What Is GEO (Generative Engine Optimization)? My Perspective on SEO in the Age of AI Search

Many B2B companies face a similar challenge.

Website traffic is not growing as expected.
Inbound inquiries are slowing down.
Paid ads are generating clicks, but not enough qualified leads.
Product pages exist, but they do not clearly support the sales process.
The marketing team is publishing content, but it is not always connected to revenue.

When this happens, companies often ask tactical questions:

Should we invest more in SEO?
Should we increase Google Ads budget?
Should we improve landing pages?
Should we publish more blog content?
Should we remove internal links from LPs to improve conversion rates?

These are all valid questions.

But in B2B marketing, especially for companies selling complex, technical, or high-consideration products, the real issue is often bigger than one channel.

The problem is usually not “SEO or ads.”

The problem is that SEO, paid ads, landing pages, sales activities, email marketing, exhibitions, product information, and customer follow-up are often treated as separate activities.

For B2B growth, they need to work as one connected system.

SEO builds the long-term asset.
Ads create acceleration.
Landing pages convert interest into action.
Sales teams turn inquiries into opportunities.
Content supports the buyer journey.
Events and email marketing create repeated touchpoints.
Analytics show where to improve next.

This is the practical B2B growth framework I recommend.

Why B2B Lead Generation Rarely Comes From One Touchpoint

In B2C marketing, a customer may see an ad, click, compare prices, and purchase within a short period of time.

B2B buying behavior is different.

A potential buyer may first discover a company through search. Later, they may read an application article, download a technical brochure, receive an email newsletter, visit a booth at an exhibition, compare specifications, discuss internally, and then return through branded search before submitting an inquiry.

In other words, the final conversion is often the result of multiple touchpoints.

This is especially true for B2B companies with:

• Technical products
• Industrial equipment
• Scientific instruments
• Software platforms
• Professional services
• Distributor-based sales models
• Long sales cycles
• Multiple decision makers
• High average order values

For these companies, the website should not be just a digital catalog.

It should function as a growth platform.

It should support SEO visibility, paid traffic, sales enablement, customer education, post-event follow-up, and lead nurturing.

1. SEO Should Be Treated as a Long-Term Asset

SEO is sometimes misunderstood as a checklist of technical tasks.

Of course, technical SEO matters.

Titles, headings, internal links, indexability, structured data, page speed, content structure, and crawlability are all important.

But for B2B companies, the bigger question is this:

Does the website contain enough useful information for the buyer?

A strong B2B website should not only include basic product or service pages. It should also include content such as:

• Use case pages
• Application pages
• Industry-specific pages
• FAQ pages
• Technical guides
• Comparison content
• White papers
• Case studies
• Blog articles
• Product selection guides
• Maintenance and support information
• Related product recommendations
• Webinar or event recap pages

In many B2B industries, individual keyword volumes may be small.

However, highly specific long-tail searches can be extremely valuable.

A user searching for a specific technical application, product category, industry problem, or comparison query may be much closer to becoming a qualified lead than someone searching for a broad, high-volume keyword.

That is why B2B SEO should be viewed as asset building.

Each useful page creates another opportunity to be discovered.
Each well-structured article strengthens topical authority.
Each FAQ can answer a real sales question before the user contacts the company.
Each product or application page can support both search visibility and sales conversations.

SEO takes time, but good content can continue working long after it is published.

That is what makes SEO an asset.

2. Ads Are Not a Replacement for SEO

Paid ads are valuable because they create immediate visibility.

If a company wants to promote a priority product, support an exhibition, launch a campaign, test a new market, or capture bottom-of-funnel demand, Google Ads can be highly effective.

However, ads should not be used as a substitute for a weak website.

If the landing page does not clearly explain the value proposition, if the CTA is weak, if the product information is too thin, or if the form asks too much too early, increasing ad spend will not solve the core issue.

It will simply send more traffic into an inefficient conversion path.

Paid ads work best when the destination page is already strong.

A good B2B landing page should:

• Match the user’s search intent
• Explain the product or service clearly
• Show the relevant use cases
• Reduce uncertainty
• Provide enough technical or business context
• Offer a clear next step
• Make the CTA easy to find
• Support both immediate inquiries and early-stage research

For B2B companies, the next step does not always need to be “Contact us.”

