For marketing teams
Bring YouTube viewers’ own words into your next campaign
Read how people discuss products in your category. OutlierKit retrieves comments and video context so you can turn recurring questions into ideas to test.
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Try it yourself with 30 free credits
We market home espresso machines. Read the top comments on a popular Ninja vs Breville review. What do buyers care about?
Four themes from the 19 top viewer comments on one review:
- 1.Price and deals5In buyers' words: "the Ninja's price was unbeatable"
- 2.Ease over barista skill4In buyers' words: "80-90% of results and 10-20% of the effort"
- 3.Switching machines4In buyers' words: "tired of my Nespresso"
- 4.Will parts hold up4In buyers' words: "The only worry I have is the tamper."
Highlighted figure: comments.
Sell ease, then answer durability. Buyers praise café results without barista skill. Some ask whether parts will hold up. Test a response to that question in the campaign.
Marketing-led channels, broken down
Full breakdowns of marketing and business channels, with the hooks and formats behind their outliers:
Alex HormoziBusiness & scaling
- Subscribers
- 4.3M
- Avg views
- 199.1K
Growth In ReverseCreator-growth teardowns
- Subscribers
- 3.1K
- Avg views
- 1.2K
Est. $29 to $93/mo
Read the analysis →
Matt WolfeAI news & tools
- Subscribers
- 977.0K
- Avg views
- 102.2K
Codie SanchezBoring Businesses & Financial Freedom
- Subscribers
- 2.2M
- Avg views
- 427.8K
Est. $6K - $32K/mo
Read the analysis →Figures reflect the saved channel snapshots. Open an analysis to review the full context.
How it works
Find the language behind a product decision
- Read the questions viewers askLead with ease and price.
- Study how videos introduce a problemOpen on the choice problem.
- Find references for a campaign ideaTest the no machine angle.
Step 1 · Video Analyzer
Read the questions viewers ask
Group comments on relevant reviews by topic. Keep the original wording alongside each theme so your team can check the interpretation.
- Claude calls
- outliers_search, videos_comments
- In this example
- Lead with ease and price.
We market home espresso machines. Read the top comments on a popular Ninja vs Breville review. What do buyers care about?
Four themes from 19 top viewer comments on Liz Happybeans' Ninja Luxe Café Pro review:
- 1.Ease over barista skill5 of 19"The learning curve is minimal"
- 2.Price and deals5 of 19"bringing the price down to about $450 before tax"
- 3.Switching from another machine3 of 19"I sold my breville barista pro and bought the ninja 701 last year."
- 4.Warranty and support3 of 19"if something goes wrong under warranty you're probably in better hands with Ninja"
Highlighted figure: comments read.
Lead with ease and price. Each theme appears in 5 of 19 comments. Three buyers switched from another machine, and three raised warranty or support. Test those messages.
Step 2 · Outlier Finder
Study how videos introduce a problem
Compare openings in the transcripts of popular videos. Use them as creative references; view counts alone do not measure hook quality.
- Claude calls
- outliers_search, videos_transcript
- In this example
- Open on the choice problem.
Pull the openings of three popular home espresso buying guides. How do they introduce the problem?
All three open on the buyer's confusion, then promise a way to choose:
- 1.Best Espresso Machines (Beginner to Advanced) | Gear HeadsAmerica's Test Kitchen · 3.04M subscribers · 149.2K views. Opens on "choosing the right espresso machine can be overwhelming", then sorts picks by effort.
- 2.The BEST Espresso Setup Under $500… for YOULance Hedrick · 454K subscribers · 93K views. Rejects the single winner: "I don't believe there's a single best setup". Offers five setups by buyer type.
- 3.Every Type of Home Espresso Machine ComparedSeven Miles Coffee Roasters · 207K subscribers · 241K views. Starts from a question friends ask: "what machine should I buy for home". Compares machine types.
Open on the choice problem. Each video names the confusion in its first 30 seconds and frames the answer around the buyer. Use them as creative references, since views do not measure hook quality.
Step 3 · Outlier Finder
Find references for a campaign idea
Search for videos that explore a similar angle. Review the results before testing the idea with your own audience.
- Claude calls
- outliers_search
- In this example
- Test the no machine angle.
Our campaign idea is cafe quality coffee at home for less. Find videos that tried it.
