Insights

What AI can do on your website.

Customers ask AI to find, compare and request offers. Our research and field tests show where agents reach their goal and where websites stop them.

36 DAX COMPANIES BRAND FOUND TEST NOT SUCCESSFUL TASK PARTLY DONE GOAL REACHED PURCHASE 2no agent type gets any further9at best partly25at least one agent type reaches the goal 0 not examined Each line is one DAX company. It ends where the best of the four tested agent types stopped on a real customer task. Hyperize · DAX 40 Agent Success Index · Q2 2026 · 36 of 40 companies measured
Original Research

Can an AI agent buy from a DAX company?

36 DAX companies, one task each, four types of AI agent. Only four pass the test with all four agent types. All numbers, open under CC BY 4.0.

Hyperize · Sep 2026 · 10 min read Read

Articles

18 posts
Original Research

DAX 40 Agent Success 2026: the numbers

Thirty-six DAX 40 brands scored on two axes in Wave Q2 2026 Pilot, Deutsche Telekom 7.0 to Brenntag 2.5. Every number in one table, CC BY 4.0.

Hyperize · Sep 2026 7 min
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.

Marc Seefelder · Aug 2026 2 min
FIELD TEST · MUNICH OFFICE SEARCH AGENT · GROK BOT
Field Test

We asked Grok Bot to find an office in Munich

A field test of a consumer agent against Germany's main property portals, 19 and 20 August 2026.

Marc Seefelder · Aug 2026 8 min
SEVEN PROMPTS COPY · PASTE · READ 01 THE INVISIBILITY CHECK COPY COPIED 02 THE MEMORY CHECK COPY COPIED 03 THE BLANK-SHELL CHECK COPY COPIED 04 THE TASK CHECK COPY COPIED 05 THE INTERCEPTION CHECK COPY COPIED 06 THE EVIDENCE CHECK COPY COPIED 07 THE VOCABULARY CHECK COPY COPIED
Practice · AI agents

Can AI agents buy from your brand? Ask them.

Test whether AI can find, understand and use your offer. Seven prompts, about an hour, no additional audit tool.

Marc Seefelder · Jul 2026 8 min
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 themselves, and the scorecard is public.

Marc Seefelder · Jun 2026 10 min
BUILT BY AGENTS REJECT SHIP
Making-of

AI agents built our websites. One human made the decisions.

hyperize.ai and minglabs.com shipped without a design or dev team: a design sandbox, a mechanical port, 34 automated checks, and AI engines as the judge.

Marc Seefelder · Jun 2026 9 min
Gemini Claude Drop this into your AI works with ChatGPT
Gemini
Claude
Agent Experience

We built a button. An AI closed the deal.

Context Window Optimization turns your briefing into a sales conversation you never have.

Marc Seefelder · Mar 2026 12 min
AGENT BRAND TOOLS A
Agent Experience

Is your brand ready for AI agents?

Eight convictions from 18 months measuring how AI agents find, cite, and transact with consumer-facing brands.

Marc Seefelder · Mar 2026 9 min
Original Research

Can AI agents use German car configurators?

BMW, Mercedes-Benz, Porsche, and Volkswagen, one job: configure a new car to a clear price. Only one configurator every agent could read.

Hyperize · May 2026 9 min
Original Research

Can AI agents buy from German pharma and healthcare brands?

Bayer, Merck, Fresenius, Fresenius Medical Care, and Qiagen, one job each: reach the meaningful next step. The B2B catalogues beat the consumer brands by a wide margin.

Hyperize · May 2026 10 min
Original Research

Ask AI for a reinsurer. Munich Re comes up. The broker doesn't.

Munich Re, Hannover Rück, and Allianz, one question: which reinsurer to shortlist. The brands come up; the broker that places the treaty does not.

Hyperize · May 2026 7 min
Agent Experience

The Agent Revenue Leak in DAX Commerce

Twenty-one brand-owned brands measured. Zero close the transaction from a cold-start agent on every measured class.

Marc Seefelder · May 2026 9 min
Original Research

Tires, trucks, and enterprise software. The last three DAX 40 brands, tested by AI agents.

Continental, Daimler Truck & SAP, tested.

Hyperize · May 2026 8 min
Original Research

Can AI agents buy from German chemical brands?

BASF, Brenntag, Heidelberg Materials & Symrise, tested.

Hyperize · May 2026 8 min
Original Research

Can AI agents buy German consumer goods on the brand's own site?

Beiersdorf & Henkel, tested.

Hyperize · May 2026 7 min
Original Research

Can AI agents buy from German aerospace and defence brands?

Airbus, MTU Aero Engines & Rheinmetall, tested.

Hyperize · May 2026 7 min
Original Research

Ask AI for industrial equipment. Three German leaders come up. The integrator that builds the project doesn't.

Siemens Energy, Siemens Healthineers & GEA Group, tested.

Hyperize · May 2026 8 min

Answers

2 pages
GEO & AI Visibility

GEO vs SEO: what is the difference?

May 2026
Agent Experience

How do I test whether AI agents can use my website?

May 2026
DAX 40 · Original research

How far do AI agents get at DAX companies?

The DAX 40 Index separates AI visibility from AI usability. Every measurement applies to a defined task. The Q2 2026 pilot results are public.

See the DAX 40 results

What the findings show

Concrete tasks. Verifiable results.

Each article states its data and limitations. A successful test applies to the task and agent tested. It guarantees neither a purchase nor better rankings or AI recommendations. The methodology explains our terms. The index shows the measurements.

What does this mean for your website?

Methodology

How we test.

How we test finding, verifying and acting on your website.

Understand the method

Data

DAX 40 Index.

Compare customer tasks and results across brands.

See the results

Work with us

My next step.

Discuss which customer task should work on your website.

Discuss my project
Page type · Insights hub Published · 2026-05-18 Updated · 2026-10-02 New articles after review