It can also be:

• Request a brochure
• Download a technical guide
• Book a consultation
• Request pricing information
• Register for a webinar
• Download a comparison sheet
• Subscribe to a newsletter
• Ask for product selection support

Many B2B buyers are not ready to speak with sales immediately.

But they may be ready to take a smaller step.

This is why I see paid ads as acceleration.

Ads can bring qualified users faster.
But the website still needs to convert them.

3. The Website Should Not Be Just a Catalog

Many B2B websites still function like online brochures.

They list products, specifications, PDF downloads, and contact details.

This is useful, but it is not enough.

A buyer often needs to understand:

What problem does this product solve?
Who is it for?
What applications is it used in?
How does it compare with other options?
What are the technical requirements?
What questions do customers usually ask?
What supporting documents are available?
What related products or consumables may be needed?
What support is available after purchase?
What case studies, papers, or examples support the product?

For complex B2B products, the website should reduce uncertainty before the sales conversation begins.

It should help the buyer feel:

“This company understands my problem.”
“This product may be relevant to my use case.”
“There is enough information for me to continue evaluating.”
“I can contact them with confidence.”

In this sense, a B2B website is not only a marketing channel.

It is also a sales enablement tool.

4. Not All Products Deserve the Same Marketing Investment

Many B2B companies handle multiple products, categories, brands, or service lines.

It is tempting to promote everything equally.

But marketing resources are limited.

In practice, companies should prioritize products based on business potential.

For example, more budget and effort may be allocated to products that:

• Already generate revenue
• Have strong profit margins
• Have clear search demand
• Are strategically important for the sales team
• Connect well with exhibitions or webinars
• Have strong cross-sell or upsell potential
• Are supported by good technical materials
• Have clear differentiation from competitors

This does not mean ignoring all other products.

A balanced approach is usually best.

Priority products should receive focused investment.
Other products should continue receiving baseline updates and content improvements.

This creates both short-term focus and long-term coverage.

A practical approach might be:

• Deep optimization for 3–5 priority products
• Regular content updates for secondary products
• Ongoing internal linking across related categories
• Sales feedback used to update pages
• New content planned around campaigns, events, and product priorities

The goal is not to do everything at once.

The goal is to allocate effort where it is most likely to create business impact.

5. Conversion Optimization Is Not Just About Removing Links

A common landing page question is:

Should we remove internal links to improve conversion rates?

The answer depends on the purpose of the page.

For dedicated ad landing pages, reducing unnecessary navigation and distractions can be effective. If a user comes from a highly specific ad, the page should guide them toward one clear action.

However, for SEO pages and technical product pages, removing too many internal links can be risky.

B2B buyers often need to explore related information before they convert.

They may want to see:

• Related products
• Technical specifications
• Application examples
• FAQs
• Case studies
• Support information
• Consumables or accessories
• Downloadable resources

If those paths are removed, the user may leave instead of converting.

The better question is not:

Should we remove links?

The better question is:

Which links help the buyer move closer to a decision?

Conversion optimization should prioritize the right actions.

That may include:

• Making the primary CTA more visible
• Placing CTAs at multiple points on the page
• Reducing irrelevant links near the CTA
• Keeping useful internal links that support evaluation
• Adding brochure download or consultation options
• Improving form usability
• Testing different CTA wording
• Using heatmaps and session recordings to identify friction

In B2B, conversion optimization should support the buyer journey, not interrupt it.

6. Sales Insights Are One of the Best Sources of SEO Content

In many B2B companies, the sales team has the best raw material for content.

Sales teams know:

• What prospects ask
• What objections come up
• Why deals are won or lost
• Which competitors are mentioned
• Which products are easier to sell
• Which industries are showing demand
• What buyers misunderstand
• Which use cases are most persuasive

This information should feed directly into SEO and website improvement.

Common sales questions can become FAQ content.
Objections can become comparison articles.
Successful sales stories can become case studies.
Technical explanations can become guide pages.
Exhibition conversations can become blog topics.
Sales materials can become web content.

When sales and marketing are disconnected, the website often becomes generic.

When they are connected, the website becomes much more relevant to the real buyer journey.

For B2B companies, SEO should not be planned only from keyword tools.

It should also be planned from actual customer conversations.

