⚡Stack Radar

YouTube Research & Ideation · Reviewed 22 Oct 2026

TubeLab

YouTube niche research, video tracking, and AI ideation platform for creators.

from $29 · free tier · tubelab.net ↗

Paid against free › YouTube Research & Ideation › TubeLab

149.8KEstimated total trafficModeled monthly visits1.5KRanking keywordsPublic search sample96/100Technical health15 pages checked1.2KReferring domainsLive backlink summary

Overview

01

Summary

The useful answer before the supporting detail.

TubeLab is an all-in-one platform for YouTube niche research, video tracking, and ideation, built for creators S12. It helps creators find profitable niches, track competitors, and generate video ideas and scripts using data-backed AI S12. The platform provides practical value by continuously monitoring YouTube to identify unsaturated niches and viral formats, enabling creators to make data-driven content decisions S12.

02

Product identity and positioning

Name, category, positioning, audience, and first-party claims.

  • Identity: TubeLab is an all-in-one platform for YouTube niche research, video tracking, and ideation S12.
  • Core purpose: It solves the problem of finding profitable YouTube niches and understanding what content performs well S12.
  • Intended users: YouTube creators seeking data-driven insights for content strategy S12 S57.
  • Product scope: A web platform with tools like Niche Finder, Outliers Finder, Scriptwriter, Rank Tracker, and Monetization Tracker S12 S100.
  • Positioning: TubeLab positions itself as a powerful tool that gives creators context on what's working right now S12.
  • Claimed distinction: It tracks every niche on YouTube to help creators find opportunities before they get saturated S12.
03

Use cases and audiences

Who the product serves and the jobs it is designed to handle.

AudiencePractical use case
YouTube creatorsFind profitable niches and viral video formats to guide content strategy S12.
Faceless YouTube creatorsDiscover niches that can generate significant revenue, as evidenced by user testimonials S12.
YouTube educatorsUse TubeLab to identify niches and scripts that perform, as cited in testimonials S12.
AI usersConnect AI model, ChatGPT, Codex, and Cursor to real YouTube data for ideation S60.

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
Niche FinderContinuously monitors YouTube to find unsaturated niches for creators S12.
Outliers FinderAnalyzes millions of top performers to reveal what makes videos go viral and tracks competitors' moves S12.
ScriptwriterGenerates video scripts that hook viewers, in the creator's own voice, using AI S12.
Rank TrackerAutomatically checks video rankings for keywords and countries, with no limits on tracked videos S57.
Monetization TrackerTracks YouTube channels that recently lost or regained AdSense monetization S100.
API AccessProvides access to Niche Finder and Outliers Finder data, including 400K+ channels and 4M+ outliers, updated daily S1.
AI IntegrationOffers an Agent Skill and MCP server to give AI agents full knowledge of TubeLab's API S1 S55.
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
APIAPIProvides access to Niche Finder and Outliers Finder data, including channels, outliers, and scans S1.
n8nIntegrationUse templates to automate niche finding, competition tracking, trends, and ideation S1.
MCP ServerAI interfaceAllows any MCP client (e.g., AI model, ChatGPT) to access TubeLab data S55.
Agent SkillAI interfaceGives any AI agent full knowledge of TubeLab's API S1.
Chrome ExtensionBrowser extensionChecks AdSense status and monetization potential for any video or channel S12.
CSV/Excel ExportData portabilityExport video rank data easily to CSV or Excel S57.

Pricing

11

Pricing and plans

Published plans, free access, trials, credits, and pricing limitations.

Plan or offerVerified price and billingIncludedLimits
Starter$29 per month, billed monthly; yearly billing gives 3 months free S55200 credits; unlimited Niche Finder and Outliers Finder with limited filters S551 channel; 50 tracked keywords S55
Pro$39 per month, billed monthly (promotional 20% off $49 list) S55400 credits; all filters; niche and trend reports; up to 16 scripts S555 channels; 100 tracked keywords; API access S55
Team$100 per month, billed monthly S551,000 credits; up to 40 scripts S5510 channels; 500 tracked keywords; priority support S55
Free Rank CheckerFree plan, no credit card required S57Rank checking for videos S57Not established S57

Competition

12

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
youtube.com424.8tube lab, tubelab
x.com224tube lab, tubelab
outlierkit.com111tube lab
tubelab.com111tubelab
toolfolio.com117tube lab
ca.trustpilot.com117tubelab

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

No supporting public-page evidence was collected for this category.

