Research before writing
The pipeline gathers company context so each message has a relevant foundation.
Outreach Engine
Outreach Engine.
Outreach Engine connects company research, personalised writing, sending controls and tracking. It runs on Google Cloud with Vertex AI and Gemini, and has been live since March 2026.
How it works.
Vertex AI and Gemini
Tailored emails are generated from the research. Cloud Run and Cloud Functions support the serverless workflow.
Controls before sending
The existing implementation describes fourteen safety layers, including deduplication and auto-approval checks.
A visible record
The workflow tracks status in Google Sheets. It supports up to 500 personalised emails per day; capacity is a product capability, with no response rate claimed.
Questions about Outreach Engine.
When did Outreach Engine go live?
It has been live since March 2026.
How is it different from NeuroScore?
Outreach Engine operates personalised outreach. NeuroScore reviews creative material before publication. PerformanceMap reads a public website and generates a media-plan starting point.
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 the Outreach Engine?
The Outreach Engine is an automated outreach system created by Ritveek Grover and built on Google Cloud. It researches target companies, writes personalized emails with Vertex AI, auto-approves, sends, and tracks messages.
When has the Outreach Engine been live?
The Outreach Engine has been live since March 2026.
How many emails can it send?
The homepage states the Outreach Engine has a stated design capacity of up to 500 personalised emails per day, with safety checks.
Is the Outreach Engine the same as NeuroScore?
No. The Outreach Engine is automated personalized outreach. NeuroScore is predictive content scoring before publishing.
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 the Outreach Engine?
The Outreach Engine is a fully automated personalized outreach pipeline created by Ritveek Grover. It is built for automated outreach, and its workflow covers research, personalization, auto-approval, sending, and tracking.
The homepage describes it as a separate invention from NeuroScore. Outreach Engine serves a different purpose: automated personalized outreach rather than predictive content analysis.
How does the automated outreach pipeline work?
The pipeline researches target companies, summarizes context, writes tailored emails with Vertex AI, clears safety checks, sends, and tracks status. The homepage describes the daily sequence as Research, Personalize, Auto-approve, and Send & track.
Pulls and summarizes each target company before writing.
Uses Vertex AI and Gemini 2.5 to write a tailored email.
Runs safety checks and deduplication before clearing the send.
Send & track
Delivers the email and logs status live, with Google Sheets tracking used for monthly manual stat updates.
What stack powers the Outreach Engine?
The Outreach Engine runs on Google Cloud Platform. The homepage names Vertex AI, Gemini 2.5, Cloud Run, and Cloud Functions as part of the stack, with the backend described as serverless on Google Cloud.
The backend is described as serverless on Google Cloud Platform.
Vertex AI and Gemini
Vertex AI writes the personalized email, with Gemini 2.5 named in the stack.
Cloud Run + Functions
The system uses Cloud Run and Functions as stated in the homepage stack chips.
How does the Outreach Engine stay controlled?
The Outreach Engine is described with safety layers, deduplication, and tracking. The homepage states that fourteen safety layers include deduplication and checks before sending, while the visible pipeline includes auto-approval before sending.
The system supports up to 500 personalized emails per day, and the tracking line on the homepage is manually updated monthly from the tracking sheet rather than invented in the site copy.
Who is the Outreach Engine for?
The Outreach Engine fits marketing and growth contexts where personalized outreach needs to run as a repeatable workflow. The main site frames Ritveek's work around premium brands, founders, senior marketing teams, and systems that connect strategy, execution, analytics, and infrastructure.
Related work, tools and services
Continue from this topic with AI marketing strategy and automation, digital marketing strategy, the school launch planning example, the Zarastays website case study, NeuroScore creative review, PerformanceMap’s free media plan, the guide to UGC ads in India. Each page explains a different part of planning, producing or measuring the work.