Two Minute Papers
Audited Community Profile@twominutepapers·United States (US)
AI & Machine Learning Research SynthesizerTechnology & HardwareAI Productivity / SaaS AutomationUnited States (US)Safety: Low
Confidence: High (94%)
“Two Minute Papers provides enterprise B2B SaaS, developer tooling, and compute infrastructure brands direct access to a highly educated, technical audience. Campaigns achieve maximum ROI when framing products through concrete engineering capabilities rather than consumer benefits.”
Micro-Niches:AI Research PapersLarge Language ModelsComputer Graphics & Neural RenderingMachine Learning ComputeDeveloper Infrastructure
Audience Demographics & Content DNA
Audited buyer mindset, audience geography distribution, and production standards
Inferred Audience Profile
Demographic ProfileMale-skewed, 22-44
Commercial Buyer IntentHigh Intent
Primary MarketUnited States
Secondary MarketsUnited Kingdom, Germany, Canada
Audience Interests Taxonomy
Machine Learning EngineeringDeveloper ToolsCloud InfrastructureGPU Compute HardwareApplied MathematicsEnterprise AI SaaS
Content DNA & Top Themes
Format
Long-form video
Production
High
Consistency
High
Top Content Themes (% Affinity)
AI Research Paper Breakdowns98%
LLM & Neural Architecture Benchmarks95%
Computer Vision & Physics Simulations88%
Developer Compute & Hardware Scaling82%
Itemized 16-Knot Defended Rate Cards
Live statutory deliverable pricing calibrated for United States (US)
Formula Verified via 16 Empirical Knots
YouTube
1.8M Subscribers
LF: 1.73%
YouTube Dedicated Video$26,100
Defended Range$20,900 – $32,700
YouTube 60s Integration$12,100
Defended Range$9,675 – $15,100
YouTube Short$3,825
Defended Range$3,050 – $4,775
SignCollab Talent DNA Analysis
Creator Strategic DNA & Talent Executive Brief
Technical science communicator and academic researcher translating complex AI, computer vision, and compute breakthroughs into digestible video formats.
Commercial Superpower
Ability to confer instant technical legitimacy and high-intent developer trust on complex software infrastructure products.
Audience Buying Mindset
Pragmatic software engineers and technical decision-makers seeking rapid updates on breakthrough research to apply within their own development pipelines.
The #1 Creative Landmine to Avoid
Imposing generic consumer marketing buzzwords or unverified corporate marketing claims that trigger immediate technical skepticism in comments.
Omnichannel Campaign Strategy Suite(5 Full-Funnel Packages)
Itemized line-item pricing, strategic angles, and contract entitlements
Market Applied: United States (US)
[ Reach ]
Mass Technical Reach & Thought Leadership
Top-of-funnel technical awareness and brand authority association across global developer communities.
Strategy Angle: Leverages the channel's high organic view velocity to establish foundational brand credibility alongside frontier research releases.
Recommended Bundle Target
$26,900
Standalone Benchmark: $29,900(-10% Efficiency)
Defended Range: $21,500 – $33,600
Itemized Deliverables & Defended Rates16-Knot Formula Verified
Hero Anchoryoutube
1x Dedicated Technical Explainer Video (6-8m)
Full technical breakdown exploring the underlying computer science architecture behind the partner's core technology, positioned as a major leap in compute or developer productivity.
Standalone Rate$26,100
Short-Form Amplificationyoutube
1x High-Velocity Research Highlight Short (60s)
Condensed 60-second visual demonstration focusing on the core benchmark metric or simulation result achieved by the technology.
Standalone Rate$3,825
Critical Collaboration Guidelines (Brand Safety & ROI)
#1 Maintain Scientific Pacing
Allow the creator to introduce the technology using academic context before transitioning to the partner solution.
Risk: Abrupt commercial pitches detach from the educational narrative and cause high viewer drop-off.
#2 Provide Raw Technical Documentation
Supply GitHub repos, technical whitepapers, or live sandbox credentials rather than consumer marketing one-sheeters.
Risk: Vague claims undermine the creator's authoritative delivery and trigger community backlash.
#3 Retain Signature Voice
Permit the creator's natural catchphrases and cadence to frame the integration seamlessly.
Risk: Stiff corporate scripts immediately signal paid intrusion to this ad-sensitive technical demographic.
