Behind every AI agent is a person with a budget

Be the brand
AI agents use.

We make your website work for AI, from finding answers to placing orders.

See how agents see my brand Free snapshot · your score in 48h

Built by the team behind enterprise AI at Bosch, MANN+HUMMEL, EnBW, TÜV SÜD, and Wacker Chemie

BOSCH
MANN+HUMMEL
EnBW
TÜV SÜD
Wacker Chemie
AGENT ENABLEMENT

Built to do business.

We build your Agent Surface: pages, data and tools that help AI find you, recommend you and act for your customers.

Discovery · radius
— 01

Be found.

We build structured pages and matching data so agents can find and understand your business.

Discovery layer →
Agent · shortlist
— 02

Be recommended.

We turn your expertise and evidence into clear answers that help AI recommend you.

Recommendation layer →
Commerce · handshake
— 03

Do business.

We build functions that let agents get quotes, book and buy, within your rules.

Commerce layer →
The architecture

How AI uses your website.

Pages, matching JSON data and tools. One Agent Surface for people and AI.

Shopping agents · Shop
Service agents · Help
Research agents · Find
Recruiting agents · Hire
Agent Surface
Reference pages

Product facts agents can check

Answer pages

Answers to customer questions

Concept pages

Clear explanations of your field

Indexes

Guides to the right pages

Facts
Checks
Questions
Sources
Agent tests
The system
Agent Surface

We build structured pages, matching JSON data and functions agents can use. People and their assistants work with the same facts and tools. Read the methodology .

Agent Fleet

We test how agents find your business, check your offer and complete tasks. This powers the Agent Success Score and DAX 40 Index .

Foundation

We connect your facts, sources and tools, then check that pages and data stay consistent.

We test the whole surface and improve what agents cannot understand or use.

The gap

Where AI gets stuck.

Your website has a new visitor: AI.

Step 1

Not found

The buyer asks AI for a supplier. Your website never enters the answer.

Step 2

No proof

AI finds your claims but cannot verify them. Another supplier has clearer evidence.

Step 3

Cannot act

The buyer is ready. Your booking, quote or order form stops their assistant.

From the field

What people say

Mood imagery · Advisory voice · Telecom · DEMood imagery · Digital lead · Automotive supplier · DEMood imagery · Brand strategy lead · Global chemicals · DE

On becoming the answer

"I went in and searched for solutions for the Mittelstand myself. The brand barely shows up, while a whole list of competitors do. I'm a complete believer. There's real potential here."
Advisory voice · Telecom · DE
The agent surface

Make your business part of your customers’ AI.

Industry voice · September 2026
“People reach your service just by asking for it, and their agent takes it from there.”
Mark Zuckerberg · Founder & CEO, Meta ↗

We build the pages, data and integrations that let customers find products, compare options and request quotes through their AI assistants.

Tools and protocols

Connect your business with

  • ChatGPT / dots
  • Microsoft Copilot
  • Claude
  • Gemini
  • Muse by Meta
  • Perplexity
  • Grok Bot
  • OpenClaw
  • Hermes Agent
Free snapshot

Can AI find and use your website?

Your free report in 48 hours.

