If you already mine Reddit for product ideas, you know the pattern: you stumble on a spicy thread, see ten people complaining about something, and wonder, "Is this a real opportunity or just noise?"

This is where Reddit buyer-intent research comes in. Done well, it turns chaotic conversations into a clear map of what people want, what they’d pay for, and which ideas are worth building.

This guide walks through a practical, manual workflow first. Then we’ll see where a tool like Miner fits as a workflow accelerant—not a replacement for thinking.

What “Buyer Intent” Really Means On Reddit

On Reddit, buyer intent isn’t someone typing a credit card number. It’s the language that reveals:

• They have a concrete problem or job-to-be-done.
• They’re actively looking for a solution.
• They’re comparing tools or workflows.
• They signal willingness to pay, time, or attention.

You’re looking for posts and comments that sound like:

• “Is there a tool that does X for Y?”
• “How do you all handle [workflow] right now?”
• “What do you use for [specific job]?”
• “I’d pay good money for something that…”
• “We’re currently spending $X / month on [hacky solution].”
• “Our team wastes N hours/week because there’s no good tool for…”

Buyer intent exists on a spectrum:

• Low intent: casual complaints, abstract opinions, off-hand “this sucks.”
• Medium intent: specific pain, clear context, but no explicit search or budget.
• High intent: they’re actively searching, comparing, or stating what they’d pay.

Your goal is to systematically surface and log the medium-to-high end of that spectrum.

Why Reddit Is Unusually Good For Buyer-Intent Research

Compared to keyword tools, surveys, or polished blog posts, Reddit has a few advantages:

• Real workflows, not hypotheticals: People describe what they actually do, with messy details, limitations, and hacks.
• Context-rich signals: You see job titles, team sizes, tech stacks, budget constraints, and internal politics in one thread.
• Unprompted demand: You’re not leading them with a survey question; they came to rant, ask, or compare because the pain is real.
• Long-tail specificity: Threads go deep. You’ll see niche workflows and edge cases that never show up in keyword tools.
• Comment validation: Upvotes, “same here,” “we do this too” comments help you estimate frequency and urgency.

The downside: it’s noisy. Subreddits overlap, search is temperamental, and it’s easy to get lost.

So you need a tight workflow.

Step 1: Map Your Niche To The Right Subreddits

First, you need a map of where your buyers actually talk. You want subreddits where:

• Your target user hangs out (identity-based).
• Your target job or workflow gets discussed (task/role-based).
• Your target tools/competitors get mentioned.

Build a subreddit map

Pick a concrete niche to make this real. Example: “B2B workflow automation for small agencies.”

Your ideal users might be:

• Agency owners and ops people
• Marketing and creative operations teams
• Technical founders who help agencies automate

Relevant subreddit types:

• Identity / role: r/agency, r/marketing, r/digital_marketing, r/freelance, r/Entrepreneur, r/startups
• Job / workflow: r/marketingautomation, r/zapier, r/nocode, r/Notion, r/ClickUp, r/CRM
• Tool / ecosystem: r/HubSpot, r/salesforce, r/airtable

To build your own map:

1. Start with obvious subs: search Reddit for your niche’s core words.
2. Check the sidebar of each sub for “related subreddits.”
3. Sort posts by “Top” (past year) and scan: Do you see your target users and workflows?
4. Keep a simple list with 2–4 tags per subreddit:
   • Audience (e.g., “SMB agencies, owners”)
   • Topic (e.g., “CRM setup, ops”)
   • Volume (high/medium/low)
   • Signal quality (on-topic vs memes/self-promo)

You don’t need to be perfect. A list of 10–20 reasonably relevant subreddits is enough to start.

Step 2: Craft Search Queries That Surface Buyer Intent

Reddit search is frustrating but workable if you think like a buyer, not a builder.

Core query patterns

Instead of searching for “automation tools,” search for the language people use when they’re stuck.

Combine:

• Problem language:
  • “wasting time”
  • “manual”
  • “spreadsheet”
  • “copy-paste”
  • “broken”
  • “too many tools”
• Buyer-intent triggers:
  • “what do you use”
  • “how do you handle”
  • “is there a tool”
  • “recommend”
  • “looking for”
  • “alternatives to”
  • “I’d pay”
• Context words:
  • “agency”
  • “client onboarding”
  • “hand-off”
  • “reporting”
  • “invoices”

Example queries to run inside a specific subreddit:

• site:reddit.com "is there a tool that" "client onboarding"
• subreddit:agency "how do you handle" "client reporting"
• subreddit:marketingautomation "what do you use for" "monthly reports"
• subreddit:zappier "too many zaps" "how do you all"

You can use:

• Reddit’s own search with subreddit:NAME "phrase" syntax.
• Google with site:reddit.com r/agency "what do you use for" for better ranking.
• Time filters: focus on the last 6–12 months to avoid outdated patterns.