Independent review sources discovered

PlatformStatusDiscovered source
Googlediscovered_not_scrapedhttps://chromewebstore.google.com/detail/youtube-monetization-rpm/neagaoglchogomiemeeogamiknhkenmo

Website intelligence — Scout synthesis

The catalog does not include competitor names or comparisons. However, the homepage claims TubeLab tracks 'every niche on YouTube' and provides access to 500K+ channels and 5M+ outliers, positioning it as a comprehensive tool. W3 W6 W8

14

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

  • Estimated current generative-AI referral share: 2.5%
MonthSource
—All AI assistants
—All AI assistants

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
otherTubeLab's AI YouTube Scriptwriter researches and writes the video to keep people watching, in your own voice. Engineered for high retention. Ready to record.https://tubelab.net/
pricing<table aria-label="Pro plan comparison" class="jsx-362048535 comparison-list__table"><colgroup class="jsx-362048535"><col class="jsx-362048535"><col class="jsx-362048535 comparison-list__col-value"></colgroup><tbody class="jsx-362048535"><tr><th scope="row" class="comparison-list__feature"><div class="jsx-662243468 comparison-feature"><span class="jsx-662243468 comparison-feature__main"><button type="button" aria-expanded="false" aria-controls=":R16lja2km:-niche-finder-filter-recency-group :R16lja2km:-niche-finder-filter-recency :R16lja2km:-niche-finder-filter-language :R16lja2km:-niche-finder-filter-subscribers :R16lja2km:-niche-finder-filter-views-all-time :R16lja2km:-niche-finder-filter-avg-views-per-subscriber :R16lja2km:-niche-finder-filter-typical-views :R16lja2km:-niche-finder-filter-faceless-group :R16lja2km:-niche-finder-filter-faceless :R16lja2km:-niche-finder-filter-on-camera :R16lja2km:-niche-finder-filter-total-videos :R16lja2km:-niche-finder-filter-avg-duration :R16lja2km:-niche-finder-filter-content-authenticity :R16lja2km:-niche-finder-filter-made-with-ai :R16lja2km:-niche-finder-filter-made-for-kids :R16lja2km:-niche-finder-filter-long-form :R16lja2km:-niche-finder-filter-shorts :R16lja2km:-niche-finder-filter-monetized-group :R16lja2km:-niche-finder-filter-monetized :R16lja2km:-niche-finder-filter-demonetized :R16lja2km:-niche-finder-filter-revenue :R16lja2km:-niche-finder-filter-rpm :R16lja2km:-niche-finder-filter-revenue-sources :R16lja2km:-niche-finder-filter-audience-region-group :R16lja2km:-niche-finder-filter-audience-region :R16lja2km:-niche-finder-filter-audience-age-range :R16lja2km:-niche-finder-filter-dominant-gender :R16lja2km:-niche-finder-filter-income-level :R16lja2km:-niche-finder-filter-views-per-hour-group :R16lja2km:-niche-finder-filter-views-per-hour :R16lja2km:-niche-finder-filter-consistent-views :R16lja2km:-niche-finder-filter-terminated :R16lja2km:-niche-finder-filter-monetization-changed :R16lja2km:-niche-finder-filter-exclhttps://tubelab.net/pricing
integrationsAI-powered ideation based on outliershttps://tubelab.net/docs/api
integrationsWhy code when AI can do it for you?https://tubelab.net/docs/api
integrationsUse our Agent Skill to give any AI agent full knowledge of TubeLab's API.https://tubelab.net/docs/api
integrationsYou can also paste this link in your coding AI.https://tubelab.net/docs/api
integrationsAI-powered ideation based on outliershttps://tubelab.net/docs/api
integrationsWhy code when AI can do it for you?https://tubelab.net/docs/api
integrationsUse our Agent Skill to give any AI agent full knowledge of TubeLab's API.https://tubelab.net/docs/api
integrationsYou can also paste this link in your coding AI.https://tubelab.net/docs/api
integrations\* AI-powered ideation based on outliershttps://tubelab.net/docs/llms-full.txt
integrations\*\*Why code when AI can do it for you?\*\*https://tubelab.net/docs/llms-full.txt
integrationsUse our \Agent Skill\ to give any AI agent full knowledge of TubeLab's API.https://tubelab.net/docs/llms-full.txt
integrationsYou can also paste \this link\ in your coding AI.https://tubelab.net/docs/llms-full.txt