Three videos on cafe drinks at home beat their channel average:
- 1.Stop Buying $7 Coffee, Make These 5 Vietnamese Coffee Drinks at Home4.9×Noms by Nancy · 18.8K subscribers · 342K views
- 2.Latte Art at Home! NO MACHINE NEEDED (for beginners)2.7×Annie Dang · 259K subscribers · 446.5K views
- 3.Make Starbucks Iced Coffee at Home With Me | Easy, Affordable & Delicious!1.3×Dolmaine · 35K subscribers · 151K views
Highlighted figure: vs channel average.
Test the no machine angle. Two of the three promise cafe drinks without an expensive machine. The strongest, at 4.9×, names the $7 cafe price in its title. Review them before testing.
Before you record: packaging and script tools
Once you pick the idea, OutlierKit writes the packaging and checks your script. You still film and edit the video yourself. The Title tool ranks its titles against real breakout videos near your topic. All four are on every plan and the 30-credit trial. On Pro and Max, the MCP connector also lets Claude run OutlierKit research for you.
Title
Writes 16 titles and ranks them against real breakout videos near your topic, with a score and a one-line reason for each.
Open in the app →How it worksDescription & hashtags
Writes the 150 characters people see and the rest of the description separately, then picks your hashtags.
Open in the app →How it worksChapters
Writes chapter titles that help viewers scan the video and jump to the part they came for.
Open in the app →Script review
Scores the script you wrote and shows what to fix before you record, so you reshoot and re-edit less.
Open in the app →How it works
A worked example
An espresso review surfaced questions about ease and durability
Liz Happybeans' Ninja vs Breville review has 57K views and 115 comments. The top 19 viewer comments raised price five times, ease of use four times and durability four times.
These are comments from one review, not a survey of the market. Use the themes to form questions for your next test.
The example shows a dated research result in Claude. Use the prompts below to explore your own topic.
Try a research question →We market home espresso machines. Read the top comments on a popular Ninja vs Breville review. What do buyers care about?
outliers_searchvideos_commentsFour themes from the 19 top viewer comments on one review:
| Theme | In buyers' words | Comments |
|---|---|---|
| Price and deals | "the Ninja's price was unbeatable" | 5 |
| Ease over barista skill | "80-90% of results and 10-20% of the effort" | 4 |
| Switching machines | "tired of my Nespresso" | 4 |
| Will parts hold up | "The only worry I have is the tamper." | 4 |
Sell ease, then answer durability. Buyers praise café results without barista skill. Some ask whether parts will hold up. Test a response to that question in the campaign.
See the research tools in action
Watch the product walkthrough for a tour of channel research and Competitor Studio. The feature sections above show how those tools fit your work.
“Great addition to my stack and simple to use. Hit an issue and the team worked hard to fix it. Great product, hardworking team.”
“OutlierKit has drastically reduced my time to plan content for my SaaS YouTube channel. The deep research feature revealed insights I'd overlooked earlier. A must-have if you're serious about YouTube as an acquisition channel.”
“I use Outlier Kit for supplemental channel audits and to help clients brainstorm video ideas and/or explore pivot strategies. It's a fantastic competitive intelligence tool to have in your arsenal.”
“I was consistent with uploading videos, but at a certain point, I wasn't able to understand how things were working. With OutlierKit, I was really able to understand the competitor landscape and identify the kinds of opportunities I could bet on.”
“It's really simple and gives really useful data and insights for choosing WHAT to make and how to structure it better. Will recommend to anyone seriously committing to YouTube.”
“After implementing the recommendations from the first report last week, my latest video has nearly tripled in views (2000) compared to my previous best one (700), so the recommendations do work.”
One creator on a small channel. Not a typical or promised result.
More reviews people have posted on Product Hunt, X and LinkedIn, unedited.
Choose where to do the research
Use OutlierKit for public research. Your own YouTube analytics supply the private performance data. Claude is an optional way to query OutlierKit.
| Task | OutlierKit app | OutlierKit in Claude | YouTube Studio |
|---|---|---|---|
| Research other channels | Outlier searches and channel analysis. Pro and Max add niche-wide Competitor Studio. | Request channel data and outlier results with the OutlierKit connector. | Use your channel analytics to understand your own audience and uploads. |
| Read video context | Review video analysis and research results in the app. | Request public transcripts and comments, then ask follow-up questions. | Check your own retention and traffic sources to assess a published video. |
| Package the video | Title, Description & hashtags, Chapters and Script review. Titles are ranked against breakout videos near your topic. | Ask Claude to draft packaging from the research data. The ranked Title tool and Script review run in the app. | Edit the title, description, tags and chapters after upload. No comparison with other channels. |
| Choose a plan | Hobby starts at $49/month. Competitor Studio requires Pro or Max. | Included with Pro, Max and the active free trial. Calls use your OutlierKit credits. | Included with your YouTube channel. |
Read the connector guide or YouTube’s analytics guide for the available reports.
