Buying Intent Signals: How to Spot Someone Who's Ready to Buy

A buying intent signal is anything that shows a person is actively trying to buy a product or service — not just interested in the topic. The clearer the signal, the more likely a well-timed, relevant reply turns into a customer.

Most intent data tools infer intent indirectly: a company visited some web pages, read some articles, or matched a profile. The strongest signals are more direct — a person writing, in public, that they need something.

The five kinds of public intent signals

1. Hiring a service

“Looking to hire a Google Ads freelancer.” “Need a Webflow developer for a 3-page site.” The person wants to pay someone. These are the clearest signals, especially when they include a budget or timeline.

2. Seeking a tool

“Is there a tool that turns support emails into tickets?” The person has a defined problem and is looking for software to solve it.

3. Asking for a recommendation

“Which CRM do you recommend for a 10-person agency?” They're choosing between options. Earlier in the process, but often very open to suggestions.

4. Competitor pain

“Switching from HubSpot — it got too expensive.” Someone is unhappy with a current provider. If you're an alternative, this is your moment.

5. Problem statements

“We spend ten hours a week reconciling invoices.” There's pain but no ask yet. Lower intent — useful for content and conversations, less so for a direct pitch.

What makes a signal stronger

Two posts can ask for the same thing with very different urgency. Look for:

• A budget — “around $2,000”, “$50/hour”, “under $100 a month”.
• A deadline — “this month”, “before our launch”, “ASAP”.
• Specific requirements — team size, integrations, location, scope.
• A named competitor — shows they know the category and are comparing.
• Recency — a request from an hour ago is worth far more than one from last month.

What is not a buying signal

Filtering these out matters as much as finding the real ones:

• Sellers promoting themselves (“[For Hire] I build websites…”)
• General discussion or news about a topic
• Jokes and venting without any intent to change
• Tutorials and how-to questions the person plans to solve themselves

A simple way to score intent

You don't need a complicated model to prioritise. A rough scale you can apply in seconds:

• High: explicit ask plus a budget or deadline.
• Medium-high: clear ask, no budget mentioned.
• Medium: asking for opinions, early research.
• Low: describes a problem, no ask.
• None: not a buyer.

Reply to high-intent posts first and fast. Save medium ones for when you have time. Ignore the rest.

Finding intent signals at scale

Doing this by hand means searching several communities every day and reading hundreds of posts. Social Stinger automates it: it searches public communities every hour, uses AI to classify each post by intent type, score it from 0 to 100, and extract the budget, competitors and location — so the strongest signals land at the top of your feed.