Find users for your AI product
AI tool discussions happen constantly on Reddit, X, LinkedIn, and HN. CatchIntent finds users actively looking for solutions like yours.
AI discovery is a noisy, crowded space
Hundreds of AI tools launch every week. Users are overwhelmed with options. The companies that win are the ones who find users at the exact moment they're looking for help — when they describe a problem or ask for recommendations. Social listening cuts through the noise.
AI company growth challenges
The AI market is uniquely challenging. Here's what makes growth difficult for AI tool companies.
Overwhelming competition
New AI tools launch daily. Standing out in a sea of 'AI-powered' products requires perfect timing and positioning.
Rapid evaluation cycles
Users try multiple AI tools quickly. If you're not in consideration during their 24-hour evaluation window, you lose.
Use case discovery is hard
Users know what they want to accomplish, not which AI category to search. You need to find them by problem, not product.
Model comparison discussions
'ChatGPT vs Claude vs Gemini' threads happen constantly. Your positioning in these discussions shapes perception.
Early adopter timing
AI early adopters move fast. By the time you see a trending discussion, they've already made their choice.
How it works
Get started in minutes, not days
Set up your keywords
Add keywords for your ai & ml companies space, competitors, and problems you solve.
AI monitors 24/7
CatchIntent scans Reddit, HN, and Bluesky for relevant conversations and buying intent.
Receive qualified signals
Get alerts for high-intent conversations. AI filters noise so you see what matters.
Engage and convert
Respond to opportunities while conversations are active. Build relationships that convert.
Why teams choose CatchIntent
Cut through the noise
Find users actively seeking AI solutions, not just browsing. Quality over quantity.
Match use cases to users
Users describe problems, not products. Find them when they describe what you solve.
Win comparison discussions
Engage in 'X vs Y' threads. Shape perception while users are actively deciding.
Acquire early adopters
Find AI enthusiasts who try new tools and spread word of mouth.
Understand real usage
Learn how users actually use AI tools. Discover use cases you never considered.
Move at AI speed
Real-time monitoring matches the pace of AI market evolution.
Real signals AI companies catch
These are actual examples of signals CatchIntent surfaces for AI companies.
"Been testing every AI coding assistant. Here's my honest ranking after 3 months of daily use..."
"Ask HN: What's everyone using for AI code review? Looking for something that integrates with our PR workflow."
"Claude is great for coding but terrible for [specific task]. Anyone found something better for this use case?"
"Our team evaluated 5 AI tools for customer support. Here's what actually worked vs the hype..."
"Finally! An AI tool that does [specific task] without the complexity. Exactly what I needed."
"Hot take: The best AI tools right now aren't the big names. Smaller focused tools are winning for specific use cases."
Simple pricing,
no surprises
Pay for high-quality signals, not keyword noise. All plans include monitoring across all supported platforms.
Free Trial
$07-day free trial included with every plan. Try CatchIntent risk-free.
Basic
For solo founders testing the waters.
Pro
PopularFor teams ready to scale outreach.
Enterprise
For teams who need the best signals & full control.
Frequently Asked Questions
Which AI categories work best?
All categories: writing assistants, code tools, image generators, automation, analysis, chatbots, agents, and more. If users discuss your AI category online, it works.
Where do AI discussions happen?
r/artificial, r/ChatGPT, r/LocalLLaMA, r/StableDiffusion, X, LinkedIn, Hacker News, Bluesky tech communities, and dozens of use-case specific subreddits.
How do we compete with OpenAI and Anthropic?
Focus on specific use cases. Users seeking specialized solutions often prefer focused tools over general-purpose AI. Find your niche.
How fast is the AI market moving?
Very fast. Real-time monitoring is essential. Conversations from last week are ancient history in AI. CatchIntent provides real-time alerts.
Should we monitor model release discussions?
Absolutely. Major model releases trigger massive discussion. Be present when users evaluate new capabilities and compare to alternatives.
How do we handle AI skepticism?
Be honest about limitations. Users appreciate transparency about what AI can and can't do. Over-promising damages trust permanently.
Have more questions? Browse all FAQs or talk to the founder .