Opportunity Discovery

Opportunity Discovery

Opportunity Discovery is part of ReddBounty’s Reddit marketing workspace. Stop scrolling Reddit by hand. Discovery surfaces live, high-intent threads where people are asking for recommendations in your space - ranked by buying intent so you act on the conversations that actually convert.

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See the feature in action

What Opportunity Discovery does for you

Opportunity Discovery finds Reddit discussions relevant to your product and helps you decide which are worth reading.

You provide

Your topic, buying keywords and optional subreddit filters.

You get

Thread links with relevance assessments and discussion context.

Your next step

Read the original question, then draft a response or prepare a Campaign.

Step 1 of 3

Describe your market

Search for a problem your product solves, such as recurring invoices. Narrow the communities when useful.

You decide what happens next.

Opportunity Discovery
Relevant threadsBuyer intentGoogle position
r/freelanceBuyer question

What do you use for recurring invoices?

r/smallbusinessProduct research

An easier way to handle client billing?

r/SaaSSwitching signal

Looking for an alternative to spreadsheets

The challenge

Your buyers are asking for recommendations right now - and you'll never see it

Every day, people on Reddit ask exactly the question your product answers. By the time you stumble across the thread - if you ever do - it's buried, stale, and the recommendation slot is gone.

Threads buried daily

High-intent questions get pushed down the feed in hours. Manual scrolling never keeps up.

Wasted digging by hand

Sifting raw keyword feeds for the few threads that actually convert is slow, dull work.

The exact buying moment

Reply late and the thread is dead - someone else already got the recommendation.

How ReddBounty helps

Discovery surfaces live, intent-ranked threads the moment they appear - so you reply while it still counts.

Built for the work

A closer look at Opportunity Discovery

Keyword tracking

Track the keywords, products and topics that matter. We scan Reddit around the clock and surface every matching thread automatically.

Smart Search

Describe what you sell in plain English and AI finds the high-intent threads your literal keywords would never catch.

Intent-scored results

Every thread is scored on buying intent and relevance, so the conversations most likely to convert float to the top.

Brand mentions & sentiment

See every mention of your brand as it happens, tagged with sentiment, so you can jump on praise, questions and complaints fast.

Competitor tracking

Watch the brands you compete with and step into the threads where they're being recommended instead of you.

One-click reply campaigns

Turn any thread into a real-user reply campaign in one click - your aged-account network handles the rest.

How opportunity discovery works

01

Add your keywords, brand and competitors

Tell us the topics, products and competitor names you care about - or just describe what you sell in a sentence.

02

We surface ranked threads & mentions

Live threads are pulled around the clock, scored for intent and relevance, and cached so results stay fast and affordable.

03

Launch a reply campaign

Pick a thread, approve the campaign charge and optional Priority, and a real Creator posts a helpful reply with screenshot proof.

What you get

  • High-intent threads ranked, not a raw firehose
  • Smart Search finds threads your keywords miss
  • Brand mentions and competitor activity in one view
  • Scored results cached to keep your AI costs low
  • Deep-link straight into a real-user reply campaign

Made for the way you work

Who uses Opportunity Discovery and what is included today.

Who it's for

SaaS founders

Catch every 'what should I use for X' thread in your category before a competitor answers it.

Ecommerce brands

Find product recommendation threads in niche subreddits your ads can never reach.

Agencies

Run discovery for several client brands side by side and prove pipeline from day one.

What's included

Round-the-clock keyword scanning

We watch Reddit continuously for every term, product and topic you add, so new threads land in your dashboard instead of your feed.

AI Smart Search

Describe what you sell in one sentence and AI expands it into the buying-intent threads exact-match keywords never surface.

Buying-intent scoring on every thread

Each result is scored on intent and relevance so the conversations closest to a purchase decision sit at the top of your list.

Brand mentions with sentiment

Every mention of your brand, tagged positive, neutral or negative, so praise gets amplified and complaints get answered fast.

Competitor thread tracking

See exactly where rivals are being recommended and step into the threads where the recommendation slot is still open.

Saved searches and new-thread alerts

Save any search and get pinged in-app and Slack when a fresh matching thread appears, so you are early instead of late.

One-click reply campaigns

Turn any thread into a real-user reply campaign without leaving Discovery. Your campaign balance covers it, a real person writes it.

Re-check searches without using up your plan

Scored results are saved for a few hours, so re-checking a search costs you nothing and your plan usage goes further.

One connected journey

From a buyer’s question
to your brand in the conversation.

Discover. Plan. Publish. Track. ReddBounty brings the work together, with your approval at the center.

01 / 04

Find the right conversation.

Search relevant subreddits for buyer questions, product research and people looking for alternatives.

Compare relevance and Google position. Monitor keywords so the next opportunity comes to you.

Opportunity Discovery
Relevant threadsBuyer intentGoogle position
r/freelanceBuyer question

What do you use for recurring invoices?

r/smallbusinessProduct research

An easier way to handle client billing?

r/SaaSSwitching signal

Looking for an alternative to spreadsheets

Find the right conversation.

Search relevant subreddits for buyer questions, product research and people looking for alternatives. Compare relevance and Google position. Monitor keywords so the next opportunity comes to you.

Scout AI builds the plan.

Scout uses your Brand Brain to prepare a useful campaign brief and draft a post or comment. Review the suggested communities, available rules and contribution. You approve before any campaign is created.

Real people take it live.

A real Creator accepts the Task and publishes your approved contribution on Reddit. The contribution answers the actual question and makes the paid relationship clear. You can review the live link and screenshot.

See where it takes you.

Follow your Reddit presence with thread rankings, estimated thread clicks and supported AI mention tracking. Useful public discussions can help buyers discover your brand and may be cited in AI answers. Measure the evidence, not a promise of traffic.

Start simply. Add capacity.

Campaigns first. Tools when you need them.

A free Brand account lets you fund and approve campaigns. A tools subscription adds research, monitoring and AI assistance, with capacity that grows with your team.

Without a subscription

Create campaigns, approve contributions and review live delivery records. Add campaign balance when you want a real Creator to publish.

With a tools plan

Use Opportunity Discovery, keyword monitoring, alerts, Smart Search, Scout AI and Brand Brain within your plan’s limits. Higher tiers add Brand capacity and team seats.

Good questions. Clear answers.

A little more clarity.

We analyse each thread's wording, subreddit and engagement to estimate how close the creator is to a buying decision, then rank results so the best opportunities sit first.

Smart Search lets you describe your product in natural language. AI expands that into the threads your literal keywords would miss, so you never leave conversions on the table.

Yes. Alongside keyword tracking and Smart Search, Discovery monitors mentions of your brand with sentiment and tracks the competitor brands you choose - all in one place.

No. Discovery only finds the conversations. Real, established Reddit users write genuinely helpful replies - never bots, never automation.

Keep exploring

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Your next conversation starts here.

Research the context, approve your contribution and keep track of what goes live.