AI-Powered Market Intelligence

StopGuessingWhattoBuild.FindGuaranteedGaps.

TrendGap uses AI to analyze 100,000+ app reviews weekly across G2, TrustPilot, App Store, Capterra and the Product Hunt. We uncover high-pain, low-competition niches before anyone else.

Pain Score92
Shopify
Shopify Returns AI

Auto-classify return reasons & draft refund replies from 1,200+ merchant complaints.

E-commerceLow comp.
Pain Score87
Slack
Slack Standup Bot

Async standups with AI summaries — 340 teams asking for a lighter alternative to Geekbot.

B2B SaaSQuick build
Pain Score81
Chrome
Chrome Tab Saver

Session restore + smart tab groups. 2.1k upvotes on Reddit pleading for a OneTab replacement.

ExtensionSolo-dev
0ideas analyzed todayUpdated 4 min ago

TrustedbyBuildersandIndieDevelopers

See it in action

From raw complaints to a ready-to-ship blueprint in seconds.

From signal to blueprint

A continuous data pipeline running 24/7.

Scraping Complaints
G2G2
App StoreApp Store
CapterraCapterra
AI
Deep Analysis
TrendGap
Validated Blueprint

Tracking signals across

Shopify App StoreShopify App Store
G2G2
CapterraCapterra
Chrome Web StoreChrome Web Store
iOS App StoreiOS App Store
Slack DirectorySlack Directory
Product HuntProduct Hunt
RedditReddit
Shopify App StoreShopify App Store
G2G2
CapterraCapterra
Chrome Web StoreChrome Web Store
iOS App StoreiOS App Store
Slack DirectorySlack Directory
Product HuntProduct Hunt
RedditReddit

How it works

Three steps from market noise to validated opportunity.

We Listen

Scrapers monitor thousands of negative reviews across app stores, forums, and review sites every hour.

AI Analyzes

GPT-5.5 Pro calculates Market Pain Scores, clusters complaints, and surfaces the highest-leverage gaps.

You Build

Get a ready-to-code blueprint, tech stack recommendations, and GTM playbook tailored to the niche.

You find the idea.
Build it with anything.

TrendGap validates the problem. Pick your favorite AI tool and start shipping — no more guessing what to build.

Get started
Cursor
Cursor
Claude
Claude
ChatGPT
ChatGPT
Lovable
Lovable
Replit
Replit
Gemini
Gemini

Optimized for pain points

How our curated opportunity stream handles data truth compared to alternative methods.

Data Signal Purity
How well the system filters out spam & broken tools.
TrendGap
100% Curated
Automated Scrapers
Noisy (Spam Included)
Static Directories
Pre-Screened
Generic AI Chatbots
Synthetic / Guesswork
Real-World Proof Links
Provides exact links back to real user frustrations.
TrendGap
Direct Sourcing
Automated Scrapers
Static Directories
Rarely Linked
Generic AI Chatbots
Actionable Blueprints
Includes UI architectures & DB schemas for builders.
TrendGap
Full Tech Blueprints
Automated Scrapers
Static Directories
Basic Text Summary
Generic AI Chatbots
Requires Heavy Prompting
Update Frequency
How often fresh opportunities are unlocked.
TrendGap
Daily Drops
Automated Scrapers
Weekly / Irregular
Static Directories
Monthly / Static
Generic AI Chatbots
Instant (But generic)
Niche & Ecosystem Focus
Filters by high-value platforms (Shopify, Chrome, etc.).
TrendGap
Ecosystem Specific
Automated Scrapers
Single Stream Only
Static Directories
Generic AI Chatbots
Broad/Surface Level

Sample report

See exactly what you get

TrendGap surfaces high-pain, low-competition SaaS and mobile app niches by analyzing real user complaints across review platforms, communities, and app stores. Then ranks them by a Market Pain Score so you know what's worth building.

trendgap.app / reports / shopify-b2b-wholesale
Shopify App StoreB2B & Wholesale· Updated 2h ago

Native B2B wholesale pricing for Shopify

Mid-market merchants are stitching together 3–4 apps to handle tiered pricing, net terms, and quote drafts. Consolidation play with strong intent signals.

91
Opportunity
High signal · Low competition
+24% search intent (30d)
Top pain points · from 4,218 reviews
  • Bulk discount logic is buried in third-party apps92
  • No native way to gate B2B pricing by customer tag87
  • Exporting net-terms invoices requires CSV gymnastics74
  • Sales reps can't draft quotes inside Shopify Admin68
TAM signal
$48M
addressable / yr
Build time
6–9w
MVP estimate
Competitive density
  • Wholesale Pro3.4 · 412
  • B2B Hub3.1 · 287
  • TradeGate2.9 · 156
All incumbents rate < 3.5★ — clear quality gap

BUILDER CREDIBILITY

Started building it? Claim the idea.

Verify you're shipping with $100+ MRR and your product gets featured on the idea card — turning the niche into a credibility badge and a backlink to your launch.

91Hot
Shopify App Store

Native B2B wholesale pricing

Merchants stitching 3-4 apps for tiered pricing & net terms. Consolidation play.

View Blueprint

Get featured, not scooped

When someone discovers the niche, your product shows up first — directly on the idea card.

Verified by revenue

We manually review every claim. $100+ MRR proof keeps the wall honest and earns real trust.

Free permanent backlink

Approved claims include a do-follow link to your product. Compounding SEO from a high-DR domain.

REAL-TIME PIPELINE

Live analyses in flight.

Every review, complaint and feature request, parsed across the platforms founders care about. Updated continuously.

Trendgap · Live Ops
12:56:12 UTC
  • A12
    CAPTERRA
    ANALYZING
    CPT · INGEST
    0184203
  • B07
    G2
    INGESTING
    G2 · INGEST
    0271845
  • C04
    APP STORE
    SCORING
    APP · INGEST
    0942117
  • D21
    PRODUCT HUNT
    QUEUED
    PRH · INGEST
    0058392
  • E15
    REDDIT
    LIVE
    RDT · INGEST
    1284506
  • F09
    PLAY STORE
    ANALYZING
    PLY · INGEST
    0812044
UPTIME 99.98%v4.21

Loved by builders

Wall of Fame

Real teams using TrendGap to skip months of guesswork and ship things people actually pay for.

TrendGap surfaced a Shopify niche we shipped in 9 days. It's now doing $14k MRR. This is the research tool I wished existed for years.
Maya Chen
Maya Chen
Founder · Loopkit
Used TrendGap to pick our second product. Six weeks later we had paying customers. Zero guesswork, all signal.
Ethan Walsh
Ethan Walsh
Co-founder · Brightline
I went from idea paralysis to a validated roadmap in one afternoon. The opportunity scores are eerily accurate.
Jonas Berg
Jonas Berg
Solo Founder · Quietboard
TrendGap surfaced a Shopify niche we shipped in 9 days. It's now doing $14k MRR. This is the research tool I wished existed for years.
Maya Chen
Maya Chen
Founder · Loopkit
Used TrendGap to pick our second product. Six weeks later we had paying customers. Zero guesswork, all signal.
Ethan Walsh
Ethan Walsh
Co-founder · Brightline
I went from idea paralysis to a validated roadmap in one afternoon. The opportunity scores are eerily accurate.
Jonas Berg
Jonas Berg
Solo Founder · Quietboard
FAQ

Questions, answered.

Everything you need to know before discovering your next niche.

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