How It Works

From keywords to market clarity in minutes.

No analyst. No enterprise contract. No guesswork. Just the real conversations your market is having — surfaced, synthesized, and ready to act on.

7-day free trial · No credit card required

Monitors
LinkedIn
X / Twitter
Instagram
Reddit
Simultaneously. In real time.
The Process

Three steps to stop guessing

Built for marketers, founders, and consultants who need market intelligence fast — without a tech team or a procurement budget.

01
Setup — takes 60 seconds

Tell Commenzo what to watch

Enter the keywords, pain points, competitor names, or industry phrases that matter to your work. Commenzo immediately begins scanning Reddit, LinkedIn, Instagram, and X — no integrations, no API keys, no technical setup.

Think: your product category, a competitor's brand, a customer pain point, or a trend you need to track.

LinkedIn
X (Twitter)
Reddit
Instagram
Keywords (Searching "Posts" on LinkedIn)6/15
Match types: Exact (exact phrase, default), Fuzzy (any word)
Delete selected
SelectKeywordMatch TypeActions
ai marketing
ai marketing automation
b2b marketing
saas marketing
02
Intelligence — updated continuously

Sentiment surfaces across every platform

Commenzo scores sentiment across your keywords by platform, by hour, and by topic. You see not just what people feel — but when they feel it most intensely and wherethey're most vocal.

This is the intelligence that used to require an analyst team. Now it updates in real time at a fraction of the cost.

Key Insights
Highest Sentiment Channel
Instagram
86.3% positive sentiment
Peak Sentiment Hour
7 AM
Avg score: 0.74 (23 posts)
Lowest Sentiment Channel
Reddit
35.2% negative sentiment
#
Most Positive Keyword
ai business intelligence
Score: 0.71 (29 posts)
Overall Sentiment
0.50
Strong positive engagement overall
Sentiment Trend
Posts over time
Chart placeholder
Negative
Neutral
Positive

Historical data available from day one — track how sentiment shifts over weeks and months, not just today.

03
Insight — cited and verifiable

Ask your data anything in plain English

Type a question. Get a cited, post-referenced answer — not a vague summary. Commenzo's AI synthesizes what's happening across all four platforms and surfaces the exact posts behind each insight.

Walk into your next campaign brief knowing what your market is actually discussing. Not what you assume. Not what a survey said last quarter.

AI Insights Assistant
Ask questions on demo post content to get AI-powered insights.
+ New Chat
💬 Chat
Chat History
What fears are B2B marketers expressing about AI tools right now?
10:17 AM

B2B marketers are expressing several fears and concerns regarding AI tools. Here are the key themes drawn from the actual posts:

  • AI Strategy Failures: Many believe failure is not due to the tech but the strategy. "Most AI marketing failures have one thing in common... It's your strategy that's broken" [Post #76]
  • Measurement Issues: "Most B2B teams don't have a growth problem. They have a measurement problem" — fear that AI ROI can't be accurately assessed [Post #26]
  • Trust & Integrity: Fear that AI could undermine personal connections — "people don't buy products; they buy the person behind the product" [Post #92]
Cited Posts:
thelimelightteam · instagram
Quick reality check: You rent your social media presence. The algorithm could evict you tomorrow...
Jon Czeranna · linkedin
Most AI marketing failures have one thing in common. Spoiler alert, it's not broken tech...
10:17 AM
Ask about industry trends, themes, or what people are discussing... (Press Enter to send, Shift+Enter for new line)
Take it further

AI Comment Generator

Once you know what your market is saying, enter the conversation. Commenzo surfaces the posts — and writes the reply. Platform-native, data-grounded, ready to copy.

Explore Comment Generator
Rows per page
10
Query
All queries
Platform
All platforms
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Platform
Content
Author
Posted At
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AI Comment
Query
Reddit
A cool way to use ChatGPT: "Socratic prompting" This week I ran into a couple of threads on Twitter about something called "Socratic Prompting". At first I thought, meh. But my curiosity was piqued...
Pansequito81
2/19/2026
04:03 AM
View ↗
Socratic prompting appears to enhance depth of responses by encouraging critical thinking, generating more nuanced insights...
marketing strategy
Reddit
What you guys need is a MOM. Finding work in my industry (copywriting and marketing strategy) is becoming super competitive. Normally, you become pretty well-versed in a few specific areas...
loves_spain
2/18/2026
08:20 AM
View ↗
The situation highlights increasing challenges in a competitive job market, where personal circumstances can overshadow qualifications...
marketing strategy
Reddit
I genuinely, without a doubt, believe Apple is going downhill, it's just something not a lot of people have realised yet. New releases every year, and the majority of the...
stranger2Me
1/30/2026
05:45 PM
View ↗
Your observations on the lack of significant improvements in Apple's products are valid, as many users have expressed similar frustrations...
marketing strategy
Who It's For

Built for people who work fast and think sharp.

Commenzo is designed for the marketer who doesn't have time for deep research — but can't afford to brief without it.

Solo Consultant / Freelancer

Stop guessing what your clients' markets care about.

Show up to every client brief knowing what their audience is anxious about, what they celebrate, and what they're actively discussing — sourced, cited, and ready to present.

"I used to spend half a day on secondary research before any new client brief. Commenzo cut that to 20 minutes."
Startup Founder

Know what your market fears before you write a word of copy.

Skip the expensive user research sprint. Understand what your potential customers are already saying — in their own words, on the platforms they use every day.

"It became a non-negotiable part of how I build. I check Commenzo before I write any landing page or launch email."
Marketing Manager

Your next campaign brief starts with what the market is actually saying.

Stop relying on last quarter's survey data. See how sentiment shifts in real time and build campaigns around what's top of mind for your audience right now.

"The cross-platform synthesis changed how we framed our last product launch. Reddit anxiety next to LinkedIn confidence told a completely different story."
Agency

Deliver client insights that used to take days — in minutes.

Compete with firms that have dedicated research teams. Commenzo gives your agency the intelligence layer to produce cited, cross-platform insights at a fraction of enterprise tool costs.

"We use Commenzo for every new client onboarding. It's become our unfair advantage in pitches."
FAQ

Common questions

Immediately. Once you enter your first keyword, Commenzo starts scanning all four platforms. You'll see your first sentiment data within minutes — no setup call, no onboarding process, no waiting period.

Stop building campaigns on gut instinct.

Your next brief starts with what's being said right now — not what you assume. Set up in 60 seconds.

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