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EdTech · MVP Validation

Counsello: from idea to MVP direction

LAILA helped Mustafa validate demand, clarify mentor and mentee journeys, and shape the MVP around the first behavior that mattered: connecting people with relevant mentors.
INDUSTRY
EdTech
ENGAGEMENT
MVP Validation
READ
4 min
LAILA research brief for Counsello outlining key pre-build questions about audience, demand, user journeys, category positioning, and trust signals.

NEOM: Saudi Arabia's $500B Future City Project

1
EACH MARKET AND Consumer research plan
2
User journeys clarified
51
Audiences narrowed to one

01 — The Challenge

Choosing  the first audience before building the MVP

Mustafa had domain expertise and a promising product idea, but Counsello’s opportunity was broad. Counsello could serve students, graduates, professionals, mentors, and counselors. Each group required a different journey, trust model, and product promise. The first MVP needed one clear audience and use case, not five partially served ones.

Before building, Counsello needed market research to clarify the opportunity, validate demand, separate user journeys, and identify the first use case worth testing. LAILA helped turn that market opportunity into a focused MVP validation study.

OPEN QUESTIONS BEFORE LAILA

Five possible audiences. One MVP. No clear first move.
Students
Graduates
Professionals
Mentors
Counselors
  • Which market first?
  • Real demand, or founder assumption?
  • Where do mentor and mentee journeys diverge?

02 — The Discovery

From founder intuition to research structure

LAILA translated Mustafa’s mentoring app idea into a structured research path. The work clarified the questions that needed answering before build: which audience to serve first, whether demand was real, how mentor and mentee journeys differed, and what trust signals the product would need.
Broad idea
Mentoring, broadly
Everyone, everywhere
Guidance ↔ counseling
Sharper model
Mentoring, broadly
Everyone, everywhere
Guidance ↔ counseling
Positioned as guidance — not mental-health counseling.

Key Questions Clarified

Five decisions that shaped the MVP

The research helped Mustafa move from “Is this a good idea?” to the specific questions that determined whether the MVP was worth building.

Q1

Which audience to serve first?

Students and graduates seeking academic & career guidance; the research narrowed five initial audience segments down to this single, high-intent group.

Q2

Is the demand real, or assumed?

Real. The demand was validated through primary market and consumer research rather than relying on founder intuition.

Q3

Where do mentor & mentee journeys diverge?

They diverge at the matching and goal-setting phases; the platform treats them as two distinct paths sharing one ecosystem, rather than a single linear journey.

Q4

Guidance or counseling — which category?

Academic & Career Guidance. The research clarified the need to position the product away from the “mental health/wellness” category to ensure clear market positioning.

Q5

What trust signals must the product carry?

Trust is established through verified professional credentials, objective academic/career alignment in matching, and an explicitly professional, non-clinical environment.
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Mustafa Abbas, founder of Counsello
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Powered by LAILA
Counsello Logo

EdTech Founder

Counsello: From mentoring idea to MVP-ready direction

LAILA helped Mustafa validate the market, clarify mentor and mentee journeys, and shape a focused MVP path before build.

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  • Mentor and mentee journeys clarified

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RESEARCH BEFORE YOU BUILD
Mockup screens of Laila App in action.

This is brilliant. It actually laid out all of the consumer questions that I would ask.

Mustafa Abbas
Founder · Counsello

The Engagement

How LAILA pressure-tested the opportunity

The research helped Mustafa move from “Is this a good idea?” to the specific questions that determined whether the MVP was worth building.

01

What trust signals must the product carry?

Turn intuition into a testable statement of who and why.

02

Market & Consumer Research

AI research to size and sharpen the opportunity.

03

Model the audience

Persona mapping to locate the first segment worth serving.

04

Map mentor & mentee journeys

Separate two distinct paths that shared one product.

05

Shape the MVP direction

Define the first behavior the MVP needed to test.
Neom Logo
Laila Logo Icon
Powered by LAILA

Enterprise Campaign Validation

Explore Case Study
Button arrow showing right.Button arrow showing right.
2 min read
Button arrow showing right.

NEOM's $500B vision required validating tourism campaigns across UAE/KSA markets. They tested with AI-personnas representing leisure, business & UHNWI travelers.

The Result:
Kantar-quality insights in 48 hours vs 6 months. Cost savings: 85%.

Victoria's Secret
Laila Logo Icon
Powered by LAILA

Market Research Analysis

Victoria's Secret

The Result:Insights in minutes using AI personas.
Identified 3 strategies to recapture lost market share.

Explore Case Study
Button arrow showing right.Button arrow showing right.
2 min read
Button arrow showing right.

