Industrial Manufacturers · Visible across 4 LLMs

GEOLYZER models your product portfolio in the , captures the along the and makes measurable in ChatGPT, Perplexity, Google AI Mode and Claude.

GEO Engineering · Industrial Manufacturers

GEO engineering with measurable value for specification-driven manufacturers. GEOLYZER connects system profile, reference projects and standards signals so your company appears in AI answers consistently, credibly and close to the planner — as the default recommendation.

AI-first research 49%

of specifiers and buyers will start their manufacturer research in 2026 with an AI query before requesting a data sheet

Source · Hochschule Bochum · Industrial Buyer Study 2026
Answer slots 2–4

manufacturers are named in a generative answer instead of 10 blue links — visibility becomes a scarce surface

Source · VisibleIQ B2B AI Citation Study 2026 · 2,391 citations / 4 platforms
Citation bonus 3 ×

stronger correlation of brand mentions with AI visibility than classic backlinks — clear system and standards anchoring matters

Source · Princeton/Georgia Tech GEO Research 2024 · Ahrefs AI Citation Analysis 2026
Sales cycle 6–24mo

complex industrial sales · specification through award phase, inspiration layer is decisive early

Source · Gartner B2B Buying Cycle Report 2026 · Industrial
Case study · pilot data Q4 2025 → Q1 2026

Wood-hybrid facade manufacturer DACH · Mention Rate from 8 % to 54 % in 90 days after initial modeling in the cluster 'ventilated rainscreen facades · wood-hybrid · school and administrative buildings'.

Mention Rate · cluster 'VRF wood-hybrid school construction DACH'
Before 8 % After 54 %
Citation Rate · trade sources (DETAIL, BauNetz, Heinze)
Before 3 / 16 After 13 / 16
Persona coverage · specialist planners / architects / buyers
Before 1 / 5 After 4 / 5
Top-3 rate · specification prompts
Before 0 / 12 After 8 / 12
Our classic marketing relies on trade fairs, field sales and trade journals. We underestimated how often specialist planners now do their pre-research in ChatGPT or Perplexity before even talking to our field sales. GEOLYZER showed us in which wood-hybrid answers we simply weren't appearing — and where we need to sharpen standards anchoring and reference communication.
Head of marketing & specification sales Mid-sized facade manufacturer · wood-hybrid DACH

// pilot data · values from the 90-day window after initial modeling. Cluster sample: 'VRF wood-hybrid school construction DACH' across 4 LLMs. Identification on request under NDA.

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Product updates, research and industry signals from AI search.

Platform updates, research on AI research behavior and industry signals from industrial manufacturing — focused on impact and feasibility.

KI-Systeme recherchieren auch bei deutschen Anfragen zu großen Teilen auf Englisch — lokale Marktführer verschwinden so aus den Antworten.

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Im Kundenportal stehen zwei neue Analyse-Ansichten bereit: der SEO-GEO-Quadrant und ein Seiten-Audit nach fünf Content-Faktoren.

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Das Portal zeigt jetzt eine E-E-A-T-Auswertung über vier Dimensionen und exportiert den Knowledge Graph als llms.txt, JSON-LD und Klartext.

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Three plans, aligned with your maturity. Audit and workshop are free of charge. The initial modeling is transparently scoped in the workshop by cluster depth — accountable, not flat-rate.

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How does your company appear in ChatGPT today?
In 7 days you'll know.

Free audit across 20+ specification prompts in ChatGPT, Perplexity, Google AI Mode and Claude. You see which manufacturers are named instead of yours, with what reasoning, and which clusters are missing in the Industrial Knowledge Graph. No credit card. Clear recommendation within 24-48 hours.

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Concise updates on AI visibility in the industrial-manufacturer market, manufacturer cases and prioritized actions — curated, no sales pressure.

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