B2B SaaS Market & Competitive Intelligence

Know the market before you make the move.

Evidence-backed research for SaaS teams making product, pricing, positioning, market-entry and growth decisions.

Discuss your research View sample analysis

Competitive Intelligence Market Validation Pricing & Positioning Market Sizing

Competitive landscape AI Customer Support SaaS

Live research view

Enterprise

SMB

Generalist

Vertical

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Potential whitespace

SMB teams needing vertical workflows appear less crowded than the enterprise-generalist segment.

Source-backed Material claims trace back to evidence.

Decision-focused Research starts with the business question.

Human-reviewed AI accelerates the work. Experts validate it.

Built for SaaS Market, product, pricing and growth in one view.

What we help you decide

More data doesn’t make the decision easier.
Better evidence does.

We turn fragmented market signals into a clear view of what is happening, what matters, and what your team should investigate or do next.

01

Entering a market?

Understand competitors, demand, alternatives and market gaps before committing resources.

Market landscape
Entry signals
Segment attractiveness

02

Building a product?

Validate whether the opportunity is real before spending months developing the wrong thing.

Competitor universe
Problem evidence
Opportunity assessment

03

Repositioning your SaaS?

See how the category communicates value—and where your positioning can become more distinctive.

Messaging analysis
ICP comparison
Whitespace

04

Rethinking pricing?

Compare how competitors package, price and monetize value before changing your own model.

Pricing architecture
Packaging patterns
Monetization gaps

Core research services

One research partner.
Four decision layers.

Projects can be focused on one question or combined into a broader market-intelligence engagement.

01

Competitive Intelligence

Identify direct, indirect and emerging competitors, compare products, features, ICPs, positioning, customer sentiment and strategic strengths.

Competitor analysis Feature matrix Review mining Battlecards

02

Market Validation & Landscape

Assess whether an opportunity is supported by real market evidence, how crowded the space is, and where meaningful gaps may exist.

Market validation Landscape mapping Opportunity assessment Demand signals

03

Pricing & Positioning Research

Analyze competitor pricing, packaging, value metrics, messaging, target segments and category conventions to reveal strategic options.

Pricing research Packaging Positioning Messaging

04

Market Sizing & Entry

Build a transparent view of market potential using available evidence, explicit assumptions and practical TAM/SAM/SOM or entry frameworks.

Market sizing TAM / SAM / SOM Market entry Segment analysis

Illustrative sample

What the work
actually looks like.

Not a generic 50-page data dump. A compact evidence base that helps a founder or product team see the market more clearly.

Read the AI learning platform case study

Sample project

AI Customer Support Platforms

12 competitors 620+ reviews 31 variables

Competitive matrix Excerpt

Company	ICP	Entry price	Positioning	Signal
Alpha	Mid-market	$99/mo	AI-first support	Strong
Beta	SMB	$39/mo	Simple automation	Crowded
Coda	Enterprise	Custom	Platform suite	Defensible
Delta	Vertical	$149/mo	Industry workflows	Gap

Review mining 620+ reviews

Integrations32%

Pricing26%

Reporting21%

Setup friction14%

Strategic finding #03

Potential whitespace

Competitors cluster around general-purpose automation. Vertical-specific workflows for smaller teams show fewer direct alternatives.

Confidence

High

Note This sample is illustrative. Real projects use current public and client-provided data, with sources and assumptions documented.

Our method

Research designed around
the decision—not the document.

01

Frame the decision

Clarify the business question, assumptions and what a useful answer must enable.

02

Map the market

Identify competitors, substitutes, segments and the most relevant evidence sources.

03

Collect & triangulate

Gather structured signals from company sites, reviews, search, reports and other credible sources.

04

Analyze patterns

Compare pricing, positioning, demand, sentiment, features and market structure.

05

Human strategic review

Challenge conclusions, separate evidence from inference and test whether findings actually matter.

06

Deliver the decision brief

Translate the evidence into a concise set of implications, risks and recommended next steps.

Evidence architecture

Every important claim
has a trail.

AI can accelerate research, but speed is useless if the conclusion cannot be defended. We distinguish what is known from what is estimated or inferred.

FACT

Directly supported

Traceable to a credible primary or secondary source.

ESTIMATE

Method shown

Calculated using explicit assumptions and documented inputs.

INFERENCE

Derived from signals

A reasoned conclusion based on multiple pieces of evidence.

HYPOTHESIS

Needs validation

A plausible opportunity or explanation that requires further testing.

Experience behind the analysis

Strategy judgment +
technology-enabled research.

Our team combines market research, strategy, product, growth, analytics and AI automation experience across startups and established businesses, with especially strong exposure to technology companies.

B2B technology startup

Market landscape, positioning and go-to-market assessment.

Competitive structure, customer segments, category signals and strategic options.

Technology business

Product strategy and competitive analysis.

Market context, product alternatives, positioning and decision support.

Growth-stage digital business

Growth analytics and conversion strategy.

Acquisition performance, funnel diagnosis, customer behavior and growth opportunities.

Selected client identities are withheld where confidentiality commitments apply.

The team

Two disciplines.
One research system.

Amin Najmeddini

Growth, Analytics & AI Research Systems

Background across growth, digital analytics, CRO, SEO, competitive research, AI workflows and research automation.

Analytics Growth AI workflows Automation

Pedro Farzin

Strategy, Market Research & Product

MBA-trained strategist with hands-on advisory experience across startups and established businesses, particularly in technology.

Strategy Market research Product Pricing

Research acceleration AI + automation

+

Strategic judgment Human expertise

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Outcome Faster, decision-grade intelligence

Have a market question?

Tell us what you’re
trying to decide.

Share the market, product or competitors you’re evaluating. We’ll tell you how we would structure the research and what evidence would matter most.

Discuss your research No generic pitch. Start with the decision.