These are first-party product claims, not independent measurements of AI-search visibility.

Website intelligence — Scout synthesis

TubeLab has a strong AI integration presence:

  • Provides an MCP server for Claude, ChatGPT, Codex, and Cursor. W176
  • Offers an 'Agent Skill' for AI agents. W85
  • Provides a full-text documentation file for AI consumption: `https://tubelab.net/docs/llms-full.txt`. W86
  • The homepage mentions 'Claude & ChatGPT' as features. W5
15

Marketing opportunities

Actions calculated directly from the collected evidence.

OpportunityRecommended actionEvidence
Competitor gapReview the sampled queries where youtube.com appears.4 first-page appearances across tube lab, tubelab

Website intelligence — Collected evidence

Website evidence gaps

  • features: no usable public page was collected; verify whether the site publishes this evidence.
  • customers: no usable public page was collected; verify whether the site publishes this evidence.
  • reviews: no usable public page was collected; verify whether the site publishes this evidence.
  • changes: no usable public page was collected; verify whether the site publishes this evidence.
  • identity: no usable public page was collected; verify whether the site publishes this evidence.
  • technical: no usable public page was collected; verify whether the site publishes this evidence.

Website intelligence — Scout synthesis

The catalog reveals several marketing angles:

  • API and automation: The API enables automated niche finding, trend tracking, and AI ideation, appealing to developers and power users. W81 W82 W83
  • MCP integrations: Direct integrations with popular AI tools lower the barrier for non-technical users. W176
  • Social proof: Testimonials from creators with significant earnings (e.g., $500/day, $100K+ in 6 months) can be leveraged in marketing. W14 W19
  • Free data endpoints: YouTube data endpoints (videos, shorts, transcripts, comments) are free with an active subscription, a potential upsell. W55

Trust and proof

16

Customers, proof, and reviews

Published proof, customer signals, and review evidence.

Independent reviews

No citation-grounded independent review links were found.

Customer proof

No named customers, testimonials, or customer case studies were found.

Independent mentions

  • TubeLab - Find Profitable YouTube Niches & Viral Video Formats — TubeLab - Find Profitable YouTube Niches & Viral Video Formats ... TubeLab tracks every niche on YouTube - so you can find them before they get saturated. ... ### Find Profitable Niches Easily find new profitable channels by getting access to 500K+ channels, filterable by RPM, revenue and performance. ... Be the first to spot what works by getting access to 5M+ outliers so you can implement winning trends, titles & thumbnails before they become mainstream. ... ### Find unsaturated niches, before
  • YouTube Niche Finder - Market Research Tool by TubeLab — ### Discover trending, profitable niches TubeLab is constinously scanning YouTube searching for new and high-performing channels which uncover unsaturated niches. ... get clear RPM and revenue estimates. Filterable by revenue, monetization status, and
  • Youtube Niche Analyzer - Market Research Tool by TubeLab — Quickly analyze YouTube niches using live data to check market size, saturation levels and monetization potential. ... A niche can be considered profitable in two ways: either through high RPMs or low production costs. Even with lower RPM, you can still make money if your videos are inexpensive to create. ... - Audience Value - how much are advertisers willing to pay to get the attention of this viewers? - Video duration - how many ads can YouTube serve in a video? ... This two variables will th
  • YouTube Niche Finder / TubeLab Guides — does. TubeLab constantly scans YouTube for high-performing, under-the-radar channels exposing their niches and unique video formats. It does the heavy lifting for you, so you can focus on creating content instead of endlessly scrolling through YouTube.
  • Most Profitable YouTube Niches in 2026 — Here's TubeLab's Niche Finder in action. The interface lets you filter through 400,000+ channels to find breakout opportunities. You can sort by recency, apply monetization filters, check faceless potential
  • YouTube Outliers Finder - Viral Videos Library by TubeLab — of 5M+ curated videos. TubeLab has gone through 400M+ public videos to find the best outliers in any niche. ... Leverage unique filters like RPM estimations, content quality, faceless potential and 20+ other filters to find exactly what you're looking for
  • Pricing — / Features Expand rows for more details / Starter / Pro / Team / / --- / --- / --- / --- / / Niche Finder all filters ... info Unlimited usage / Limited filters / All filters Included, All filters / All filters Included, All filters
  • What are YouTube niches? / TubeLab Guides — Youtube niches are the sub-markets within the YouTube attention market. This niches represent unique combinations of: - Audience demographics & psychographics - Content topics, formats, and styles - Monetization strategies and business models Successful

