Industrie 4.0 - Softwarebaukasten für den Maschinenbau
Shopfloor.io (shopfloor.io) scores 74 out of 100 on Brand Analyzer, placing it in the Brand-Ready tier among Other brands, in the 47th percentile of 17256 Other brands.
Shopfloor.io is a software provider offering modular, white-label AI and IIoT applications and software building blocks for machine manufacturers. Its platform connects and visualizes machinery, products, and employees, serving as a foundation for a scalable and secure Industry 4.0 system architecture. It can be deployed as a standalone solution or integrated with existing infrastructure, aiming to give machine builders a fast and straightforward entry point into digitalization.
| Brand Name | Shopfloor.io |
|---|---|
| Domain | shopfloor.io |
| Industry | Other |
| Main Competitors | Siemens MindSphere (83/100), PTC ThingWorx (87/100), MachineMetrics (79/100), Litmus Automation (77/100), Bosch IoT Suite, SAP Digital Manufacturing Cloud (82/100) |
Moz Domain Authority 5/100 vs category average 38 / leader 95 - limited third-party links, so AI systems rarely encounter mentions of the brand.
Shopfloor.io has a dedicated Wikipedia entity - a top-weighted signal AI models rely on to identify and describe the brand.
The homepage meta description reads "Modulare Softwarebausteine für Maschinenbauer: Schneller, unkomplizierter Einstieg in die Digitalisierung & Grundstein einer skalierbaren Systemarchitektur" (Meta description: 15 words (ideal length). OG description present and descriptive) - this is the summary AI engines are most likely to quote.
Structured data on the homepage: 1 JSON-LD block(s), Organization schema, Breadcrumb/Website schema, og:title, og:description, og:image, og:type, Twitter cards, canonical. Adding FAQ schema would further help AI crawlers parse the brand's identity.
AI-crawler access: No robots.txt found (default: all bots allowed, but explicit file preferred) - robots.txt controls whether engines like GPTBot and ClaudeBot can read the site at all.
Content is DE-only, limiting citation in English-language AI answers.
Detected tech stack: Apache, WordPress, Ghost, HubSpot.
Social footprint: verified profiles on LinkedIn, Instagram, YouTube, GitHub; no detected presence on X (Twitter), Facebook - consistent profiles reinforce the brand's identity across the web.
0 Reddit mentions - community discussion signals real-world reputation to AI models.
Live results from asking a general-purpose AI assistant about the brand, checked September 2026.
When asked "What is Shopfloor.io?", Claude could not identify the brand as of September 2026. I don't genuinely recognize Shopfloor.io as a specific company; it may be a smaller or newer player in manufacturing/industrial software with limited presence in my training data.
When asked "Best brands similar to Shopfloor.io?", Claude would not surface Shopfloor.io as of September 2026. I can't confidently recommend a company I don't have verified knowledge of, since I'd risk giving inaccurate information.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
Shopfloor.io's main competitors in Other: Siemens MindSphere (83/100), PTC ThingWorx (87/100), MachineMetrics (79/100), Litmus Automation (77/100), SAP Digital Manufacturing Cloud (82/100).
Sources: Brand Analyzer scan
Shopfloor.io has limited AI-search visibility, scoring 41/100 on Brand Analyzer's AI visibility composite (visibility 53, trust 33, recommendation 30). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: Shopfloor.io official site
Shopfloor.io scores 30/100 on Brand Analyzer's AI recommendation signal, indicating it is less likely to be surfaced when AI assistants like ChatGPT suggest Other options. Recommendation depends on crawlability, structured data, and category authority; a Wikipedia presence helps.
Sources: Shopfloor.io official site
Shopfloor.io can improve AI discoverability by strengthening structured data (Organization and FAQ schema), maintaining an accurate Wikipedia/Wikidata entity, earning authoritative citations, and keeping content crawlable for AI bots. Brand Analyzer measures these as visibility, trust, and recommendation signals.
Sources: Shopfloor.io official site
Shopfloor.io scores 41/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
Shopfloor.io has a limited AI-visibility profile at 41/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is visibility (53/100) and its weakest is recommendation likelihood (30/100). It benefits from a recognised Wikipedia company entity, a Wikidata knowledge-graph entry and open access for AI crawlers (GPTBot, ClaudeBot, etc.). The main gaps holding it back: a low Moz Domain Authority of 5/100 and no llms.txt to steer AI to its best pages. In a live check (September 2026), Claude could not identify Shopfloor.io from memory, confirming the gaps above.
The score combines seven dimensions - name quality, digital presence, visual identity, messaging clarity, trust foundation, AI discoverability, and brand authority - into a single objective benchmark.
Ranked closest to Shopfloor.io: Shipvine (74/100), SG Fleet (74/100), Shore Acres State Park (74/100), Silvan Australia (74/100).
A step up - brands to learn from: Zurich Insurance Group (81/100), Zucchetti (81/100).
Category leader: Accenture (97/100).
Brand Analyzer is built by DataEase AI. Track your brand in ChatGPT, Gemini and Perplexity.