Choose a research plan
Pro includes MCP access for comment research in Claude. Max adds comment and sponsor intelligence across a full niche in Competitor Studio.
Hobby
Best for experts and coaches running one channel
billed monthly
- ✓100 credits per month
- ✓Outlier Research
- ✓Keyword Research
- ✓Single-channel analysis
- ✓Single-video idea research
- Competitor Studionot included
- MCP & API accessnot included
Pro
Best for experts, consultants and brands publishing every week
billed monthly
- ✓500 credits per month
- ✓Everything in Hobby
- ✓Deep Research
- ✓AI script and hook analysis
- ✓Competitor Studio: niche-wide intel
- ✓MCP & API access
- ✓50 credits per connected channel
Max
Best for agencies running client channels, API pipelines
billed monthly
- ✓2,000 credits per month
- ✓Everything in Pro
- ✓50+ channel connections
- ✓Niche-wide sponsor & comment intelligence
- ✓On-demand data updates
- ✓Priority API access
Start with a research question
Start with outlier searches at 2 credits each. The 3-day trial also includes MCP access, and connecting it adds 20 credits. A comment request costs 2 credits per video.
No credit card required. Competitor Studio needs a paid Pro or Max plan and 50 credits per run. You choose whether to upgrade.
Start free trial →A note from Aditi
Comments preserve the words people choose to use. Those words are useful creative material, even when the sample is small.
I built OutlierKit to make this research easier to use. If you don’t find an insight worth pursuing during your trial, email me at hello@outlierkit.com. I’ll walk you through your YouTube strategy. If I still can’t help you find something useful, you get a full refund.
Aditi, founder of OutlierKitUpdated
Optional: research inside Claude
Ask a follow-up question about the data
The OutlierKit connector lets Claude request research and shape it into a brief. Pro, Max and active trials include access. A prompt may require several paid tool calls.
Find the top videos about [category]. Read their comments. List the top 20 objections, quoted.
- You get
- 20 quoted objections
- Tools called
- outliers_search, videos_comments
- Cost
- 2 to 10 credits per tool call
Pull the first 30 seconds of the 10 best videos on [topic]. What hooks do they share?
- You get
- A hook swipe file
- Tools called
- outliers_search, videos_transcript
- Cost
- 2 to 10 credits per tool call
Our campaign idea is [idea]. Find videos that tried it. Did they beat their averages?
- You get
- Examples to review
- Tools called
- outliers_search
- Cost
- 2 to 10 credits per tool call
Connect OutlierKit to Claude. For custom workflows, explore the API.
Before you get started
Is comment data reliable?
It is opinion, not a survey sample. Use it to find the words and the questions, then test them.
Do you show commenters' names?
No. This page quotes comments without names, and we suggest you do the same in your own research.
What is YouTube intelligence for marketing teams?
It means using YouTube videos and comments as market research. Viewers post their objections and questions in public, for free.
Which paid plans include the tools on this page?
Hobby starts at $49 a month with 100 credits. Pro is $99 with 500 credits and adds Competitor Studio, MCP and API access. Max is $399 with 2,000 credits and adds niche-wide sponsor research and on-demand updates. Annual billing is available.
Do I need Claude to use OutlierKit?
No. You can research in the OutlierKit app. The optional MCP connector lets Claude request public channel data, outliers, transcripts and comments. It is included with Pro, Max and an active free trial. Niche mapping and sponsor intelligence stay in Competitor Studio in the app.
What can I try before choosing a plan?
The free trial includes 30 credits with no credit card. Outlier and keyword searches cost 2 credits each; single-channel analysis costs 10. Competitor Studio costs 50 credits per run. Connecting the MCP connector adds 20 credits, so a trial can cover one run. On paid plans it is on Pro and Max. The Title tool costs 2 credits per run. Description & hashtags, Chapters and Script review are also included in the trial.
Can I change or cancel my plan?
Yes. Use your account settings to change or cancel your plan. The change takes effect at the end of the current billing cycle. Email hello@outlierkit.com if you need help.
Research the conversation around your category
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