External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.

17

Company, security, and trust

Ownership, policies, security signals, and public trust evidence.

SignalFindingSource
Company and ownershipThese Affiliate Program Terms (the "Affiliate Terms") govern your participation in the TubeLab affiliate program (the "Program") operated by TubeLab ("Company," "we," "us," "our"). They supplementsource
Contact and supportQuestions or concerns? Reading this privacy notice will help you understand your privacy rights and choices. If you do not agree with our policies and practices, please do not use our Services. If you still have anysource
Legal and privacyWhat is your refund policy?source
Security and complianceNot published on the collected pages.—
Uptime and status pageNot published on the collected pages.—
Domain registered2023-08-18—
Domain expires2029-08-18—

Not found on the collected pages: security and compliance, uptime and status page. This only means Scout did not find it on the pages it read; it says nothing about the company itself.

18

Documentation and product updates

Help resources, product guidance, and visible changes over time.

Resource or updateTypeWhat is availableDate or freshness
Product FAQFAQAnswers common product, workflow, pricing, privacy, ownership, API, and team questions. (source)Not dated
Quickstart - TubeLab API ReferenceAPI referenceCovers authentication, MCP setup, rate limits and errors, code examples. (source)Not dated
Contact and supportSupportPublic contact and support channel. (source)Not dated

Not found in the collected public sources: public roadmap, changelog or release notes, status page, separate help center or knowledge base.

Technical

19

Technical and delivery signals

Delivery model, platforms, API, data ownership, reliability claims and release activity.

SignalFindingSource
Delivery model (cloud, self-hosted, desktop, browser extension)Web-based platform with a Chrome extension S12.S12
Platforms and appsWeb platform; Chrome extension available S12.S12
API and extensibility (API, SDK, webhooks, MCP, plugins)Offers API, n8n templates, MCP server, and Agent Skill S1 S55.S1
Data ownership and exportRank data can be exported to CSV or Excel S57.S57
Performance and reliability claimsData updated everyday in real-time S1.S1
Release activityNot published on the collected pages.—
20

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
Domain registered2023-08-18 — Tucows Domains Inc.
Domain expires2029-08-18
First archived2013-07-02 — web archive
TLS certificateGoogle Trust Services, valid, expires 2026-11-27
Security headersHSTS
Headers not servedCSP, X-Content-Type-Options, X-Frame-Options, Referrer-Policy
Server headercloudflare
Mail handled bymx.zoho.eu, mx2.zoho.eu
Nameservershouston.ns.cloudflare.com, vera.ns.cloudflare.com
21

Technical site audit

A bounded multi-page crawl with page-level issues and URLs.