Free. No commitment. No sales call.
  • Where AI finds your business
  • When AI recommends you
  • Which tasks AI can complete
  • How you compare with the DAX 40
DAX 40 · Agent Success Score · ADS 3.4 ▼ 0.7 · AIR 3.6 ▼ 0.5 · ALV 3.2 ▼ 0.9 · BAS 4.1 · BAYN 3.1 ▼ 1.0 · BEI 4.1 · BMW 3.0 ▼ 1.1 · BNR 2.5 ▼ 1.6 · CBK 4.8 ▲ 0.7 · CON 3.6 ▼ 0.5 · DBK 4.9 ▲ 0.8 · DHL 6.5 ▲ 2.4 · DTE 7.0 ▲ 2.9 · DTG 3.7 ▼ 0.4 · ENR 4.6 ▲ 0.5 · EOAN 3.7 ▼ 0.4 · FME 4.7 ▲ 0.6 · FRE 4.6 ▲ 0.5 · G1A 4.1 · G24 3.5 ▼ 0.6 · HEI 3.6 ▼ 0.5 · HEN3 4.1 · HNR1 4.4 ▲ 0.3 · IFX 6.2 ▲ 2.1 · MBG 4.0 ▼ 0.1 · MRK 5.2 ▲ 1.1 · MTX 4.8 ▲ 0.7 · MUV2 4.2 ▲ 0.1 · QIA 6.8 ▲ 2.7 · RHM 3.7 ▼ 0.4 · SAP 3.1 ▼ 1.0 · SHL 4.0 ▼ 0.1 · SIE 5.6 ▲ 1.5 · SY1 4.5 ▲ 0.4 · VNA 4.4 ▲ 0.3 · VOW3 4.1 · ZAL 3.5 ▼ 0.6 · DAX 40 · Agent Success Score · ADS 3.4 ▼ 0.7 · AIR 3.6 ▼ 0.5 · ALV 3.2 ▼ 0.9 · BAS 4.1 · BAYN 3.1 ▼ 1.0 · BEI 4.1 · BMW 3.0 ▼ 1.1 · BNR 2.5 ▼ 1.6 · CBK 4.8 ▲ 0.7 · CON 3.6 ▼ 0.5 · DBK 4.9 ▲ 0.8 · DHL 6.5 ▲ 2.4 · DTE 7.0 ▲ 2.9 · DTG 3.7 ▼ 0.4 · ENR 4.6 ▲ 0.5 · EOAN 3.7 ▼ 0.4 · FME 4.7 ▲ 0.6 · FRE 4.6 ▲ 0.5 · G1A 4.1 · G24 3.5 ▼ 0.6 · HEI 3.6 ▼ 0.5 · HEN3 4.1 · HNR1 4.4 ▲ 0.3 · IFX 6.2 ▲ 2.1 · MBG 4.0 ▼ 0.1 · MRK 5.2 ▲ 1.1 · MTX 4.8 ▲ 0.7 · MUV2 4.2 ▲ 0.1 · QIA 6.8 ▲ 2.7 · RHM 3.7 ▼ 0.4 · SAP 3.1 ▼ 1.0 · SHL 4.0 ▼ 0.1 · SIE 5.6 ▲ 1.5 · SY1 4.5 ▲ 0.4 · VNA 4.4 ▲ 0.3 · VOW3 4.1 · ZAL 3.5 ▼ 0.6 ·
Original Research

We measured it.

How well Germany's leading brands let AI agents succeed.

Sector AI Visibility Score AI Usability Δ
Real Estate
0.0
92
Insurance & Finance
0.9
80
Pharma & Healthcare
2.1
68
Utilities
1.7
64
Tech & Telecom
4.4
63
Automotive
4.8
52
Industrials
5.8
45
Consumer & Retail
2.8
10
Chemicals & Materials
0.7
7

"Agent success is not one thing. The deeper you look, across departments, countries, business units, the more the picture changes. Most companies don't know where their blind spots are. We do."

Sebastian Mueller

Sebastian Mueller

Co-Founder, MING Labs
Original Research

See how all 37 scored.

Names, ranks, sector breakdowns — the full DAX 40 Agent Success Index.

Explore the index →
Insights

Latest thinking

Original Research

Can an AI agent buy from a DAX company?

36 companies, four agent types, one task. Only four pass the test with all four.

THE PROOF FLYWHEEL NOT CITED CITED
Operating Model

We Automated Our Content. ChatGPT Decides If It Worked.

Most content systems grade their own homework. Ours is graded by the AI engines, and the scorecard is public.

State-certified R&D · 2026
Company News

Hyperize Receives the BSFZ Seal for In-House R&D.

How do AI agents decide which brands they trust? Germany's BSFZ now formally recognizes the work behind Hyperize as in-house R&D.

All insights
Who We Are

Built by MING Labs.