[ Paid Creative ]
High-CTR Developer Acquisition Creative
Top RecommendationPerformance-driven mid-funnel developer acquisition and software sandbox registrations.
Strategy Angle: Deploys high-hook short-form technical demonstrations optimized for direct developer trial conversion.
Recommended Bundle Target
$8,250
Standalone Benchmark: $9,175(-10% Efficiency)
Defended Range: $6,600 – $10,300
Itemized Deliverables & Defended Rates16-Knot Formula Verified
Creative Executionyoutube
2x High-Hook Technical Problem-Solution Shorts (45-60s)
Fast-paced visual problem breakdowns contrasting traditional computational bottlenecks with the partner's automated workflow.
Standalone Rate$7,650
Verbatim Spoken Ad Hooks (Opening 3–5 Seconds)
Compute Bottleneck Solutionyoutube
""Dear Fellow Scholars, if you have ever tried training a model locally only to watch your machine run out of memory after twelve hours, look at what just happened here.""
Directly identifies developer hardware constraints before revealing the partner's cloud infrastructure as the immediate fix.
API Latency Benchmarkyoutube
""What a time to be alive! What used to take four hours of manual data pipelines can now be executed in three lines of code with this architecture.""
Highlights rapid developer productivity gains through live code execution comparisons.
Critical Collaboration Guidelines (Brand Safety & ROI)
#1 Focus on Time-to-Hello-World
Structure hooks around reducing developer setup friction and compute time.
Risk: Broad enterprise claims fail to drive individual developer trial signups.
#2 Show Live Code and UI
Include concrete terminal commands, UI dashboards, or visual simulation outputs within the first 10 seconds.
Risk: Static talking-head ads without screen captures yield lower CTR among software engineers.
#3 Verify Free-Tier Accessibility
Ensure the call to action directs to a frictionless free-tier or open-access API tier.
Risk: Gating trials behind sales calls collapses conversion efficiency for this creator.
[ Conversion ]
Direct Response & Tracked Developer Conversion
Top RecommendationBottom-of-funnel customer acquisition, API key generations, and paid subscription signups.
Strategy Angle: Integrates a focused 90-second native commercial read directly within high-relevance research breakdown videos.
Recommended Bundle Target
$13,300
Standalone Benchmark: $13,300(Standard Benchmark)
Defended Range: $10,600 – $16,600
Itemized Deliverables & Defended Rates16-Knot Formula Verified
Hero Pitchyoutube
1x Dedicated 90-Second Mid-Roll Integration
In-depth mid-roll segment clearly articulating the engineering pain point, product feature set, and actionable onboarding steps.
Standalone Rate$12,100
Critical Collaboration Guidelines (Brand Safety & ROI)
#1 Provide Free Compute Credits
Pair the custom code 'PAPERS' with a tangible credit bundle (e.g. $50 in free API compute or 30-day extended trial).
Risk: Generic percentage discounts on software without a trial threshold reduce developer conversion rates.
#2 Seamless Editorial Segue
Bridge the integration from the video's main scientific thesis into the sponsor's practical application.
Risk: Jarring transitions damage watch time retention and reader credibility.
#3 Ensure Dedicated Landing Page Performance
Deploy an un-cluttered landing page optimized for fast technical onboarding.
Risk: Routing high-intent developers to generic homepages dilutes CAC efficiency.
[ Content Library ]
Technical Asset Library & Explainer Licensing
Creation of high-production educational technical explainers for brand documentation and sales engineering.
Strategy Angle: Provides brand-owned channels with authoritative third-party technical explainer collateral.
Recommended Bundle Target
$35,200
Standalone Benchmark: $35,200(Standard Benchmark)
Defended Range: $28,200 – $44,000
Itemized Deliverables & Defended Rates16-Knot Formula Verified
Asset Productionyoutube
1x 4K Comprehensive Architecture Explainer (8-10m)
Exhaustive technical deep-dive breaking down the partner's model architecture, benchmarking data, and computational advantages.
Standalone Rate$26,100
Concrete Digital Asset Buyout Specifications
✓10x 4K high-resolution visual architecture diagrams and custom neural network flowcharts
✓3x clean 4K 60fps simulation animations without voiceover or watermarks for conference presentations
Critical Collaboration Guidelines (Brand Safety & ROI)
#1 Pre-Approve Visual Schematics
Review custom motion diagrams during the storyboard phase to guarantee mathematical accuracy.
