
Get full market clarity
Building something? We've likely researched your market
You'll find here market clarity reports for 100+ products (SaaS, apps, etc.)
Everything has been scanned - find your product now
Building something? We've likely researched your market. Find your product in your database of 100+ market clarity reports.

What we do
We build market clarity reports for digital businesses.
Why? Because we've seen too many entrepreneurs build things people don’t want, or in an oversaturated market, or with zero thought to distribution strategy, or with no clear ICP, or by betting on “viral growth” instead of building repeatable channels, etc.
Basically, entrepreneurs build without clarity. So we do the research for them.Our team scrapes the internet for real signals (digging into customer complaints, reviews, forums, competitor websites, landing pages, distribution channels, ad libraries, strategies, and tactics) and then we compile everything into a sharp, data-backed report.
This is how every report is structured : here is the demand → here are your customers → here is what they complain about on internet → here is the full list of pain points you need to fix → here is your competition → here is what they offer → here is what people like and don’t like about them → here are the opportunities for you → here is what you shouldn’t waste time on → here is what could be your value proposition → here is what could be your positioning → here is your business model → here is how much you should charge → here is where you will find your customers → here is how you will redirect them to your website or landing page or app at scale → here is how you will convert them into customers → here is what could kill your project → here is what you need to prioritize, now and later.
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Ai Agents
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Data Analysis Tools
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Design & Creative
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Shopify Apps
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Engineering & Development
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Finance
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Health & Fitness
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Llms
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Marketing & Sales
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No-Code Platforms
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Platforms
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Product Add-Ons
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Productivity
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Social & Community
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Travel
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Voice Ai Tools
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Web3
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Find your product
AI Agents
AI Agent Automation Tools
85% of enterprises will have AI agents in their workflows in the coming years. The problem? Most agents today are still underwhelming. So how do you avoid building something no one wants?
Simple: you need real market clarity. That’s exactly why we've put this report together.

AI Chiefs of Staff
These AI tools are incredible: they can do in minutes what used to take humans hours. But the market’s already packed with note-takers, copilots, and every kind of niche assistant. So the real question is: how do you make yours stand out?
That’s what we break down in this document, the stuff you actually need to go to market.

AI Data Scientists
The AI Data Scientist market is very noisy. Everyone’s saying they do the same thing. To stand out, you need more than “we automate insights”. You need a sharp value prop, and you need to know exactly where (and how) you’ll distribute.
We have drafted the full strategy in this report.

AI Designers
AI design tools are exploding. One problem though: most AI designers are still just prompt wrappers. Users want more than another image generator.
You also need to know where your users actually discover and adopt new tools. That's exactly what we break down in this go-to-market report.

AI Engineers
There are already 1,000+ AI coding assistants competing for developer mindshare. The top 1% capture 90% of the market. So how do you avoid becoming another forgotten GitHub repo?
Simple: you need the right distribution channels and positioning. We've mapped out the exact go-to-market playbook here.

AI SDRs
AI SDR tools are everywhere. VCs have poured $1.5B into this category just this year. But here's what they don't tell you: 80% will be dead within 18 months.
They mostly fail because they target the wrong buyers with the wrong message. Don't be another casualty. Learn the proven go-to-market strategy with our document.

AI Voice Agents
The voice AI market is noisy. Everyone claims to handle calls "just like a human". To stand out, you need more than good speech-to-text. You need killer positioning and the right distribution strategy.
We've analyzed what separates the winners from the noise. Everything you need to win is in this report.

Can't find your product? Email us at team@mktclarity.com
Data Analysis Tools
Analytics Databases
Analytics Databases are built for speed at scale, powering dashboards, BI tools, and advanced analytics.
To win with one, you need to price in a way that matches how people actually query data, show real-world proof points that buyers can trust, and give teams ready-to-use playbooks so they can see business impact right away. We'll show you how.

Business Intelligence Tools
BI tools are hard to market. The usual pitch (“Get insights fast”) is what 99% of them say ... and it does not convert. Pretty charts don’t go viral. Customers hate pricing that “scales with value.”
The truth: BI tools that reach $M in revenue almost always follow the same playbook.
The strategies rarely change … and we’ve packaged them all for you here.

Data Visualization Tools
If you’re building a data visualization tool, here’s the truth: success depends less on features and more on convincing companies it will change how they consume data. Most already use Tableau, Power BI, or Looker.
Founders think UI or chart flexibility is a differentiator, but many failed. Meanwhile, customers are clear online about what they truly need.
This document distills those insights.

Can't find your product? Email us at team@mktclarity.com
Design & Creative
3D & Animation Tools
If you want to build a successful 3D & Animation tool, there are a few key rules. The first 15 minutes of a trial must feel magical, otherwise, you’ve lost the customer.
And remember: users don’t recall the 20 features they never touched. They remember the first bug they hit during import (and they’re vocal about it online).
To make sure you’re focusing on what really matters, we’ve put together this report for you.

