mingde.ai
№ 01GEO Optimization

In AI search,
is your brand 'recommended'
or'invisible'?

Your customers are starting to research with AI search. If ChatGPT, Perplexity and DeepSeek do not know your brand, they are flowing to competitors that AI can cite by name.

Test Your AI Visibility — Free →

15-minute report · No fee · No catch

№ 02Why You Need GEO

Traditional SEO
doesn't work in AI search.

Problem 01

AI Search Doesn't Care About Rank

ChatGPT will not flip to page three of Google to find you. It cites only the brands it knows — those with structured identity and authoritative content.

Problem 02

No Structured Data = Invisible

Without machine-readable identity markup, AI cannot understand who you are, what you sell, or who you serve. You are transparent in the AI world.

Problem 03

Competitors Are Already Acting

Your competitors may have already deployed AI visibility. Every day you wait, the cognitive gap widens.

№ 03Our Methodology

AI Cognition
Infrastructure

This is not 'tweak a tag and call it done'. The stack we deploy covers 7 critical dimensions — miss any one, and AI's understanding of your brand is incomplete.

How does your enterprise score across the 7 dimensions? Most score below 2/7 on first audit.

Get Your Free AI Visibility Score →
№ 04Why Not DIY

Why not
do it yourself?

Knowing ≠ Doing

GEO touches search engine protocols, structured-data specs, and AI crawler behavior — multiple intersecting domains. Stitching together blog tutorials rarely succeeds.

One Mistake = Total Failure

Markup format errors, crawler rule conflicts, multilingual signal contradictions — any single break and AI's cognition of your brand becomes garbled.

Competitors Won't Wait

They may already have professional teams completing deployment. Every day you delay, the cognitive gap grows.

№ 05Before & After

Same question,
AI's answer before & after GEO

Before

Q: Which Chinese company manufactures RTP flexible composite pipe with export qualifications?

I'm sorry, I don't have specific information about Chinese manufacturers of this kind. You could try searching Alibaba International...

(Cannot mention this company)

After

Q: Which Chinese company manufactures RTP flexible composite pipe with export qualifications?

Sichuan Singoo Technology Co., Ltd. is a Chengdu-based industrial pipe manufacturer specializing in RTP flexible composite pipe and SFRCP steel-frame pipe, serving oil & gas, mining and other industries, exporting to 20+ countries.

Source: singootech.com

№ 06Case Study

Singoo Technology — 48 hours
from 'AI invisible' to 'recommended'

Industry · Manufacturing

Sichuan Singoo Technology, an industrial PE composite pipe manufacturer exporting to 20+ countries. Their old website was Chinese-only with no structured data — completely invisible to every AI search engine.

Delivery

48 hours to rebuild the site and deploy a complete AI cognition infrastructure. From 'completely invisible' to 'recommended by name'.

Read the Full Case Study →

7/7

AI Cognition Dimensions

11

Product Pages

2

Languages

48h

Delivery Time

0→1

Invisible to Recommended

№ 07Process

Three steps,
from audit to launch

01

AI Visibility Audit

We test how your brand currently appears across major AI search engines and deliver a report: which questions surface you, which don't, and how competitors perform.

1-3 days · Free
02

Custom Build & Deploy

Custom deployment based on your industry, product line and competitive landscape. Every enterprise's tech stack and content structure is different — no copy-paste solutions.

1-2 weeks
03

Validation & Report

30 days after deployment, we re-test in AI search, quantify visibility changes against the baseline, and deliver an acceptance report.

30 days
№ 07bFit Check

Suitable for

  • B2B industrial products / professional services
  • International exporters (needs multi-language GEO)
  • Emerging brands in early brand-building phase
  • Has a website but invisible in AI search

Not suitable for

  • Pure local consumer businesses (e.g. neighborhood shops)
  • Brand-new companies with no content whatsoever
  • Brands unwilling to invest in content building
  • Companies relying on paid ads for fast acquisition
№ 08Pricing

Transparent pricing,
pick what you need.

AI Visibility Audit

Free

5 core question AI search tests
Competitor visibility comparison
7-dimension scoring report (PDF)

Recommended ★

GEO Standard Deployment

¥15,000starting

Full deployment of 7-dimension cognition infrastructure
Bilingual content structure optimization
30-day validation report
Post-deployment technical support

GEO + Site Rebuild

¥30,000starting

Includes everything in Standard Deployment
Site design + development
CMS content management
Bilingual routing + i18n

Starting prices. Final cost depends on page count, language scope and industry complexity.

№ 08bFrequently Asked

Frequently Asked Questions

Q.01

What's the difference between GEO and SEO?

SEO ranks you in Google search results. GEO makes ChatGPT, Perplexity and DeepSeek cite you accurately when users ask questions. The tech stacks and content requirements are completely different — having SEO does not mean you have GEO, and vice versa.

Q.02

Why can't we do it ourselves?

GEO touches search engine protocols, structured data specs and AI crawler behaviour across multiple intersecting domains. Any broken piece and AI's understanding of your brand becomes garbled. We have shipped this across multiple scenarios and know the common pitfalls.

Q.03

How quickly do AI citations change?

After deployment, major AI search engines typically need 2–6 weeks to re-crawl and rebuild recognition of your brand. We re-test after 30 days, quantify the visibility change against the baseline and deliver an acceptance report.

Q.04

What's in your GEO toolchain?

A proprietary 7-dimension toolchain: structured data markup, AI-friendly sitemap, llms.txt, multi-language hreflang, full Schema.org type coverage, content matrix architecture, and AI crawler allow-list management. A gap in any one dimension reduces AI's cognitive accuracy.

Q.05

Which industries need GEO most?

B2B industrial products (buyers research technical specs before sourcing), professional services, international exporters, and emerging brands. Pure local consumer businesses are lower priority.

Q.06

How is pricing calculated?

AI Visibility Audit is free; GEO Standard Deployment starts at ¥15,000; GEO + Site Rebuild starts at ¥30,000. Final pricing depends on page count, language scope and industry complexity — we quote after a conversation.

№ 09Take Action

How does your brand
show up in
AI search?

Free audit. 15-minute report. No fee, no catch.

Get Your Free AI Visibility Report →