Real citation data from live scans across Perplexity, Gemini, Google. 34 sources · 44 citations · updated 2026-07-11
| # | Source | Cited by | Citations |
|---|---|---|---|
| 1 | avidpd.com From Product Prototype to Production | Scale With Success | PerplexityGeminiGoogle | 3 |
| 2 | jiga.io How to make the journey from prototype to mass production more ... | PerplexityGeminiGoogle | 3 |
| 3 | reddit.com Transition from prototype to production : r/MechanicalEngineering | PerplexityGeminiGoogle | 3 |
| 4 | dev.to How I'd scale a side project to 1 million users (without melting my ... | PerplexityGemini | 2 |
| 5 | medium.com How We Turned a Side Project into a Full Product — Without Quitting Our Day Jobs | PerplexityGemini | 2 |
| 6 | mutuallyhuman.com From Prototype to Production: Scaling Your Smart ... - Mutually Human | PerplexityGoogle | 2 |
| 7 | youtube.com From Prototype to Production: 10 Steps Most Product Creators Miss | PerplexityGoogle | 2 |
| 8 | ame-3d.co.uk ame-3d.co.uk | Gemini | 1 |
| 9 | beon.tech beon.tech | Gemini | 1 |
| 10 | blues.io blues.io | Gemini | 1 |
| 11 | bytebytego.com bytebytego.com | Gemini | 1 |
| 12 | circleci.com circleci.com | Gemini | 1 |
| 13 | criterionprecision.com Prototyping vs Full-Scale Production: When You're Ready to Scale | Google | 1 |
| 14 | enginarslan.com enginarslan.com | Gemini | 1 |
| 15 | future-processing.com future-processing.com | Gemini | 1 |
| 16 | heroldprecision.com heroldprecision.com | Gemini | 1 |
| 17 | icentic.com icentic.com | Gemini | 1 |
| 18 | launchdarkly.com launchdarkly.com | Gemini | 1 |
| 19 | machspeed.io Scaling Development: Transitioning from Prototype to Product with a Growing Team | Perplexity | 1 |
| 20 | mgtechsoft.com mgtechsoft.com | Gemini | 1 |
| 21 | openai.com openai.com | Gemini | 1 |
| 22 | openbom.com From Prototype to Production: Scaling for Mass Production - OpenBOM | Perplexity | 1 |
| 23 | protolabs.com Accelerate Your Project From Prototype to Production - Protolabs | Google | 1 |
| 24 | protolis.com protolis.com | Gemini | 1 |
| 25 | questsys.com questsys.com | Gemini | 1 |
| 26 | quora.com Why is it difficult to scale a prototype to production? - Quora | Google | 1 |
| 27 | rapidturnlaser.com Custom Prototyping vs. Full Production Runs: What's Right for Your ... | Google | 1 |
| 28 | redhat.com redhat.com | Gemini | 1 |
| 29 | spacelift.io spacelift.io | Gemini | 1 |
| 30 | supalabs.co From Prototype to Production: Scaling Your Startup's Architecture | Perplexity | 1 |
| 31 | theprodesigngroup.com From Prototype to Production: When Is It Time to Scale Manufacturing? | Google | 1 |
| 32 | thesunshinelayer.com thesunshinelayer.com | Gemini | 1 |
| 33 | zibtek.com zibtek.com | Gemini | 1 |
| 34 | zymr.com zymr.com | Gemini | 1 |
If AI doesn't cite you for the questions your buyers ask, you're invisible at the moment of choice. Run a free scan to see where you stand — and how to fix it.
Honest by design: this is real data from live AI-engine scans (Perplexity, Gemini and Google, plus ChatGPT, Claude and Grok on paid scans). Citation counts reflect how often each source appeared across those scans.