AI Characters
Character AI has ~30M monthly active users, with people spending about 75 minutes per day on the platform. Virtual influencers drive 3x higher engagement than human ones, and over 50% of marketers believe they’ll play a major role in the future.
Something big is happening. You can jump on it, but success depends on building and distributing with the right strategy. We’ve outlined everything you need to know in this document.

AI Generative Media Tools
The average creative professional spends ≈ $500 each year on assets — stock photos, videos, templates, audio, and plugins. There’s a massive market waiting.
However, the AI generative media market is noisy. Everyone promises "video from text” or “music in seconds". To stand out, you need more than another demo. You need a sharp value prop and the right distribution strategy. We'll show you exactly how.

AI Headshot Generators
The good thing about AI headshots is people see them as a personal branding investment, so they’re willing to pay. There’s also room to innovate: multi-style packages, background swaps, dynamic expressions, even blockchain-verified shots.
But don’t be just another tool that’s only slightly better. We’ve studied user needs and competitor gaps ... and this document shows the big opportunities.

Avatar Generators
AI avatars are no longer just "talking faces" but a fast-growing market. Creators use them for branding and privacy, companies for assistants, support, and sales, and gaming/metaverse platforms for immersive interactions.
Before launching, know the challenges: broad audiences, demos that must land, tricky pricing, user concerns about ethics and legality, etc.
This report maps it all out.

Design Resources
UI components, templates, stock photos, graphics, 3D, fonts … the demand is endless. Even with many players, there’s still plenty to build. The market keeps growing as every business absolutely needs a digital presence, and the volume of content (ads, posts, banners) has exploded.
If you’re launching or scaling a design resources business (whether tools, assets, platforms, or services) there are the critical levers to focus on. We’ve mapped them all here.

Graphic Design Tools
The need for graphic design tools is bigger than ever. Businesses rely on them for websites, apps, ads, and social content ... and the demand keeps rising as visual content volume explodes.
Here is how you can succeed on this market.

Mobile Editing Apps
Mobile editing apps are awesome because they transform phones and tablets into portable creative studios for photo, video, and design work.
The biggest go-to-market challenge: standing out in a crowded space where users expect editing apps to be free, super easy to use, packed with features, and to deliver instant value from the start.
Not easy but we have some answers for you in this document.

Music Generation Tools
AI music generation tools make it easy to produce background music, jingles, or experiments.
This report shows how people pay (subscriptions, credits, bundles), where these tools earn most, and how they compare to sample packs, stock libraries, and DAW plugins. It also outlines which channels work best (APIs, Discord bots, integrations) and which social platforms reach users.
In short, a full market clarity report.

Photo Editing Tools
You probably know it already but there are a lot of players in this space. From free open-source tools like GIMP to giants like Photoshop. The pain point is standing out.
Most tools promise similar things: “easy to use,” “powerful editing,” “AI-powered,” etc. That makes it tough for a new tool to claim unique ground without sounding like “just another editor”.
We’re solving this problem in this document.

Video Editing Tools
Video editing feels intimidating (linked to complexity, steep learning, and heavy software) so acquisition campaigns face skepticism.
You’re also targeting very different audiences: pros comparing to Adobe, and beginners wanting plug-and-play.
This report lists the key problems to solve for a successful tool and shares solutions from our market research.

Wireframing Tools
Wireframing tools are built for speed and clarity, helping teams sketch ideas, collaborate visually, and validate concepts early.
To win, you need pricing that matches how people actually design, proof points teams can trust, and ready-to-use templates to show value fast.
There’s a lot more to unlock ... and we’ll unveil everything in the report.

Can't find your product? Email us at team@mktclarity.com
Shopify Apps
Shopify Analytics Apps
Data is everything, and these apps turn Shopify stores into insight engines. They offer deeper performance tracking, customer segmentation, and forecasting that Shopify’s built-in analytics can’t match. But merchants only adopt what’s truly actionable.
This report maps the opportunities and give you the whole strategy you need to adapt.

Shopify Shipping Label Apps
Managing shipping is tedious, but these apps make it simple by letting merchants generate and print labels right from the Shopify dashboard. With built-in carrier integrations (UPS, USPS, DHL, etc.), they handle rate calculations and streamline fulfillment.
The market is crowded, though ... this report shows how to break through.

Shopify Up-sell and Cross-sell Apps
Think of these as revenue multipliers. By recommending complementary or higher-value products at checkout or during browsing, they push customers to spend more. Some rely on simple rules, others on AI ... but either way, execution matters.
In this report, we unpack how to design, market, and scale these apps successfully.

