Reddit Insights — AI Themes, Pain Points & Ideas
Point it at any Reddit scraper's dataset (posts or comments) and get AI insights: recurring themes, user pain points, sentiment, frequently asked questions…
Real output — exactly what you get
A real result from a live run of this tool, trimmed for length. You get clean JSON (or CSV) like this, every run.
{
"subject": "r/SaaS CRM pain",
"itemsAnalyzed": 5,
"summary": "Users express frustration with existing CRM solutions, highlighting issues with cost, complexity, and limitations in free tiers. Many are looking for simpler, more affordable alternatives that provide essential functiona…",
"sentiment": {
"positive": 15,
"neutral": 20,
"negative": 65
},
"topThemes": [
"Cost of CRM solutions",
"Complexity and bloated features"
],
"painPoints": [
"High costs of CRM services",
"Unsuitable features for solo founders"
],
"faqs": [
"What is a good low-cost CRM for solo founders?",
"Are there CRMs that do not require monthly subscriptions?"
],
"productIdeas": [
"A simple, no-frills CRM focused on contacts and deals",
"A freemium CRM with gradual scaling features"
],
"toolsMentioned": [
"Hubspot",
"Notion"
]
}What you get
- Works with ANY Reddit scraper
- Themes, pain points & sentiment
- Product & content ideas from the gaps
- FAQs and tools mentioned
Use it for
Product & market researchAudience pain-point miningContent ideasNiche validation
Frequently asked questions
What do I feed it?
The dataset from any Reddit scraper (posts or comments) — it combines title and body automatically.
What do I get?
Top themes, pain points, sentiment, FAQs, product/content ideas and tools the community mentions.
Ready to try Reddit Insights — AI Themes, Pain Points & Ideas?
Run it free on Apify — no install, results in minutes.
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