vs. AI Conversions — which goal should businesses prioritize for GEO?' The image presents a split-column comparison, with AI Visibility-related content on the left and AI Conversions-related content on the right. The left side shows examples of brand content 'being mentioned by AI,' while the right side displays AI conversion data, corresponding to outcomes such as 'more leads, higher ROI, and revenue growth,' along with a conversion figure of 3,248 and a 38% increase.

Tencent Uses AI to Boost Ad Revenue—Should Businesses Prioritize "Being Mentioned by AI" or "AI-Driven Conversions" in GEO?


The Bottom Line First

If I had to choose only one to start with, I'd say: Prioritize "being mentioned by AI."

But note—not the kind of empty mention.

It's not "appearing in the answer means winning."
It's "appearing in the answer, and being able to keep leading people into the conversion path."

These two things have a sequence in order, but in execution, it's best to do both simultaneously.

Because in the era of AI search and GEO, the real funnel has changed:

Before Now
See search results first, then click into the website See the AI answer first, then decide whether to click
Get traffic first, then talk about conversion Get mentioned first, then talk about being chosen
SEO focuses on rankings GEO focuses on "being cited, recommended, and remembered"

So the question isn't "which one to choose."
More precisely, it is:

First put yourself into AI's answers, then pave the conversion path behind those answers.

That's the right approach.


Why Tencent's Move Is Worth Paying Attention To

Tencent recently boosting ad revenue with AI actually sends a very direct signal to the market:

AI is not just an efficiency tool—it's already rewriting how business distribution works.

In the past, ad growth was about traffic, budget, and click-through rates.
Now there's an added layer: AI helps you filter out "the people most likely to buy."

What does this mean?

It means that when doing GEO, businesses shouldn't just fixate on "being mentioned by AI," but they also can't go the opposite way and only chase conversions from the start.

Because without visibility, there's no entry point for conversions.

Without a conversion path, visibility is just noise.

AI mentioning you is the entry point.
AI driving conversions is the result.

Entry point and result cannot be conflated.


Why Many People Get GEO Wrong

Nowadays, when many businesses talk about GEO, they immediately ask:

  • Should I make AI able to find me?
  • Should I make large models cite me?
  • Should I make my brand name appear in answers?

All of these are correct.

But if you stop there, a very common awkward situation usually occurs:

Being mentioned, but no conversions.

The reason is simple:

  1. AI mentions are on the "information level," not the "conversion level"
  2. After reading the answer, users may still compare prices, search further, ask friends, or look at case studies
  3. If the brand doesn't have landing pages, case pages, FAQs, pricing pages, and action entry points, AI is just giving you exposure

So GEO is not a reskin of old SEO.
Nor is it as simple as "getting AI to say nice things about you."

It's more like a new distribution logic:

Being seen → Being trusted → Being clicked → Being inquired → Being converted

Miss any stage, and the chain breaks.


So Which One Should You Chase First?

My assessment is: In terms of priority, chase "being mentioned by AI" first; in terms of strategy, you must design the "conversion path" simultaneously.

Why?

Because "being mentioned by AI" is more like a precondition.

You have to enter the candidate pool first before AI can recommend you.

But "conversion" is what businesses ultimately want.

So the safest approach is:

Layer One: Let AI Know Who You Are First

  • Website and brand information should be clear
  • Core business messaging should be consistent
  • Products/services/case studies/FAQs should be structured
  • Third-party verifiable information should be in place

Layer Two: Make AI Want to Mention You

  • Content should be written around real questions
  • Pages should cover high-intent queries
  • Language should be natural, not keyword-stuffed
  • Sources should be credible, citations complete

Layer Three: Let Users Keep Moving Forward After Asking

  • Landing pages should have clear CTAs
  • Case studies and reviews should address doubts
  • Forms, DMs, bookings, and trial paths should be short
  • Pricing, delivery, process, and boundaries should be clearly stated

The first two layers solve "being seen."
The third layer solves "being bought from."


In Simpler Terms

If you only chase "being mentioned by AI," you might end up with a bunch of pretty but empty exposure.

If you only chase "AI-driven conversions" but don't even qualify for being mentioned, you can't even get a ticket in.

So the most realistic sequence is:

Secure your place first, then convert.

It's not an either/or.
It's a sequential coordination.


A Practical GEO Implementation Sequence for Businesses

The following sequence is more practical.

Stage Goal Key Actions What to Measure
1 Build visibility Cover brand terms, category terms, and question terms Whether AI mentions you
2 Build credibility Case studies, comparisons, FAQs, third-party sources Whether AI is willing to cite you
3 Build conversion Landing pages, pricing pages, consultation pages, forms Whether users take action
4 Build compounding Continuous content, monitoring, review, optimization Whether it consistently generates leads

The problem with many businesses is that they haven't even finished stage one, yet they're rushing to calculate conversions.

That's not realistic.