Can't find your product? Email us at team@mktclarity.com
Engineering & Development
A/B Testing Tools
AI Code Editors

AI Coding Agents

Automation Tools

Code Editors

Vibe Coding Tools

Website Builders

Can't find your product? Email us at team@mktclarity.com
Finance
Accounting Software and Tools

Budgeting Apps

Financial Planning Tools

Fundraising Resources

Investing Tools

Invoicing Tools

Money Transfer Tools

Tax Preparation Tools

Treasury Management Platforms
Can't find your product? Email us at team@mktclarity.com
Health & Fitness
Activity Tracking Apps

Meditation Apps

Mental Health Apps

Therapy Apps

Workout Apps

Can't find your product? Email us at team@mktclarity.com
LLMs
AI Chatbots

AI Infrastructure Tools

LLM Developer Tools

LLM Fine Tuning Tools

Prompt Engineering Tools

Can't find your product? Email us at team@mktclarity.com
Marketing & Sales
Advertising Tools

Affiliate Marketing Tools

AI Sales Tools

CRM Software and Tools

Customer Loyalty Platforms

Email Marketing Tools

GEO Tools

Keyword Research Tools

Lead Generation Tools

Marketing Automation Platforms

SEO Tools

Social Media Agencies

Social Media Management Tools

Survey and Form Builders

No-code Platforms
No-Code AI Agent Builders

No-Code App Builders

No-Code Website Builders

Can't find your product? Email us at team@mktclarity.com
Platforms
Affiliate Platforms

Online Learning Platforms

Real Estate Platforms

Review Platforms

Startup Communities

Virtual Event Platforms
Can't find your product? Email us at team@mktclarity.com
Product add-ons
Chrome Extensions
Did you know that 86% of Chrome extensions never break 1,000 users? Also, fewer than 0.3% hit a million.
They all fail because they launch without a real plan. Don't be another one, read and learn from this report.

Figma Plugins
There are ≈ 10,000 Figma plugins. How can you become as popular as Content Reel, Iconify, Unsplash, Stark, Figmotion or Design Lint?
We're telling you everything in this report.

Figma Templates
The average Figma user spends ≈ $100 each year on premium templates. Figma has more than 13 million active users. There's a huge market out there.
With the right strategy, you can own a big slice of this pie. We will tell you how.

Notion Templates
There are ≈ 30,000 Notion templates. Top creators make over $100,000 per month.
How can you become one of them? Well, you'll need a strong strategy. That's why we have made this report for you.

Slack Apps
The estimated market size for Slack-based apps, bots, and integrations is ≈ $180 million USD in direct ecosystem revenue.
However, you will have to compete with ≈ 2,600 apps. How to make sure you're building something Slack users need? We answer that in this report.

Twitter (X) Apps
Since X decided to (massively) increase their API cost, a lot of apps have shut down. There is less competition and it might be an opportunity for you.
Let's discover together what users really need now and how to distribute efficiently and at scale to them.

Wordpress Plugins
Today more than ever, people want to customize their WordPress experience. This year, plugin submissions grew 87%. Some (Elementor, Yoast SEO, etc.) now have over 5 million installs. Elementor alone makes $35M annually.
How can you build something as successful? Well, after hours of research, we have some answers for you.

TikTok SEO Tools
65% of Gen Z now use TikTok as a search engine. Optimized videos can also surface on Google, giving creators reach beyond the app. It's a major opportunity.
For TikTok SEO tools, adoption is key. The best ones feel seamless, fitting naturally into a creator’s workflow instead of adding another dashboard.
This market clarity report will answer all your questions.
Can't find your product? Email us at team@mktclarity.com
Wordpress Themes
It's not that easy to sell a premium Wordpress themes ≈ $50 when 13,000 themes are free. However, it's possible. The Avada theme, for example, has surpassed $20 million since launch.
How can you replicate such success? We're giving you the whole strategy in this report.

Can't find your product? Email us at team@mktclarity.com
Productivity
Ad Blockers
AI Notetakers

Legal Services

Note and Writing Apps

PDF Editors

Resume Tools

Search Tools

Security Software and Tools

Spreadsheets

Team Collaboration Tools

Time Tracking Apps

Writing Assistants

Can't find your product? Email us at team@mktclarity.com
Travel
Flight Booking Apps
Maps and GPS Apps

Travel Apps

Weather Apps
Can't find your product? Email us at team@mktclarity.com
Voice AI Tools
AI Dictation Apps

Realtime Voice AI Tools

Text-to-Speech Software and Tools

Transcription Tools

Translation Tools

Can't find your product? Email us at team@mktclarity.com
Web3
Crypto Exchanges
Crypto Tools

NFT Marketplaces
Can't find your product? Email us at team@mktclarity.com
Social & Community
AI Content Detection Tools
Business Newsletters
Business Podcasts
Community Management Tools
Youtube Channels
Can't find your product? Email us at team@mktclarity.com