Filters and sort order

Use sort and time to bias for buyer intent:

• Sort by Relevance first, then check Top and New.
• Timeframe: last year or last 6 months; you want live workflows, not 2017 SaaS stacks.
• In comments: click “search within comments” when available or use Google’s inurl:comments patterns.

For a given subreddit, you might run a cluster like:

• subreddit:agency "what do you use for" "onboarding"
• subreddit:agency "is there a tool" "proposal"
• subreddit:agency "our clients keep" "manual"

You’re not hunting a single viral thread. You’re looking for repeated patterns across multiple smaller ones.

Step 3: Recognize True Buyer-Intent vs Casual Complaints

Reddit is full of venting. You need a mental sorter.

Casual complaints (low signal)

These usually:

• Lack context (“this tool sucks” with no detail).
• Have no clear workflow or stakes.
• Don’t mention budget, time cost, or consequences.
• Get low engagement, few thoughtful replies.

Example:

“Zapier is so annoying sometimes lol”

Not useless, but not enough to build on.

Pain with context (medium signal)

You want posts that include:

• A concrete situation:
  • “We are a 5-person agency handling 20 clients…”
• A job-to-be-done:
  • “We onboard new clients into 4 tools and it takes forever.”
• A problem:
  • “Our current spreadsheet tracking keeps breaking.”
• Some stakes:
  • “We miss steps and look unprofessional.”

Example:

“We’re a 4-person social media agency and our onboarding is chaos. We send docs via email, use a Google Form, then manually copy everything into ClickUp, Slack, and our invoice system. People forget steps, we lose client info, and it’s a mess.

How do you all handle client onboarding? Is there a tool that combines intake + task creation + invoice setup?”

This is solid medium-intent. No explicit budget yet, but clear pain and context.

High buyer intent

Signals that push it to high intent:

• Explicit search:
  • “Is there a tool that…”
  • “What do you all use for…”
  • “Alternatives to [tool] for [job].”
• Budget / willingness to pay:
  • “We’d happily pay $X/mo if it saved us Y.”
  • “Currently paying $X but still doing [manual work].”
• Existing stack:
  • “We’re using [tool A] + [tool B] + spreadsheets; none work well.”
• Comparisons and decision-making:
  • “We’re choosing between [tool A] and [tool B] for [job].”

Example:

“We currently pay about $150/month for [Tool] + some custom Zapier stuff to onboard clients to our funnel. It still takes about 1.5 hours per client and we mess things up.

I’d pay more for something that standardized our intake, set up tasks in ClickUp, and created the Stripe subscription automatically. Does anything like that exist?”

This is strong buyer intent:

• Clear job (client onboarding)
• Current budget (~$150/month)
• Time cost (1.5 hours per client)
• Explicit willingness to pay more.

When you scan threads, highlight and log these phrases, not just the link.

Step 4: Track Signals In A Simple Spreadsheet

Reddit is great for discovery, terrible for memory. You need a lightweight capture system so patterns emerge.

Use a spreadsheet or doc. Columns might include:

• Source – reddit or x
• Subreddit / handle – e.g., r/agency
• Link – direct URL to the post
• User type – your guess (agency owner, ops, solo, etc.)
• Job-to-be-done – in their language
• Pain description – key snippet
• Current workaround – what they use today
• Willingness to pay – any budget or time saved clues
• Frequency – count of how many similar posts you’ve seen
• Urgency – low/medium/high based on stakes
• Opportunity notes – your shorthand interpretation

Example row for the agency automation case:

• Source: reddit
• Subreddit / handle: r/agency
• Link: [paste URL]
• User type: small agency owner (4-person)
• Job-to-be-done: client onboarding across tools
• Pain description: manual intake, copy-paste into ClickUp/Slack/invoices; missing steps
• Current workaround: Google Form + email + manual setup
• Willingness to pay: already paying $150/mo, says would pay more to fix
• Frequency: 3 (after you’ve logged similar posts)
• Urgency: high (lost time, embarrassment in front of clients)
• Opportunity notes: standardized intake + automation layer for agencies; integrate ClickUp + Stripe

You’re building a small research database, not just bookmarking links. This is exactly the kind of structured signal Miner later compresses for you daily.