Hyperize is a MING Labs venture. Fifteen years of building digital products, now building the surface AI agents use.

15 years shipping
€50M+ delivered projects
40+ enterprise clients
0 VC dollars
BSFZ Seal 2026: state-certified in-house research and development

In-house R&D. Certified by the German state.

The BSFZ carries out the formal R&D assessment under Germany's Research Allowance Act. It examined the project behind the Hyperize platform and confirmed: it qualifies as R&D under federal law.

BSFZ Seal 2026 · Issued to MING Labs GmbH · What the BSFZ seal certifies ↗

Bootstrapped. Profitable. Still here.

Stripe built SDKs for developers.
We build infrastructure for agents.

Pricing

Start free. Go deep.
Build with us.

Agent Success Audit
€1,900

See how agents see your brand. No commitment to build.

  • Five-agent fleet test across your category
  • Agent Success Score: AI Visibility, AI Usability and supporting evidence
  • DAX 40 peer comparison — where you rank
  • White space map — positions no brand has claimed
  • 45-min findings review with founders
Request audit
Recommended 5 slots this quarter
Founding Client
€4,500 founding rate

Audit + build. Make your brand the one agents use.

Everything in the audit, plus:

  • Evidence architecture on your domain — structured claims agents can verify and cite
  • Agent Success build, your existing tools (calculators, finders, booking) made agent-usable
  • Category positioning strategy with competitive map

And:

  • Direct founder access for 90 days
  • Founding pricing locked for 12 months
Apply for founding program
See What You Get

See what you get.

Step 1

Free snapshot

Where you stand, where you're invisible, what to fix first. Free. 48 hours.

7.2
AI Visibility
AI Usability
vs. DAX 40 peers
Step 2

Agent Success Audit

You see where agents find you, which facts they miss and which tasks fail. We agree what to build first.

Agent Matrix
5 phases 9 gaps
Find Understand Use Act Close
Gap
Partial
Pass
Step 3

Agent Surface

Structured pages, matching JSON data and usable functions. Built on your website and tested with agents.

Verified by 5 / 5
ChatGPT
Gemini
Claude
Copilot
Perplexity

Start with the snapshot. It's free.

Process

What happens
after you say yes.

WEEK 1 First tests We test how agents find, understand and use your website. Real customer questions and tasks set the scope.
WEEK 2 Findings You see what agents can read, verify and do. We agree which pages, data and functions to build.
WEEK 3–4 Build We build structured pages, matching JSON data and usable functions. Your team approves them before publication.
DAY 30 Proof Same questions. Same tasks. We test the new surface and fix what still fails.

Timing depends on the agreed build. We repeat the same tests to show progress and remaining gaps. Recommendations and sales are not guaranteed.

FAQ

Your questions.

What do you build?
Your Agent Surface: structured pages, matching JSON data and functions agents can use. We write the content, build the pages and connect the tools. Then we test whether agents can work with them.
Can you guarantee recommendations?
No. AI services choose their answers. We build the surface they need to find, check and use your business, then show what changed.
How do we see the results?
We test real customer questions and tasks before and after the build. You see what agents find, understand and complete.
Do we need a new website?
Your website stays. We build the pages, data and functions it needs for agents to work with your business. People and AI use the same facts and rules.
What does the free check show?
Whether AI can find your business and complete a task on your website. You get the findings within 48 hours, with no commitment.
Can agents take action too?
Yes. We build functions for tasks such as getting a quote, making a booking or placing an order. Agents use them within the permissions you set.
Who does the work?
We build the agreed pages, data and functions, then test and improve them. Your team provides business knowledge and approves publication. Scope and ongoing work are agreed before we start.
Where does WebMCP fit?
WebMCP is one way for agents to use your website’s functions. We build those functions and choose the connection that fits the task.

Let AI do business with you.

Let AI find your business, check the facts and take action. We build the pages, data and functions it needs.

Start with a free check of your website.

Free snapshot See your score in 48 hours Agent success audit €1,900 Founding program €4,500

Matthias or Sebastian will respond personally.