You want to find people ready to pay for your software without wasting hours on random social media noise. Do not scan for product names alone. Look for three signals together: a specific problem, frustration with the current tool or process, and a reason to solve it soon. A complaint with all three signals deserves a closer look. It is still a signal, not proof that the person will buy. But it helps you spend your limited time on the right conversations.
- Use the "Three-Signal Intent Check": problem detail, tool dissatisfaction, and timeline pressure.
- Do not chase every product mention or viral thread. Those signals are noisy on their own.
- Build simple scanning rules around people who tried to solve a problem and still need a better option.
Why product mentions are weak buying signals
A product name can show up in a joke, a support question, a news post, or a complaint from someone who will never switch. Search only for a competitor's name and you get a noisy list. Then you waste time on conversations that go nowhere.
I believe success comes from consistency and direct user communication, not complexity. Most people chase complexity because they think success needs a secret hack. It does not. You just need to show up and speak to your users every day. That is the real barrier to entry. Keep the rules simple, then use them again and again.
Instead of searching for names alone, look for three signals: problem detail, tool dissatisfaction, and timeline pressure.
Here are two illustrative examples of a social media post:
Example A: "I hate doing this manually. Any recommendations?"
Example B: "I spend two hours every Monday copying leads from Reddit into a spreadsheet. I tried one monitoring tool, but it misses useful threads. I need a better process before our next launch. What are you using?"
Example A is weak. It is vague and could describe almost anything. Example B gives you more to work with. It names the job, explains why the current way fails, and gives a reason to act soon. That is the kind of conversation worth reviewing.
Use the Three-Signal Intent Check
To decide which conversations deserve a reply or follow-up, use these three checks.
1. Problem detail
Does the person describe a real job, bottleneck, or unwanted result?
- Weak: "This is annoying."
- Strong: "I copy Reddit leads into a spreadsheet every Monday and lose useful threads because the process is manual."
Keep conversations that name the work and its effect. Drop vague posts that give you no detail.
2. Tool dissatisfaction
Does the person say that a current tool, method, or workaround fails?
- Weak: "I hate all these tools."
- Strong: "I tried a monitoring tool, but it misses the threads that match our customer problem."
Give extra attention to people who already tried to solve the problem. Their complaint can show what is missing from the current option.
3. Timeline pressure
Is there a clear reason to solve the problem soon?
- Weak: "Maybe I'll look into this later."
- Strong: "I need a better process before our next launch."
Prioritize conversations with a stated deadline, active evaluation, or immediate business pressure. Do not invent a deadline when the person gives you none.
Review conversations with two or three signals before posts with only one. That puts the stronger conversations first. It does not prove that anyone will buy.
Turn the signals into scanning rules
Now turn the framework into simple search and filter rules. This helps you cut through the noise without pretending that keywords understand intent. They do not.
Create a problem rule
Look for an action, an object, and an unwanted result. For example: "copy leads into a sheet" and "miss threads." This gives you the job and the problem around it.
Create a tool dissatisfaction rule
Look for words that show the person wants a change. Useful phrases include: "tried," "does not work," "misses," "still manual," or "switching from." These are review signals. They are not proof of intent.
Create a timeline rule
Look for phrases that suggest pressure, such as: "before our launch," "this week," "evaluating," "replacing," or "need a solution."
An illustrative filter could keep a thread when the problem rule is present and either tool dissatisfaction or timeline pressure is also present. That is enough to send the thread for review.
Do not treat a viral thread, a product mention, or a high comment count as buying intent. Those things can bring attention, but attention is not the same as a serious software need.
Reply to the problem without looking like a spammer
Once you find a useful conversation, do not rush in with a product pitch. Start with a direct answer, a useful example, or a question that shows you understood the person's actual problem.
Mention your product only when it clearly fits the stated problem and the community allows that kind of reply. Community rules differ, especially on Reddit. Lead with value first. Do not turn every useful conversation into an ad.
This is why RollKind is built this way.
It scans Reddit for buyers, finds conversations to reply to on X and LinkedIn, and drafts value-first comments and warm DMs.
The founder still decides which conversation deserves a reply and whether the product fits the problem.
That keeps the workflow simple. First, find conversations with real detail. Then review them yourself. Then choose a reply angle based on the user's actual problem.
Frequently Asked Questions
Which phrases are useful signs of software buying intent?
How many intent signals should a thread have before I review it?
Can an intent scanner replace human review?
π What is the most common "buying signal" you see that actually turns out to be a waste of time?
Identifying intent is the first step to growing your SaaS without burning out. If this framework helped you, share it with another founder who is tired of manual social listening.