Buying-intent radar · X/Twitter

How to find buying intent on Twitter. Before the thread fills with vendors.

Nobody tweets “I want to buy.” They tweet “can anyone recommend a tool that does X — budget approved, needed this quarter.” That’s a public tender with a reply box. Here’s how to find those posts, read how hot they are, and answer first.

2-minute setup · AI-classified, not keyword noise · Free plan available

The spectrum

Intent isn’t a keyword. It’s a temperature.

Five stages sit between “someone mentioned the category” and “someone is about to pay you.” Each one looks different in the timeline — and deserves a different response. Tap a stage.

90°

Ready

instant + priority

Budget named, timeline named, requirements listed. This is a public tender. They want replies — the only mistake is not being in the thread.

“budget approved”“need it by”“must integrate with”“what’s the best”

Your moveReply within the hour with the exact ask: one number, one capability, one question back. Then follow the thread daily.

Jules Fontaine@julesbuilds · 19m

Need a monitoring tool that alerts Slack in under 5 minutes, imports 2 years of history, budget approved — rolling out this quarter. What are you using?

Up close

Four posts. Four temperatures of buyer.

Pick one to see the post as it appeared, what the AI classified, and the reply that fits that specific heat.

Priya Raman@priyaraman · 26m

Can anyone recommend a community monitoring tool? Budget is approved, we want to roll out before Q3. Needs Slack alerts and a shared inbox.

10:32 AM · Jun 12, 202611.2KViews

Representative posts shown for illustration — the kinds of signals these monitors surface every day.

The math

2,190 mentions. 23 were buyers talking.

Keyword alerts stop at the first number. Intent classification is what gets you to the third one.

Mentions2,190
everything that touched the category
Classified signals88
AI read actual intent in the post
Buying-intent alerts23
cleared your threshold — act now

Illustrative week for one category monitor. Your numbers depend on the category, the threshold and the filters you set.

Where buyers announce themselves
Asks

“Can anyone recommend…”, “anyone know a tool that…” — an open invitation to answer.

Requirements

Must-haves, nice-to-haves and price ceilings, listed unprompted. That’s a spec sheet.

Evaluations

“Testing X this week”, “demo on Friday” — decisions in progress with a date attached.

Quiet signals

“Someone convince me there’s a better way.” No ask, no keywords — pure pain, pre-search.

Setup

One monitor. Three minutes.

No boolean course, no operator syntax. If you can name your category, you’re done.

01

Name the category

Type the problem space, not a product name — “community monitoring”, “lead gen tool”. Intentbus compiles the search, typos and phrase variants included.

community monitoringlead gen toolcompetitor intel
02

Switch on buying intent

Toggle which intents may interrupt you. Buying intent only, or buying plus evaluations — everything else stays visible but silent. Set the confidence threshold.

● buying_intent 80%+● evaluations○ chatter — muted
03

Work the queue, in order

Alerts arrive ranked by intent strength with the full thread attached. Answer the exact ask, one real number, same day — the shortlist forms in hours.

Open thread →ReplyTrack outcome
The ask net

Open invitations to name a product.

("can anyone recommend" OR "anyone know a tool") [category] -is:retweet
The evaluation watch

Decisions already in progress.

("we're evaluating" OR "shortlist" OR "demo with") [category] -is:retweet
The money words

Budget and timeline leaking into public posts.

("budget approved" OR "under $100/mo" OR "this quarter") -is:retweet
The quiet-signal probe

Pain before search — no tool names anywhere.

("someone convince me" OR "there must be a better way") -is:retweet
Doing it free, by hand?

Paste the recipes above into X search every morning — you’ll find the same posts Intentbus does. The gap is coverage and the clock: phrase variants multiply, typos slip through, and shortlists harden within hours. When the manual habit breaks, that’s the part we automate.

FAQ

Asked before you ask.

The honest answers — including how to do this without us.

A buyer is typing now

The next tender will be public.

Somewhere in your category, someone is listing requirements into a reply box. Be the first useful answer — not the vendor who found the thread next week.

2-minute setup · Intent-filtered alerts · Cancel anytime