Audience Intelligence
AI YouTube comment analysis that finds the business in your comments
Your comments are full of people asking what it costs, whether it works for their team, and what you'll cover next. AI YouTube comment analysis sorts them into questions, buying intent and objections, then connects them to the rest of your business, so the comments worth acting on actually get acted on.
Why reading comments isn't the same as understanding them
A video with 300 comments has maybe ten that matter to your business. They are easy to miss:
- “How much is this per month?” sits between forty emoji replies.
- The same question about team plans appears on three different videos, weeks apart.
- Someone who asked about pricing in a comment emails you a week later, and nobody connects the two.
YouTube Studio shows likes, replies and sentiment at a glance. It doesn’t tell you which comments are sales opportunities, which questions keep repeating, or who is still waiting on an answer.
What AI YouTube comment analysis finds
Memoraxis reads the comments on your videos and sorts the ones that matter into business signals:
- Buying intent: questions about price, plans, availability or how to buy.
- Questions: what your audience keeps asking, grouped across videos.
- Objections: doubts and complaints that stop people from buying, like “setup looks like a lot of work”.
- Requests: topics, features and videos people are asking you to make.
- Trends: topics people are asking about more than they were in the previous period.
Everyone else sees
924 likes · 18 comments
Memoraxis reads
3 opportunities · 1 objection
- “How much is it per month?”Sales opportunity· pricing
- “Does this work for a small team?”Question· team plans
- “Setup looks like a lot of work…”Objection· onboarding
- “Been waiting for something like this”Advocate· brand
Instagram Post
Introducing Memoraxis as your personal assistant
Conversation Intelligence
High intent, low volume. Fewer comments than usual — but the ones you got are asking how to buy.
Recommended action
Reply to the 3 pricing questions today, then publish a setup walkthrough as your next post.
💬 Audience is asking
- “How much is it per month?”
- “Does this work for a small team?”
- “How long does setup take?”
Top audience themes
Business value
What Memoraxis does here
18.4K views924 likes18 comments62 shares310 saves
YouTube Video
How We Built Memoraxis
Conversation Intelligence
Strong reach with high-intent conversations. Viewers aren't just watching — they're asking about pricing and requesting a demo.
Recommended action
Create a follow-up video answering the most common pricing and demo questions.
💬 Audience is asking
- “Is there a free plan?”
- “Can I connect Instagram and Gmail?”
- “Do you support WhatsApp?”
Top audience themes
Business value
What Memoraxis does here
Read-only — analyzes & drafts, never posts or publishes
128.4K views6,840 likes247 comments5.3% engagement
Cross-channel intelligence
One audience. Multiple channels. One business memory.
↓ What matters?
↓ What should you do next?
A customer asks about pricing on Instagram. Another asks on YouTube. A third emails you about the same thing. Memoraxis connects the dots.
So later you can just ask:
“Who showed interest in my consulting service this week?”
And the answer includes that Instagram DM and that YouTube comment — next to the email thread they turned into, and the meeting you booked off them.
Other comment analyzers stop at the report
Most YouTube comment analyzers turn one video’s comments into a summary: sentiment, top topics, a word cloud. That is useful once. It is not where the business happens.
The person asking about pricing in your comments may also follow you on Instagram, email you a week later, and book a call the week after. Memoraxis keeps all of it in one business memory, across YouTube, Instagram, Gmail, Outlook, Google Calendar, Microsoft Calendar, Google Drive, OneDrive and Teams.
| Capability | Comment analyzer tools | Memoraxis |
|---|---|---|
| Analyzes YouTube comments | Yes | Yes |
| Finds buying intent, questions and objections | Partly — Varies | Yes |
| Tracks the same question across many videos | Partly — Rarely | Yes |
| Includes Instagram comments | Partly — Rarely | Yes |
| Connects comments to email, calendar and documents | No | Yes |
| Remembers months later | No — One report at a time | Yes |
Scroll the table sideways to compare →
The same question, three places
Someone asks the price under a YouTube video. Someone else asks about team plans on Instagram. A third person emails asking for pricing.
Separately, that is three notifications. In one business memory, it is a pattern: recurring pricing interest worth answering publicly, with the specific questions to answer and the people still waiting on a reply.
What you can ask
Once your YouTube channel is connected, ask in plain language:
- “What are people asking about most this month?”
- “Which comments show buying intent that I haven't replied to?”
- “What objections keep coming up about pricing?”
- “What video topics are my viewers requesting?”
Who it's for
Creators
Selling a product, course or service, and need to know which viewers are ready to buy.
For creators →Founders
Using YouTube for marketing, and need audience questions to reach the product and sales side.
How Memoraxis helps founders →Small teams
Comments, email and calls are all handled by the same few people.
Questions
- What is AI YouTube comment analysis?
- It uses AI to read the comments on your videos and sort them by what they mean: questions, buying intent, objections, requests and recurring topics. Instead of scrolling hundreds of comments, you see the few that matter and why.
- How do I analyze YouTube comments with AI?
- Connect your YouTube channel to Memoraxis. It reads the comments on your videos, groups them into business signals, and lets you ask questions like “what are people asking about most this month?” in plain language.
- Can AI find sales opportunities in YouTube comments?
- Yes. Comments asking about price, plans, availability or how to buy are buying intent. Memoraxis flags them as opportunities so you can reply while the interest is still warm.
- Does it work with Instagram comments too?
- Yes. Memoraxis connects Instagram as well, so a question asked on both platforms shows up as one pattern instead of two separate threads. It reads public comments on your own posts; direct messages are not included.
- How is Memoraxis different from a YouTube comment analyzer?
- A comment analyzer produces a report for one video. Memoraxis keeps your comments in a business memory alongside your email, calendar and documents, so it can connect a comment to a later email or meeting and remember it months later.
- Is my channel data private?
- Yes. Memoraxis reads your data through your own authorized accounts and does not sell it. You can disconnect your channel at any time, and the privacy policy sets out what is stored.
Turn your comments into business signals
Connect YouTube, Instagram and your inbox, and see which conversations are worth your time. See pricing for what each plan includes.
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