Turn Real Conversations
Into Content That Ranks
We read the discussions happening on X and Reddit, analyze the sentiment and themes, and auto-publish citable, AI-ready articles — every quote verbatim, every source linked.
Conversations found
"Honestly the onboarding flow is what made us switch — took 10 minutes."
"Most tools overcomplicate this. The ones that win keep setup dead simple."
"Wish more vendors published their actual migration steps instead of a sales call."
Why Fast Onboarding Decides Which Tool Teams Actually Keep
A recent r/SaaS thread drew hundreds of responses from teams comparing how long each tool took to get running…
The intelligence layer behind every article
⚠ The problem
Your Best Content Ideas Are Buried in Conversations You'll Never Read
Every day your customers debate, complain, and recommend in public threads. Reading them all — let alone turning them into content — is impossible by hand.
Thousands of threads, zero time
Relevant discussions about your category pile up on X and Reddit faster than any team can read them.
Real insight, locked in noise
The exact pain points and questions your buyers have are sitting in comment sections — unread and unused.
Manual writing is slow
Turning a discussion into a sourced, well-structured article takes hours of reading, quoting, and drafting.
Competitors publish first
By the time you've spotted a trending conversation, someone else has already written the article that ranks for it.
✦ The solution
Conversations In. Citable Articles Out.
Conversation Intelligence reads the discussions happening in your space, extracts the sentiment, themes, and the exact words people use — then writes and publishes a finished, sourced article for each one. You set the topics; it does the reading, the analysis, and the writing.
⚙ What it does
Built to Turn Real Talk Into Ranking Content
Verbatim Quote Sourcing
Every quote in your article is the exact text from the original post — never paraphrased — and hyperlinked back to the source for full credibility.
Sentiment & Theme Analysis
AI reads each conversation and surfaces the overall mood plus the themes people raise most, ranked by how often they come up.
Pain-Point & Request Mining
It pulls out the frustrations and feature requests buried in the comments — the angles your audience actually cares about.
AI Editorial Strategy
Before writing, it decides the angle, voice, SEO target, and section structure from the data — so each article is positioned to rank.
Citable, AI-Ready Articles
Each 1,500–2,000 word piece is built to be quoted by ChatGPT, Perplexity, and Google AI Overviews — sourced, structured, and clear.
Always-On Autopilot
Set it once and it keeps scanning every 6, 12, or 24 hours — publishing fresh articles automatically as new conversations surface.
Every Claim Backed by a Real Person
Generic AI content gets ignored. Conversation Intelligence grounds every article in the exact words real people wrote — quoted verbatim and linked to the original X post or Reddit thread.
- At least four verbatim quotes woven through every article
- Each quote hyperlinked to its source post for credibility
- An attribution footer crediting the platform and thread
The Right Angle, Decided by the Data
Before a single word is written, AI reads the conversation and chooses the framing — should it defend a popular view, take a contrarian stance, or stay balanced? — plus the voice and the SEO question to answer.
- Angle chosen from real sentiment and pain-point counts
- An SEO target framed as the question your buyers ask
- Section headings built around what people actually search
A Content Pipeline That Never Sleeps
Add your keywords, subreddits, and the accounts worth watching. From then on it scans on the cadence you choose and publishes finished articles automatically — or holds them as drafts for review.
- Scan every 6, 12, or 24 hours — your call
- Auto-publish to your blog, or save as drafts
- Engagement filters keep low-quality posts out
📦 What you get
Real Results From Every Run
Each conversation becomes a finished article — and an insight report lands in your inbox before it publishes.
A published, citable article
A 1,500–2,000 word blog post per conversation, structured to be quoted by AI answer engines.
A sentiment breakdown
The positive, neutral, and negative split — plus the overall mood — of the conversation behind each piece.
A ranked theme list
The topics people raised most, with mention counts, so you see what your audience truly cares about.
Verbatim quotes & sources
The exact statements pulled for the article, each linked to its original post for verification.
An emailed insight report
Sentiment, themes, and quotes delivered to your inbox before the article is finalized.
An SEO-targeted headline
A title and section structure aimed at the real question your audience is asking.
🚀 How it works
From Conversation to Published Article in Three Steps
Set it up once. We handle the scanning, the analysis, and the writing — continuously.
Add Your Topics
Enter the keywords, subreddits, and X accounts that matter in your space — and set how often you want us to scan.
AI Analyzes the Conversations
We scan X and Reddit, then extract sentiment, themes, pain points, and the exact verbatim quotes worth citing.
Get a Finished, Sourced Article
Each qualifying conversation becomes a citable article — auto-published to your blog or held for review.
👥 Who it's for
Made for Teams Who Publish to Win
Agencies
Keep a steady stream of sourced, on-topic content flowing for every client — without adding writers. Set the topics per workspace and let it run.
Marketing Teams
Turn the community already talking about your category into a content pipeline that fuels SEO and AI search visibility.
Founders & Brands
Own the narrative in your space by publishing articles grounded in what real users are saying — at a pace you couldn't match by hand.
Content & SEO Consultants
Deliver citable, well-sourced articles fast — every claim backed by a real quote your clients can verify.
❓ FAQ
Conversation Intelligence FAQ
Start Turning Conversations
Into Content.
Put the discussions in your space to work — as citable articles, on autopilot.
Start Generating Articles