# Mass Ideation: Full Public Summary

Last updated: 2026-07-12
Canonical agent page: https://massideation.com/for-agents

## Company overview
Mass Ideation builds AI systems that help businesses attract leads, follow up, book customers, and prepare for customers using AI agents.

Mass Ideation helps businesses grow with AI and adapt to how customers search, compare, and act. It is not positioned as a generic chatbot, automation, web-development, or MCP shop.

# Services

## AI Growth Engine
Connect content, calls, forms, follow-up, booking, and learning so more leads become customers.

Problems solved:
- Slow replies
- Missed calls
- Scattered lead data
- Follow-up that stops too soon
- Unclear sales results

Deliverables:
- Content-to-lead system
- Landing pages
- Lead capture
- AI follow-up
- Qualification and booking
- CRM workflow
- Learning and referral loops

Ideal customers:
- Businesses that depend on a steady flow of leads
- Teams that receive calls, forms, messages, or referrals
- Operators who can improve their sales process

Not a fit:
- Businesses looking for guaranteed revenue
- Teams unwilling to maintain their customer information

Pricing: Projects are priced by scope and business complexity.
Canonical URL: https://massideation.com/ai-growth-engine

## Agent Readiness
Make it easier for AI systems to find, understand, trust, recommend, and work with your business.

Problems solved:
- Important facts are unclear or inconsistent
- Products, services, pricing, or policies are hard for machines to understand
- Customer actions are not safely available to approved AI tools
- No one tests what AI systems say about the business

Deliverables:
- Agent readiness audit
- Canonical knowledge layer
- Website and documentation cleanup
- Machine-readable content
- Discovery controls
- Safe action tools when useful
- Agent testing and monitoring

Ideal customers:
- Companies with complex services, products, or policies
- Businesses with a catalog, booking, quote, application, or transaction flow
- Teams with meaningful search and comparison demand

Not a fit:
- Businesses with little public information or no online customer journey
- Teams looking for guaranteed placement in an AI product

Pricing: Work is scoped around information, journeys, integrations, and risk.
Canonical URL: https://massideation.com/agent-readiness

## AI Strategy & R&D
Research, prototype, and build a custom AI or emerging-technology system around a defined business problem.

Problems solved:
- A valuable problem does not fit a standard playbook
- An idea needs research or a working prototype
- A team needs a clear technical path before a larger build

Deliverables:
- Paid discovery
- Research sprint
- Prototype
- Milestone-based production build

Ideal customers:
- Companies with an executive sponsor
- Teams with a defined problem and access to needed data or systems
- Organizations willing to test and learn

Not a fit:
- Projects without a clear business or customer problem
- Teams that require experimental work to have a guaranteed outcome

Pricing: R&D uses sprint or milestone pricing, not public hourly rates.
Canonical URL: https://massideation.com/ai-strategy-rd

# Engagement process
1. Assess where customers or AI systems get stuck.
2. Build the highest-value fix first.
3. Measure results and keep improving.

# Current internal products
## Stackit.ai
Status: Live
A financial product used to test clear facts, risk explanations, public tools, and agent-ready customer journeys.
Challenge: Make complex financial information easier for people and AI systems to understand and use safely.
What Mass Ideation built: Product workflows, knowledge structure, public interfaces, and ongoing agent-readiness tests.
URL: https://massideation.com/work/stackit

## Navo
Status: Building
A standalone AI video platform, also used inside the AI Growth Engine, where an agent creates and posts videos, learns from their performance, and improves future versions with the goal of finding a video that can become an ad.
Challenge: Turn video creation and publishing into a learning loop that can discover stronger ad candidates over time.
What Mass Ideation built: An AI-agent workflow for creating videos, publishing them, learning from performance, and updating the next versions.
URL: https://massideation.com/work/navo

## NeedsMatch.ai
Status: Testing
A connection marketplace where people share what they are doing and what they need, then receive introductions to people they should know.
Challenge: Help people find relevant connections without relying on noisy cold outreach or chance encounters.
What Mass Ideation built: A marketplace workflow for describing current work and needs, finding relevant people, and making useful connections.
URL: https://massideation.com/work/needsmatch

# Frequently asked questions
## What does Mass Ideation do?
We build AI systems that help businesses get more from their leads today and prepare for customers who use AI to search, compare, and act.

## What is the difference between the two main offers?
The AI Growth Engine improves how attention and leads become customers. Agent Readiness improves how AI systems find, understand, trust, and safely use a business.

## Does Mass Ideation build chatbots?
A useful assistant may be one part of a system, but we do not sell generic chatbots. We start with the customer or business problem and build only what supports it.

## Do you guarantee revenue or AI recommendations?
No. We improve information, access, follow-up, trust, and tools. No company can guarantee revenue or that an outside AI platform will recommend a business.

## Does every business need an API or MCP?
No. Many businesses should first make their website and core facts clear and consistent. We recommend action tools only when they solve a real customer problem and can be operated safely.

## How are projects priced?
Engagements are priced by the number of systems, customer journeys, integrations, and risks involved. Assessments may use a fixed fee; builds and ongoing work are scoped separately.

# Important limitations
- Mass Ideation does not guarantee revenue.
- Mass Ideation does not guarantee recommendation by any AI platform.
- Not every business needs an API or MCP.
- Unfinished products must keep their status labels.
- Historical claims, client roles, dates, and media require source and permission review.

# Contact
Email: miguel@massideation.com
Phone: +1 (914) 745-2352
Address: 115 Tompkins Avenue, Pleasantville, New York 10570
Website: https://massideation.com