Risk: Inaccurate architecture diagrams require full video re-rendering and delay deployment.
#2 Deliver Master Audio Stems
Require unmixed voiceover tracks to allow multi-language localization by internal brand teams.
Risk: Burned-in audio prevents international reuse across localized global documentation.
#3 Respect Scientific Boundaries
Ensure comparative benchmark claims are mathematically defensible and cited with methodology.
Risk: Unsubstantiated performance claims damage enterprise customer trust.
[ Full-Funnel ]
Flagship Omnichannel Product Launch
360-degree commercial takeover for major platform, model, or developer ecosystem releases.
Strategy Angle: Combines high-reach long-form technical validation with short-form conversion frequency and category exclusivity.
Recommended Bundle Target
$58,500
Standalone Benchmark: $68,800(-15% Efficiency)
Defended Range: $46,800 – $73,100
Itemized Deliverables & Defended Rates16-Knot Formula Verified
Flagship Anchoryoutube
1x Dedicated Launch Architecture Breakdown (8-10m)
Comprehensive flagship release analysis exploring the research innovation, model benchmarks, and production capabilities of the new platform.
Standalone Rate$26,100
Mid-Roll Frequencyyoutube
1x Integrated 90-Second Follow-Up Integration
Second-wave integration in an adjacent paper breakdown reinforcing real-world developer use cases and trial conversion.
Standalone Rate$12,100
Short-Form Discoveryyoutube
2x Launch Highlight Shorts (60s)
Two bite-sized visual demonstrations isolating specific features (e.g. speed benchmarks, context window handling) to drive traffic.
Standalone Rate$7,650
Critical Collaboration Guidelines (Brand Safety & ROI)
#1 Synchronize Embargo Timelines
Align video publication precisely with global press and developer release embargoes down to the hour.
Risk: Premature or delayed releases disrupt coordinated enterprise PR impact.
#2 Secure Production Infrastructure
Verify that landing pages, documentation, and API keys are fully scaled to absorb immediate spike traffic.
Risk: Server downtime during post-upload surges destroys developer trial conversion momentum.
#3 Provide Early Model Access
Grant the creator at least 10 days of private beta access to generate authentic benchmarks and visual captures.
Risk: Superficial day-one reviews lack the depth expected by the channel's core audience.
Brand Fit, Strategic Strengths & Procurement Safety
Audited commercial intent, sponsor suitability, and institutional brand safety scorecard
Commercial IntentHigh
Brand Suitability RatingHigh
Brand Safety LevelLow Risk
Recommended Sponsor Categories
Developer Tools & Cloud InfrastructureAI & Data Science SaaSTechnical EdTech & CertificationsGPU Compute & Hardware Providers
Key Strategic Strengths & Brand Fit
• Academic Authority & Trust
Unmatched credibility among technical professionals, providing instant validation for developer-focused B2B brands.
• High-Density Technical Audience
Concentrated viewership of software engineers, researchers, and tech founders with enterprise purchasing authority.
• Evergreen Search Value
Content functions as permanent educational reference material, generating sustained sponsor impression value over multi-year horizons.
Procurement Considerations & Safety
• Ad-Sensitivity to Non-Technical Copy
Audience actively rejects generic consumer marketing scripts; integrations must articulate precise technical value propositions.
• Strict Single-Platform Footprint
Channel footprint is concentrated on YouTube; cross-platform social amplification is limited.
Recent Content & Performance Audit
Audited uploads with validated view counts and engagement velocity
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SignCollab Bilateral Execution Protocol
Execute a Legally Binding Agreement with Two Minute Papers
Generate an instant bilateral sponsorship agreement with ESIGN-compliant e-signatures, statutory payment escrow, milestone verification, and customized IP usage rights protection.
SignCollab Methodology Notice: All deliverable benchmarks and campaign packages are computed through the SignCollab 16-Knot Empirical Model, incorporating long-form view-to-subscriber ratios (VSR), short-form velocity, audience purchasing power parity (PPP), and category exclusivity surcharges. Rates represent defended market targets and are subject to mutual counter-party execution.