7. Events, Email, and Follow-Up Should Connect Back to the Website

Exhibitions, conferences, seminars, and webinars are still important for many B2B companies.

But their value increases when they are connected to the website.

Before an event, a company can publish pages introducing the products or solutions that will be featured.

During the event, QR codes can guide visitors to specific landing pages, brochures, technical guides, or consultation forms.

After the event, follow-up emails can link to product pages, webinar recordings, application articles, case studies, or downloadable materials.

The same applies to email newsletters.

A newsletter should not only announce products.

It should guide readers to useful content on the website.

This creates repeated touchpoints.

And repeated touchpoints matter in B2B because the buying cycle is often long.

A user may not inquire today.
But they may remember the company when the timing becomes right.

8. Existing Customers Are Also a Growth Opportunity

B2B growth is not only about acquiring new leads.

Existing customers can also create significant opportunities.

If a customer already uses one product or service, they may also need:

• Related products
• Accessories
• Consumables
• Replacement parts
• Maintenance
• Training
• Upgrades
• Support services
• Additional solutions for other departments or use cases

The website should make these relationships clear.

Product pages should link to related products.
Support pages should explain maintenance options.
Email campaigns can introduce relevant add-ons.
Sales teams can use website content as follow-up material.
Existing customers should be able to discover what else is available.

This supports cross-sell and upsell.

It also improves customer experience.

A good B2B website should help both new prospects and existing customers.

9. Analytics Should Go Beyond Traffic

Traffic is important.

But traffic alone does not tell the full story.

B2B companies should also look at behavior and conversion quality.

Useful questions include:

Which pages generate inquiries?
Which pages get traffic but no conversions?
Where do users drop off?
Do users scroll far enough to see the CTA?
Which buttons are clicked?
Which forms are started but not completed?
Which products generate qualified leads?
Which content supports assisted conversions?
Which channels generate high-quality inquiries?

Tools such as Google Search Console, Google Analytics, heatmaps, and session recordings can help identify improvement opportunities.

For example, a page may have traffic but low conversions because:

• The CTA is too low on the page
• The value proposition is unclear
• The page lacks technical detail
• The inquiry form is too long
• Users need a lower-commitment option
• The page is ranking for the wrong intent
• The internal links are distracting
• The page does not answer key decision-stage questions

Without behavioral data, companies are often guessing.

With behavioral data, optimization becomes much more practical.

10. A Practical B2B Growth Framework

For B2B companies, I summarize the framework this way:

SEO builds long-term visibility.
Ads create immediate traffic.
Landing pages convert interest.
Content educates buyers.
Sales insights improve messaging.
Events create real-world touchpoints.
Email nurtures prospects.
Existing customers create cross-sell and upsell opportunities.
Analytics reveal what to improve next.

None of these should operate in isolation.

A practical workflow might look like this:

1. Identify priority products or services
2. Improve key product and landing pages
3. Build SEO content around use cases and buyer questions
4. Use paid ads to accelerate traffic to priority pages
5. Add lower-friction conversion options such as downloads or consultations
6. Use sales insights to improve messaging and FAQs
7. Connect exhibitions, webinars, and email campaigns back to the website
8. Track behavior, conversions, and lead quality
9. Continue updating and expanding the site over time

This is how a B2B website becomes more than a website.

It becomes a growth platform.

Final Thoughts

For B2B companies, SEO should not be viewed as a one-time optimization project.

It is an asset-building activity.

Every useful page, technical explanation, FAQ, case study, application note, and product update can strengthen long-term visibility and credibility.

At the same time, paid ads should not be dismissed.

Ads are useful when speed, testing, campaign support, or immediate demand capture is needed.

The key is understanding the role of each channel.

SEO is the asset.
Ads are the acceleration.
Landing pages are the conversion point.
Sales and marketing alignment turns interest into revenue.

B2B growth does not come from one tactic alone.

It comes from connecting the system.

Need Support With B2B SEO or Japan Market Content?

I support companies and agencies with Japan SEO, SEO content strategy, localization, keyword research, landing page optimization, and organic growth planning.

If your B2B website needs to generate more relevant traffic, support sales conversations, or become a stronger information platform for the Japanese market, I can help you identify what to improve and where to prioritize.

Feel free to get in touch to discuss your project.