Step 5: Rank Opportunities By Strength

Not every pain is equally worth pursuing. Use a simple scoring system based on:

• Frequency – how often does this problem appear across threads/subreddits?
• Clarity – can you describe the job-to-be-done in one sentence?
• Urgency – what happens if they don’t solve it? Embarrassment? Lost revenue? Churn?
• Budget clues – are they already paying for tools or wasting expensive time?
• Workflow specificity – is there a concrete workflow you can design around, or is it vague?

You can create a quick numeric score:

• Frequency (0–3)
• Clarity (0–2)
• Urgency (0–3)
• Budget clues (0–2)
• Workflow specificity (0–2)

Max score = 12.

Our agency onboarding example might score:

• Frequency: 2 (seen several posts across r/agency and r/marketing)
• Clarity: 2 (very clear: client onboarding and setup)
• Urgency: 2 (lost time and professionalism, but not life-or-death)
• Budget clues: 2 (paying $150/mo, willing to pay more)
• Workflow specificity: 2 (intake → tasks → Slack → invoices)

Total: 10/12 → worth deeper validation.

Use this ranking to decide what gets a landing page, cold outreach, or prototype—and what stays in the research backlog.

Mini Case Example: “B2B Workflow Automation For Small Agencies”

Let’s walk through a mini end-to-end pass using our example niche.

1) Map subreddits

You decide to target:

• r/agency
• r/digital_marketing
• r/marketingautomation
• r/zapier
• r/ClickUp

You jot them into your sheet with a brief note on each.

2) Run buyer-intent queries

Inside each:

• subreddit:agency "how do you handle" "client onboarding"
• subreddit:agency "what do you use for" "reporting"
• subreddit:marketingautomation "is there a tool that" "agency"
• subreddit:zappier "too many zaps" "client"

You find:

• Multiple r/agency posts describing manual onboarding and chaotic spreadsheets.
• A r/zapier thread where someone is at the limit of their automations and wants something “more structured for agencies.”
• A r/ClickUp thread where an agency owner asks for a template or system to standardize new clients.

3) Extract buyer-intent language

From a few posts, you highlight:

• “We’re using 3 different forms and then manually creating projects in ClickUp.”
• “Clients complain that they have to enter the same info 3 times.”
• “Currently pay for Typeform + Zapier + PandaDoc, but it still feels duct-taped.”
• “I’d love an out-of-the-box onboarding system for agencies that just works.”

These are all medium-to-high intent snippets.

4) Log into your spreadsheet

You add rows for each thread, capturing:

• Job-to-be-done: client onboarding, proposal & contract, reporting
• Workarounds: forms + Zapier, manual templates, ad-hoc spreadsheets
• Budget: anywhere from $50–$200/month in existing tools.
• Urgency: recurring frustration and “we mess up and look amateur.”

After an evening session, you have ~15 rows.

5) Score and prioritize

You notice:

• Client onboarding appears in 6 threads across 3 subreddits.
• Reporting pain appears in 4 threads, but often tied to existing tools like Data Studio.
• Proposal/contract workflow appears, but with fewer explicit “I’d pay for…” statements.

Your scoring might show:

• Onboarding automation: 10/12
• Reporting automation: 8/12
• Proposal automation: 6/12

Now you have a prioritized starting point: build and test around onboarding first.

At this stage, you could:

• Draft a landing page targeting “done-for-you onboarding system for small agencies.”
• Reach out in DMs to a few thread authors.
• Run lightweight tests (emails, demos, prototypes).

This entire pass is doable in 1–2 focused evenings.

Where X (Twitter) Fits As A Cross-Check

Reddit gives deep, context-rich stories. X (Twitter) gives speed and breadth.

Use X as a complementary signal source, not your primary.

How to search X for buyer intent

Use advanced search operators:

• "is there a tool that" "client onboarding"
• "what do you use for" "agency reporting"
• "we pay" "per month" "automation"
• "looking for" "agency ops" OR "agency operations"

Filters:

• Set language and date (e.g. last 6–12 months).
• Consider filtering to min_faves:5 to avoid very low-signal tweets.
• Use -job -hiring to skip hiring tweets when searching phrases like “looking for.”

Look for:

• Founders/marketers complaining about their workflows.
• Threads asking “What does your [process] stack look like?”
• Replies where people list tools and hacks.

