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We harvested “Openclaw” across 23 subreddits via Telegram. 50 posts, 7,445 comments. Here are the results, exactly as they appear in your dashboard.
An intelligent orchestration platform that automatically manages AI agent costs, prevents wasteful token usage, and improves reliability through dynamic model routing and context management.
A comprehensive security platform to protect AI agents from vulnerabilities, prompt injection, and data exfiltration, ensuring compliance and peace of mind.
An intuitive, wizard-driven platform for one-click deployment and management of AI agents, abstracting away technical complexities for non-technical users.
A curated library of SOUL.md templates, pre-engineered for specific personas, roles, and guardrails. Enables users to rapidly define effective AI agent personalities.
A comprehensive library of pre-built rules and behavioral templates to prevent agent loops, hallucination, and undesirable actions. Improves consistency and trust.
A plug-and-play memory system that prevents context loss, manages data decay, and facilitates efficient recall across sessions and tasks.
A robust platform for multi-agent coordination. Enables agents to communicate, share context, delegate tasks, and collaboratively achieve complex goals.
Mentioned in 12+ threads. Emotional intensity: Extremely High.
Users are “burning tokens” with zero visibility into costs. API bills balloon to $100s–$750/month from heartbeat cron jobs alone, and there are no built-in spending limits, per-agent budgets, or alerts.
“OpenClaw has zero cost controls built in. No per-agent budgets, no token caps per request, no spending alerts, no daily ceilings. It'll happily burn through whatever your API provider allows.”
“Even using Sonnet, just BURNS my tokens $25/50USD on nothing but a few commands and no real output; it's INSANE. Can't get a handle on it.”
The dirty secret nobody talks about: most people running agents 24/7 either aren't checking their bills yet, or are about to get a very unpleasant surprise.
Mentioned in 15+ threads. Emotional intensity: Critical.
The agent ecosystem is riddled with security failures. Bundled backdoors, 800+ malicious skills in the official marketplace, and 135,000+ exposed instances. Users are uninstalling within hours of setup.
“The #1 most downloaded skill on OpenClaw marketplace was MALWARE... it stole your SSH keys, crypto wallets, browser cookies, and opened a reverse shell to the attacker's server.”
“I installed it over the weekend and then within a few hours uninstalled it and revoked all access. Shit is a disaster waiting to happen. No thanks.”
Current agent frameworks are widely perceived as “fundamentally insecure.” Users are asking for guardrails, sandboxes, and kill switches just to feel safe running basic tasks.
The people who want AI agents most are the ones being scared away by the setup.
Non-technical users, the exact audience that would benefit most, are blocked by “weeks of work,” “setup nightmares,” and documentation that “assumes everyone is a 250882 IQ savant.” Some are literally offering to pay strangers for help.
“This has taken like 30-40 hours of constant back and forth, debugging, having the agent tell me it's working when it's not working.”
“Can I pay someone to do this setup for me? Or together with me. DM me.”
There's a massive unmet demand for simplified onboarding. Users don't need more features, they need someone to make the existing ones actually accessible.
Market research is too long, too boring, and too subjective.
ValidSaaS fixes the process so you can focus on building.
Three steps. Real data. No guessing.
“Spent 20 hours manually searching Reddit for pain points... found 3 solid ideas.”
“Built features before validating demand. Wasted 4 weeks on something nobody used.”
“Most founders skip research because the process itself is broken.”
“Founders report no easy way to validate ideas before building. Manual research takes weeks and most still guess what to build...”
Finds validated market gaps from real user complaints
Ship a working demo in hours, not weeks — test demand before building
Web dashboard. Telegram bot. PDF reports. Everything a solo founder needs to validate fast.
Collect posts, full comment trees, and auto-suggested subreddits. Up to 200 posts per harvest with deep thread expansion.
Get a BUILD, BUILD WITH CONSTRAINTS, VALIDATE HARDER, or DO NOT BUILD verdict with a 7-day validation plan and founder-focused strategy.
Every insight is backed by actual Reddit quotes with links. See exactly what real users said and where they said it.
Color-coded reports with table of contents, opportunity cards, risk analysis, and clickable Reddit evidence links.
Market gap validation from real user conversations
7-Day Validation Plan
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