Because customer acquisition in the AI era isn't "publish one piece of content and close a deal."
It's "enter the answer first, then enter the choice set, then enter the transaction."


Why "Being Mentioned by AI" Is the Top Priority

Because it determines whether you're qualified for the next step.

In traditional SEO, rankings are the ticket.

In GEO, being mentioned by AI, cited by AI, and recommended by AI is the ticket.

And this ticket isn't purely traffic-based—it's closer to a "mind-share entry point."

Once users repeatedly see you in AI answers, when they later click through, the resistance to conversion drops significantly.

This is especially evident in many industries:

  • B2B SaaS
  • AI tools
  • Consulting services
  • Overseas website building
  • Local services
  • Education and training
  • Brand websites

In these businesses, users rarely buy the first time they see you.
They keep verifying.
And AI mentions help you complete part of the filtering process in advance.

So "being mentioned" is not a vanity metric.
It's trust-building in advance.


But Why "Conversions" Can't Be Deferred Too Long

Because as long as you stop at "being mentioned," you can easily become:

  • Exposure without revenue
  • Buzz without leads
  • Mentions without orders

This is also why many content strategies fail.

Content people like to look at "citation rates."
Business people only look at "whether customers are coming."

Both perspectives are valid, but you can't pick just one.

What you need is:

Visibility metrics + Conversion metrics

For example:

  • Whether AI mentions the brand
  • Whether AI cites website content
  • Click-through rate after AI recommendations
  • Consultation rate after landing on the site
  • Conversion rate after lead capture

Don't turn GEO into "brand self-gratification."


Why We0 AI Is Suitable for This

This is also why

Where We0 AI Really Matters

We0 AI doesn't just help you build a website.
It helps you turn your showcase site into a growth asset.

In other words, it doesn't just care about whether your site is live—it cares about:

  • Whether AI can recognize you
  • Whether search and GEO can drive traffic to you
  • Whether your case studies and services can capture demand
  • Whether you can turn traffic into leads

This is what sets it apart from many simple website builders.

Building the site is just the starting point.
Being mentioned by AI, chosen by users, and converting into business—that's the destination.

For businesses, this is the most critical chain:

Build -> Showcase -> Grow -> Leads

Build first, then showcase, then grow, then capture leads.

That's the complete loop.


Content that works for GEO isn't about "writing more"—it's about "writing to be used"

If you want AI to mention you, content can't just chase volume.

It has to be something AI can actually read, extract, categorize, and cite.

Start by prioritizing these pages:

  • Homepage
  • Product/Service pages
  • Industry solution pages
  • Case study pages
  • FAQ pages
  • Comparison pages
  • Pricing pages
  • Resource/Knowledge base pages

What these pages have in common:

They all answer questions.

And what AI loves most is content that answers questions.

Not the kind that says "we're professional, we're strong, we're innovative."

But rather:

  • Who you are
  • What problems you solve
  • Who you're for
  • How you're different from others
  • How you deliver
  • Whether you can actually execute

The more specific you are, the more likely you'll be cited.


A very practical way to judge

If you're starting GEO now, ask yourself one question:

After AI mentions me, where should the user go next?

If the answer is "just browse the website," that's not enough.

If the answer is "go to a page with case studies, explanations, and a CTA," then you're on the right track.

That's the difference.

The goal of GEO isn't to bring people to the door.
It's to bring people to the place where they can make a decision.


Let's compress that into one sentence

When businesses approach GEO, don't pit "being mentioned by AI" against "converting leads from AI."

The correct sequence is:

First get AI to mention you, then get users to buy from you.

If you only do the former, you'll get attention without results.
If you only do the latter, you'll have no entry point.

Do both together, and that's the path to sustainable outcomes.


FAQ

1. What's the difference between GEO and SEO?

SEO focuses more on traditional search rankings; GEO focuses more on visibility, citation, and recommendation within AI-generated answers.

2. When starting GEO, should a business focus on exposure or conversions first?

Exposure first, but don't stop at exposure. The right approach is to track exposure, citation, clicks, lead capture, and conversions together.

3. Does "being mentioned by AI" really have value?

Yes—and it's front-end value. It determines whether you get a chance to enter the user's consideration set at all.

4. Why do many GEO efforts fail to generate conversions?

Because content gets exposure, but the pages don't convert—users finish reading and don't know what to do next.

5. What can We0 AI do for GEO?

We0 AI helps you turn your showcase website into a growth asset that can be found through search, recognized by AI, and capable of capturing leads.


Related Tools


Ready to get started?

If you're working on GEO right now, don't just focus on "being mentioned by AI."

What matters more is: after being mentioned, can users actually make their way to you?

If you want to bring your website, content, SEO, GEO, and lead capture into one unified chain, that's exactly what We0 AI does.


Summary

Being mentioned by AI is the beginning.
The conversions AI brings are the result.

The best sequence for businesses doing GEO isn't choosing one over the other—it's:

Secure your place first, then convert.