CrunchLabs mentioned alongside a new competitor
Triggered when an AI platform pairs the entity with a brand it hasn't previously been compared to.
Example: "ChatGPT now mentions [new entrant] in 3 of 10 prompts where it previously only cited you."
STEM subscription box service by YouTuber Mark Rober delivering hands-on engineering kits for kids
crunchlabsConfidence score: 2,283.158
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Drift & Trajectory for CrunchLabs
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Triggered when an AI platform pairs the entity with a brand it hasn't previously been compared to.
Example: "ChatGPT now mentions [new entrant] in 3 of 10 prompts where it previously only cited you."
Triggered when sentiment lean drops more than 10 points week-over-week on any platform.
Example: "Perplexity's tone toward CrunchLabs shifted from positive to mixed (-14 lean) over 7 days."
Triggered when Google's AI Overview begins citing the entity's domain for a tracked query.
Example: "CrunchLabs now appears as a cited source for 4 new AIO queries in your category."
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Discussion
How the world is talking about CrunchLabs right now.
Provenance
Confirmed across 1 source · confidence 100%
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Trending
Weighted composite — technical, content, on-page, schema, performance, GEO, images
Top Recommendations
Experience · Expertise · Authoritativeness · Trustworthiness
How well this site is optimized for AI search engines
AI Crawler Access
Cross-surface coverage from live web index sweeps
Cross-source change detection · last 30 days
No drift events detected — signals are stable across surfaces.
How much of this entity’s declared structured data is actually being cited by AI platforms.
Schema nodes
2
With citations
2
Anchors matched
4/6
Orphan citations
5
Declared schema nodes
+6 more matches
+4 more matches
Cited but not declared
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78%
Share of Voice
80%
Brand Mention Rate
Coverage
15
Total Citations
100%
Domain Citation Rate
82
Authority Score
Mentioned & Cited
Source Divide
19/100
Citation Diversity Index — 2A / 3B / 9C · 1 multi-platform
AI outputs are predominantly positive in framing and tone.
“CrunchLabs has been well-regarded for its quality of materials, clarity of instructions, and the educational value of its projects.”
“CrunchLabs is an educational subscription service that delivers monthly STEM/engineering kits to subscribers, primarily targeting children and families.”
“It is generally well-regarded for educational value, build quality, and engagement. Parents and educators often praise it for making abstract STEM concepts tangible and exciting.”
“CrunchLabs has been well-regarded for its quality of materials, clarity of instructions, and the educational value of its projects.”
“CrunchLabs is an educational subscription service that delivers monthly STEM/engineering kits to subscribers, primarily targeting children and families.”
We tried and got nothing — our team has been notified.
“It is generally well-regarded for educational value, build quality, and engagement. Parents and educators often praise it for making abstract STEM concepts tangible and exciting.”
“CrunchLabs is a subscription-based STEM learning brand founded by YouTuber/engineer Mark Rober that sells monthly build kits, toys, and robot projects.”
Blended Entity Core Score
STEM Educational Product Company
CrunchLabs is a STEM education company founded by former NASA engineer and popular YouTuber Mark Rober in 2021-2022, offering monthly subscription boxes containing hands-on engineering projects and educational kits for children and teens. The company leverages Rober's massive online following and en…
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“CrunchLabs is a subscription-based STEM learning brand founded by YouTuber/engineer Mark Rober that sells monthly build kits, toys, and robot projects.”
Company — Organization, Thing, Corporation (score: 2283.158447265625)
Q133821878 — 3 sitelinks, 27 statements
CrunchLabs LLC is an educational technology company founded by American YouTuber and engineer Mark Rober in 2022. They primarily create subscription-based educational kits for children.
50 articles — “Former NASA engineer Mark Rober drops virtual CrunchLabs Build Box”
Sentiment: 0.30 (magnitude: 4.30)
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