Victoria's Secret needed to understand why younger consumers were abandoning the brand. Traditional research takes 6 weeks and cost $$$$.

Victoria's Secret
Laila Logo Icon
Powered by LAILA

Strategy & Insights Agency

Team Red Dot

The Result: One analyst operating at the output of a team — without field research budget.

Explore Case Study
Button arrow showing right.Button arrow showing right.
4 min read
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  • 80+ market research reports generated

  • 80% reduction in research time vs. manual GWI & desktop process

  • Synthetic personas, consumer surveys & sentiment

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Laila Logo Icon
Powered by LAILA

Advertising and Marketing Agency

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Explore Case Study
Button arrow showing right.Button arrow showing right.
4 min read
Button arrow showing right.
  • Strategic reports replacing days of desk research

  • Hypothesis Also: In depth research

The Result:
In depth research for high end jewelry brand

Victoria's Secret
Laila Logo Icon
Powered by LAILA

Venture Capital & Accelerator

Brinc - Venture Capital and Accelerator

A full market-research package per founder.

Explore Case Study
Button arrow showing right.Button arrow showing right.
3 min read
Button arrow showing right.
  • Built live, in 15 minutes instead of weeks.

  • Competitor landscape, market sizing, pricing bands & segments, generated in-session.

  • Faster Clarity for founders without adding to mentor workload.

The Result:
Faster clarity without extended timelines or mentor workload.

Shera logoSharjah img
Laila Logo Icon
Powered by LAILA

Entrepreneurship Center

SHERAA (Sharjah Entrepreneurship Center)

80 founders pressure-tested their go-to-market in four weeks – not months.

  • 90% reduction in time-to-decision

  • AI-powered market research in minutes, boosting founder confidence

Explore Case Study
Button arrow showing right.Button arrow showing right.
2 min read
Button arrow showing right.
Victoria's Secret
Laila Logo Icon
Powered by LAILA

Technical Product Manager

Feras Shammout

59,000 buyers identified and $10k in research fees saved – on a complex AI product.

Explore Case Study
Button arrow showing right.Button arrow showing right.
2 min read
Button arrow showing right.
  • 90% faster than the manual research it replaced.

  • weeks of validation compressed to minutes.

Napco SS
Laila Logo Icon
Powered by LAILA

CPG Validation . Pilot

NAPCO National

Three pet-food concepts tested against 50+ cat-owner segments – before a dollar of launch spend.

Explore Case Study
Button arrow showing right.Button arrow showing right.
3 min read
Button arrow showing right.
  • 98.7% validation accuracy.

  • To market in 4 weeks instead of 6 months.

Suhoola Founder
Laila Logo Icon
Powered by LAILA
Suhoola Logo

Cohort Founder . 2025

Omar Mokhtar

A strong product with fuzzy messaging – turned into a pitch that finally landed.

  • Value propositions tested against the target audience.

  • Messaging refined around what actually resonated.

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Button arrow showing right.Button arrow showing right.
2 min read
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Mustafa Abbas, founder of Counsello
Laila Logo Icon
Powered by LAILA
Counsello Logo

EdTech Founder

Counsello: From mentoring idea to MVP-ready direction

LAILA helped Mustafa validate the market, clarify mentor and mentee journeys, and shape a focused MVP path before build.

  • Market validation before MVP build

  • Mentor and mentee journeys clarified

Explore Case Study
Button arrow showing right.Button arrow showing right.
4 min read
Button arrow showing right.
The Strategic Insight
Mockup screens of Laila App in action.

The product was not the first question.
The
research was.

Before building, Mustafa needed to understand the market, the audience, the category language, the trust model, and the first behavior worth testing. LAILA helped turn the founder’s idea into a structured research path before the product direction was locked.

03 — The Deliverable

What LAILA produced


Not an app. A research-backed direction — market and consumer research, audience mapping, journey structure, and a scoped MVP path.
Memorandum

01

Market & consumer research direction

Where demand is real, and which questions to test first.
Personas

02

Market & consumer research direction

Where demand is real, and which questions to test first.
Journeys

Mentor & mentee structure

Two journeys, cleanly separated.
Scope

MVP scope recommendations

The first behavior to test — nothing more.
Category

Positioning & trust language

Guidance, not counseling.

04 — Outcomes

From broad idea to focused MVP path

A broad idea became a structured product direction.
The category became clearer.
Mentor and mentee journeys were separated.
The MVP scope became more focused.
The founder had a clearer path before build.

