[unCited]
ProductCitation IndexAI InfluenceBlogBook
[unCited]/Formlabs
ProductCitation IndexAI InfluenceBlogBook
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AEO Score

9

Limited Presence

Avg Prompt Score

8

across 161 prompts

AI Share of Voice

8%

across 161 prompts

Critical Issues

5

critical + high

Shortlist Position

1/80

Not Visible · 3d Cad Discovery

Per-stage performance

🔍Discovery
93 brand-level
Cited3%3/93
Share of voice2%avg
Engine consensus56%of engines
Competitors55.0avg/cited
Sentiment—no data
⚖️Evaluation
4 brand-level
Cited100%4/4
Share of voice75%avg
Engine consensus75%of engines
Competitors5.0avg/cited
Sentiment—no data
🛡️Trust
4 brand-level
Cited100%4/4
Share of voice100%avg
Engine consensus100%of engines
Competitors5.0avg/cited
Sentiment—no data
💰Conversion
4 brand-level
Cited100%4/4
Share of voice92%avg
Engine consensus92%of engines
Competitors5.0avg/cited
Sentiment—no data

Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.

Categories Formlabs is visible in

1
  • 3D & CADnot yet measured→

Your visibility gap

Formlabs surfaces in 1/80 3d Cad discovery prompts. Claim this profile to see which 79 prompts you're missing and how to win them.

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Executive summary

Formlabs is already well-positioned for AI citation in evaluation-style queries because it has first-party comparison pages (e.g., Carbon3D M2/L1 vs. Formlabs Form 3+/3L and EOS SLS vs. Formlabs Fuse 1+ 30W) and transparent starting prices on some pages. The biggest remaining blocker for high-intent prompts like "What is the best additive manufacturing software?" and "How much does Formlabs cost?" is that the site’s pricing/SoftwareApplication-style structured data and software-specific evaluation content are not clearly crawlable/structured for AI the way a pure SaaS listing would be.

Based on audit of formlabs.com · May 7, 2026

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