The analysis
The model simulates human brain response across 20,484 cortical points, then translates the simulated response into interpretable creative signals.
NeuroScore
NeuroScore: AI ad scoring.
NeuroScore reviews video, audio and scripts before publishing. Built on Meta’s TRIBE v2 model, it returns eight performance scores, platform-fit ratings and recommendations to support your creative decisions.
How it works.
Eight performance scores
Scroll-stop power, visual engagement, audio impact, message clarity, emotional resonance, memorability, cognitive engagement and action impulse.
Platform fit
Ratings cover Instagram, TikTok, YouTube, LinkedIn and X, alongside optimisation tips.
A report to work from
An automated email report brings the analysis together for review alongside the brief and live campaign evidence.
Questions about NeuroScore.
What does NeuroScore analyse?
It accepts video, audio or scripts and returns creative scores, platform-fit ratings and recommendations.
Does a score guarantee campaign performance?
A score supports the creative decision. Audience, offer, media delivery and the landing experience still shape the outcome; validate the hypothesis with live campaign evidence.
Ritveek Grover is an AI marketing consultant based in Gurugram, India, who connects strategy, content, paid media, search, analytics and automation for education, hospitality, media and D2C brands.
What is NeuroScore?
NeuroScore is a predictive content analysis tool created by Ritveek Grover. It uses Meta's TRIBE v2 neuroscience model to simulate brain response across 20,484 cortical points and support creative decisions before publishing.
What does NeuroScore analyze?
NeuroScore can run video, audio, or scripts through the scoring tool and convert the simulated response into performance scores, platform-fit ratings, optimization tips, and an automated email report.
Is NeuroScore the same as the Outreach Engine?
No. NeuroScore is for predictive content scoring. The Outreach Engine is a separate Google Cloud outreach system for automated personalized outreach.
Who created NeuroScore?
NeuroScore was created by Ritveek Grover, a digital marketing strategist based in Gurugram, India.
What should I bring to the first strategy call?
Bring your website, the current marketing challenge, the audience you serve, and the decision you need to make next. The booking link is for a 30-minute call with Ritveek Grover.
Three tools. Three different jobs.
NeuroScore
Eight performance scores and platform-fit ratings for content and ads before publishing.
Outreach Engine
A personalised outreach pipeline built with Vertex AI and Gemini on Google Cloud.
PerformanceMap
A free media plan, from your public website. No signup required.
Read the full approach.
What is NeuroScore?
NeuroScore is a predictive content analysis tool created by Ritveek Grover to judge content before it is posted. It is built for the moment before publishing, when a video, audio idea, or script needs scoring, platform fit, and concrete optimization direction.
The project is described as a distinct invention, separate from the Google Cloud Outreach Engine. NeuroScore supports creative analysis.
How does the neuroscience-based scoring work?
NeuroScore runs video, audio, or scripts through Meta's TRIBE v2 computational-neuroscience model. The system simulates human brain response across 20,484 cortical points, then converts that simulated response into performance scores and platform-fit ratings before the content goes live.
Video, audio, or script material is the stated input.
The scoring uses Meta's TRIBE v2 computational-neuroscience model, described with Llama in the homepage engine line.
The site describes a simulated human brain response across 20,484 cortical points.
The output includes performance scores, platform-fit ratings, optimization tips, and an automated email report.
What scores and platform ratings does NeuroScore return?
NeuroScore returns 8 performance scores and platform-fit ratings. The homepage names the scoring signals as scroll-stop power, visual engagement, audio impact, message clarity, emotional resonance, memorability, cognitive engagement, and action impulse.
8 scoring signals summarize how the content is expected to perform.
The homepage lists Instagram, TikTok, YouTube, LinkedIn, and X as platform-fit destinations.
The NeuroScore report is emailed automatically after analysis.
Who is NeuroScore for?
NeuroScore is for teams and brands that need to judge content before publishing. The site frames Ritveek's work around premium brands, founders, senior marketing teams, and coordinated growth projects where strategy, creative output, analytics, and execution need to stay connected.
It fits content decisions where platform behavior, brand quality, and measurable audience response matter before a post, video, or campaign asset goes live.
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