Proof & Methodology

Research you can defend — before you build

LAILA combined AI market research, consumer research, audience modeling, and iterative research refinement to help Mustafa pressure-test the opportunity before product development.

01

Personas

02

Consumer research

03

Audience modeling

04

Iterative research refinement
Neom Logo
Laila Logo Icon
Powered by LAILA

Enterprise Campaign Validation

Explore Case Study
Button arrow showing right.Button arrow showing right.
2 min read
Button arrow showing right.

NEOM's $500B vision required validating tourism campaigns across UAE/KSA markets. They tested with AI-personnas representing leisure, business & UHNWI travelers.

The Result:
Kantar-quality insights in 48 hours vs 6 months. Cost savings: 85%.

Victoria's Secret
Laila Logo Icon
Powered by LAILA

Market Research Analysis

Victoria's Secret

The Result:Insights in minutes using AI personas.
Identified 3 strategies to recapture lost market share.

Explore Case Study
Button arrow showing right.Button arrow showing right.
2 min read
Button arrow showing right.

Victoria's Secret needed to understand why younger consumers were abandoning the brand. Traditional research takes 6 weeks and cost $$$$.

Victoria's Secret
Laila Logo Icon
Powered by LAILA

Strategy & Insights Agency

Team Red Dot

The Result: One analyst operating at the output of a team — without field research budget.

Explore Case Study
Button arrow showing right.Button arrow showing right.
4 min read
Button arrow showing right.
  • 80+ market research reports generated

  • 80% reduction in research time vs. manual GWI & desktop process

  • Synthetic personas, consumer surveys & sentiment

Victoria's Secret
Laila Logo Icon
Powered by LAILA

Advertising and Marketing Agency

Radix Media Mena

Explore Case Study
Button arrow showing right.Button arrow showing right.
4 min read
Button arrow showing right.
  • Strategic reports replacing days of desk research

  • Hypothesis Also: In depth research

The Result:
In depth research for high end jewelry brand

Victoria's Secret
Laila Logo Icon
Powered by LAILA

Venture Capital & Accelerator

Brinc - Venture Capital and Accelerator

A full market-research package per founder.

Explore Case Study
Button arrow showing right.Button arrow showing right.
3 min read
Button arrow showing right.
  • Built live, in 15 minutes instead of weeks.

  • Competitor landscape, market sizing, pricing bands & segments, generated in-session.

  • Faster Clarity for founders without adding to mentor workload.

The Result:
Faster clarity without extended timelines or mentor workload.

Shera logoSharjah img
Laila Logo Icon
Powered by LAILA

Entrepreneurship Center

SHERAA (Sharjah Entrepreneurship Center)

80 founders pressure-tested their go-to-market in four weeks – not months.

  • 90% reduction in time-to-decision

  • AI-powered market research in minutes, boosting founder confidence

Explore Case Study
Button arrow showing right.Button arrow showing right.
2 min read
Button arrow showing right.
Victoria's Secret
Laila Logo Icon
Powered by LAILA

Technical Product Manager

Feras Shammout

59,000 buyers identified and $10k in research fees saved – on a complex AI product.

Explore Case Study
Button arrow showing right.Button arrow showing right.
2 min read
Button arrow showing right.
  • 90% faster than the manual research it replaced.

  • weeks of validation compressed to minutes.

Napco SS
Laila Logo Icon
Powered by LAILA

CPG Validation . Pilot

NAPCO National

Three pet-food concepts tested against 50+ cat-owner segments – before a dollar of launch spend.

Explore Case Study
Button arrow showing right.Button arrow showing right.
3 min read
Button arrow showing right.
  • 98.7% validation accuracy.

  • To market in 4 weeks instead of 6 months.

Suhoola Founder
Laila Logo Icon
Powered by LAILA
Suhoola Logo

Cohort Founder . 2025

Omar Mokhtar

A strong product with fuzzy messaging – turned into a pitch that finally landed.

  • Value propositions tested against the target audience.

  • Messaging refined around what actually resonated.

Explore Case Study
Button arrow showing right.Button arrow showing right.
2 min read
Button arrow showing right.
Mustafa Abbas, founder of Counsello
Laila Logo Icon
Powered by LAILA
Counsello Logo

EdTech Founder

Counsello: From mentoring idea to MVP-ready direction

LAILA helped Mustafa validate the market, clarify mentor and mentee journeys, and shape a focused MVP path before build.

  • Market validation before MVP build

  • Mentor and mentee journeys clarified

Explore Case Study
Button arrow showing right.Button arrow showing right.
4 min read
Button arrow showing right.
RESEARCH BEFORE YOU BUILD
Mockup screens of Laila App in action.

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