Scout — Bounded technical crawl

  • Pages crawled: 15 of 15 maximum
  • Technical health: 96/100
  • Critical issues: 0
  • Warnings: 12
  • Notices: 2

Issues

SeverityIssueValueAffected URL
warningTitle length should be reviewed7https://tubelab.net/pricing
noticeLow visible word count141https://tubelab.net/login
noticeLow visible word count139https://tubelab.net/sign-up
warningPage should have one primary H12https://tubelab.net/niche-analyzer
warningPage should have one primary H12https://tubelab.net/guides/introduction
warningTitle length should be reviewed72https://tubelab.net/tracker
warningMissing canonical URL—https://tubelab.net/docs/api
warningPage should have one primary H12https://tubelab.net/checker
warningDuplicate meta description in audit sample6https://tubelab.net/login
warningDuplicate meta description in audit sample6https://tubelab.net/sign-up
warningDuplicate meta description in audit sample6https://tubelab.net/youtube-niche-finder
warningDuplicate meta description in audit sample6https://tubelab.net/youtube-outliers-finder
warningDuplicate meta description in audit sample6https://tubelab.net/youtube-trending-formats
warningDuplicate meta description in audit sample6https://tubelab.net/checker

Crawled pages

StatusTitleH1sWordsResponseURL
200TubeLab - Find Profitable YouTube Niches & Viral Video Formats1785143 mshttps://tubelab.net/
200Pricing11348207 mshttps://tubelab.net/pricing
200Login / TubeLab1141106 mshttps://tubelab.net/login
200Sign Up / TubeLab1139288 mshttps://tubelab.net/sign-up
200YouTube Scriptwriter - AI Script Writing Agent by TubeLab114459292 mshttps://tubelab.net/youtube-scriptwriter
200YouTube Niche Finder - Market Research Tool by TubeLab146781 mshttps://tubelab.net/youtube-niche-finder
200YouTube Outliers Finder - Viral Videos Library by TubeLab1502522 mshttps://tubelab.net/youtube-outliers-finder
200YouTube MCP for AI model & ChatGPT - YouTube Data for your Agent163966 mshttps://tubelab.net/youtube-mcp
200YouTube Trending Formats - Viral Formats Tracker by TubeLab1492103 mshttps://tubelab.net/youtube-trending-formats
200Youtube Niche Analyzer - Market Research Tool by TubeLab2605110 mshttps://tubelab.net/niche-analyzer
200YouTube Niche Finder \TubeLab Guides2553222 ms
200TubeAvatar: The Cheapest AI Avatar Generator for YouTube13517210 mshttps://tubelab.net/tubeavatar
200Youtube Rank Tracker - Free Tool to Check Youtube SEO Rankings / TubeLab1407384 mshttps://tubelab.net/tracker
200Quickstart - TubeLab API Reference1445269 mshttps://tubelab.net/docs/api
200Youtube Rank Checker - Free SEO Tool by TubeLab292763 mshttps://tubelab.net/checker

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

22

Search Console and Analytics

First-party search and behavioral data connection state.

Modeled acquisition channels

ChannelEstimated share
direct36.5%
search50.0%
search organic47.4%
search paid2.6%
social6.4%
social organic6.3%
social paid0.2%
referrals4.3%
paid referrals0.0%
mail0.3%
gen ai2.5%
affiliate0.0%
other0.0%

First-party connections

IntegrationStatusData available after connection
Google Search ConsoleNot connectedClicks, impressions, CTR, average position, queries, pages, countries, and devices
Google AnalyticsNot connectedOrganic sessions, engagement, landing pages, conversions, geography, and devices

No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.

Website intelligence — Scout synthesis

No evidence in the catalog includes search console or analytics data. W1

Limits and method

23

Limitations and open questions

Known constraints and missing evidence from the collected pages.

The collected pages do not mention specific competitors. Evidence gaps include lack of detailed security certifications, uptime guarantees, and independent review ratings. Open questions remain about data accuracy and long-term reliability, as the service is provided on an as-is basis S112.

24

Sources, method, and limitations

Evidence inventory, collection method, provider use, and constraints.

This report is based on 14 collected pages from tubelab.net, including the homepage, pricing, API docs, support, and legal pages. External proof search was performed but no independent reviews or ratings were collected. Limitations include potential incompleteness due to 1 uncollected page and reliance on vendor-provided information.

Paid against free, in your inbox

One job at a time: the paid tools worth paying for, the free ones you can run yourself, and who should pick which.

No tracking pixels. One click to leave. We use your address to send Stack Radar and nothing else. Privacy.