Conversational User Feedback Capture
FeatureBot is an AI tool that captures and manages user feedback conversationally.
In plain English
FeatureBot collects feedback by talking with people, instead of making them fill out a form. Teams that want comments from their users pay a subscription, because a conversation can catch details a short form misses, and the tool keeps those comments organized. The AI does most of the chatting, the sorting, the payments, and the first setup. The person running FeatureBot still checks that the product stays useful, helps customers, spreads the word, and steps in when a comment is unusual or needs a careful human look.
~$99 MRR; $99 verified revenue last 30 days (TrustMRR/Stripe, Oct 28, 2026)
Operator: John Joubert
Revenue independently checked: documents reviewed by a publication, or a public dashboard.
Not disclosed.
The tool stack
Payments
OpenAI API ↗LLM / vision
Supabase ↗Database / auth
Prices are the vendors' published list prices as researched in Oct 2026 and change often — always check the vendor's pricing page.
Step-by-step setup
- Ingest a business's docs and FAQs.
- AI agent answers on web or chat channels.
- Hand off to a human when unsure.
- Subscriptions by messages or agents.
What's automated vs. the human 20%
The machine does
- Core AI generation/analysis
- Billing and onboarding
You still do
- Product quality and support
- Distribution and marketing
- Compliance and edge cases
Overview
FeatureBot is an AI tool that captures and manages user feedback conversationally.
Operator: John Joubert. Category on TrustMRR: Artificial Intelligence. Founded: 2025-12-26. Website: https://featurebot.com/
Estimated split: about 80% of the work automated, 20% human.
Realistic income
TrustMRR (checked Oct 28, 2026) shows about $99 MRR and $99 in Stripe-verified revenue over the last 30 days, $990 verified over its tracked history. This is one operator’s result, often after months or years of work, and doesn’t predict yours. Check the live listing — numbers change.
Risks
- Wrong answers hurt customer trust — needs guardrails.
- LLM costs scale with usage.
- Startup cost and time to first dollar are not disclosed.
*Income figures are illustrative ranges based on public pricing and typical outcomes reported by practitioners, not guarantees. Most new online businesses earn little or nothing at first. Not financial, legal or tax advice.
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