Cross-check patterns

From your Reddit research, let’s say you identified:

• Pain: “client onboarding is chaotic.”
• Workflow: intake → tasks → communication → billing.
• Budget: $50–200/month range.

On X you might search:

• "client onboarding" agency "manual"
• "agency onboarding" "intake form" "ClickUp"

If you see:

• Similar complaints about copy-pasting data.
• People listing multiple tools they chain together.
• Agencies sharing their DIY onboarding systems.

…then you’ve validated that the pain exists beyond Reddit, in public.

Log these X signals in the same spreadsheet, just mark Source = x. Even a small number of corroborating tweets can boost your confidence that you’re not chasing a Reddit-only artifact.

Where Miner Fits Into This Workflow

Everything above works manually. You can absolutely:

• Build a subreddit map.
• Handcraft search queries.
• Read threads, highlight language.
• Log signals into a spreadsheet.
• Rank opportunities by strength.

You should do this at least once yourself. It calibrates your eye for buyer-intent language and teaches you what “real” demand looks like in the wild.

But as soon as you try to:

• Track multiple niches at once.
• Monitor dozens of subreddits and X searches continuously.
• Catch new signals as they emerge (not once a quarter).
• Keep your spreadsheet updated without burning all your research time…

…the manual process starts to strain.

This is where a tool like Miner naturally fits:

• Daily brief: Miner scans Reddit and X for you, surfacing posts that match buyer-intent patterns like “what do you use for…”, “is there a tool that…”, and explicit budget mentions.
• Ranked signals: Instead of you manually ranking every thread, Miner highlights repeated pains, consolidates similar language, and gives you a short list of high-signal opportunities.
• Examples library: You get concrete buyer-intent snippets to copy into your own research document, landing pages, and outreach.
• Weak signals: Miner also surfaces early, low-volume patterns—things you might miss if you only do manual sweeps every few months.

Think of Miner as:

• A research accelerant once you already understand what you’re looking for.
• A way to maintain a continuous feed of demand signals without living on Reddit/X.
• A backup system that catches threads while you’re busy shipping.

You don’t need Miner to start. But if you’re serious about using buyer-intent research as a core part of your product workflow, it compresses hours of scanning into a few minutes of reading each day.

A Reusable Checklist For Reddit Buyer-Intent Research

Use this whenever you explore a new product idea or vertical.

Where to look

• List 10–20 relevant subreddits: identity-based, role-based, workflow-based, and tool-based.
• Prioritize subs where your actual buyers hang out, not just your peers.
• For each sub, scan Top posts (past year) to verify it’s on-topic.

What to search

• Combine:
  • Problem language: “manual”, “spreadsheet”, “copy-paste”, “broken”, “wasting time”.
  • Buyer-intent triggers: “what do you use for”, “how do you handle”, “is there a tool that”, “looking for”, “alternatives to”.
  • Context words for your niche: role, vertical, workflow, tool.

What signals to collect

• User type: who is speaking? (role, team size, environment)
• Job-to-be-done: what are they really trying to accomplish?
• Pain description: in their own words, with screenshots if available.
• Current workaround: tools, hacks, spreadsheets, manual steps.
• Willingness to pay: explicit budget, time saved, current spend.
• Frequency/echo: similar posts and “same here” comments.

How to decide if demand is worth testing

• Do you see the same pain across multiple posts/subreddits?
• Can you describe the workflow and desired outcome clearly?
• Are stakes more than “mild annoyance”? (time, money, reputation, churn)
• Are people already paying for imperfect solutions?
• Does your opportunity score (e.g. 0–12) beat other options you’re considering?

If the answer is “yes” on most of these, move from research to experiments: landing pages, outreach, small prototypes.

Bringing It Together: Act This Week, Not Someday

Reddit buyer-intent research is one of the fastest ways to ground your product ideas in reality:

• You see messy, real workflows instead of surveys and wishful thinking.
• You get language, objections, and budget clues straight from your buyers.
• You can stack opportunities and pick the ones with the clearest demand.

You don’t need a complex stack to start:

1. Pick a niche and map 10–20 subreddits.
2. Run buyer-intent queries for 60–90 minutes.
3. Log 15–30 high-signal posts into a spreadsheet.
4. Score them and pick one job-to-be-done to test.

Do this manually at least once this week. Once you’ve felt how powerful these signals are—and how much time it takes to keep up with them—consider adding a tool like Miner to your workflow.

Miner won’t tell you what to believe. But it will send you a daily, curated brief of Reddit and X conversations with real buyer intent, so you can stop guessing what to build and start tracking validated demand with far less effort.