Buyer intent keywords: the phrases that mean someone is ready to spend

Almost everyone builds their first alert list out of nouns — their job title, their service, the software they use. It feels thorough and it produces a feed of people discussing your industry with no intention of paying anyone, while the person who wrote 'our website looks like it was made in 2011 and I've got budget signed off' sails past unnoticed because they never typed 'web designer'. Nouns describe the topic. They do not describe the transaction.

Intent is in the verb

'Designer' is a topic. 'Looking to hire a designer' is a transaction. The words that move a phrase from one to the other are almost always verbs of engagement — hire, book, quote, recommend, refer — or a deadline.

Hiring and referral language

Looking to hire · need someone to · who does · any recommendations for · can anyone recommend · taking proposals · open to proposals · accepting quotes · DM me your rates · who do you use for.

Budget and urgency language

Budget ready · we have budget for · need this by · starting Monday · ASAP · this week · before the end of the month · paid gig · happy to pay · what would you charge.

Switching language

Our contract just ended · we fired our · looking to replace · our current provider · not happy with our · migrating from. Switching phrases are the highest-value of the three groups because budget already exists and only the supplier is in question.

Turning the list into alerts

Combine an intent phrase with a topic filter so you only hear about intent in your category. Phrase alone is noisy; topic alone is irrelevant. Both together is what makes a channel worth reading.

The three families of intent language

Build the list from your own last fifty hires

Read the last fifty posts in your niche where somebody hired anybody, and copy the exact wording down. Trades are remarkably consistent in their vocabulary, and it is almost never the vocabulary sellers use — which is precisely why keyword lists written by the seller miss so much.

Why noun-based keyword lists fail

The word for your service appears in four kinds of post: someone wanting to buy it, someone selling it, someone discussing it abstractly, and someone complaining about a previous supplier. Only the first is a lead, and it is usually a minority of the mentions. That is the structural reason keyword alerts feel noisy while still missing deals — they are optimised for a word that appears in all four situations, and absent from the ones where the buyer described the outcome instead of the service.

Intent lives in three grammatical places

First, the verb of engagement: hire, book, quote, recommend, refer, replace. Second, the constraint: a date, a budget, a location, a headcount. Third, the contact request: “DM me”, “who should I call”, “send me your rates”. A post with all three is essentially a purchase order. A post with none of them is a conversation, however many times it mentions your industry.

The same buyer, four ways of saying it

Negative keywords matter as much as positive ones

The fastest way to make an intent list usable is to exclude the situations that always look like intent and never are. “Looking for a job”, “looking for advice”, “looking for a template” and “looking for free” share the same opening verb as your best lead and convert at essentially zero. Most people spend weeks adding positive terms before they add a single exclusion, and the exclusions produce the bigger improvement.

Build the list from evidence, not imagination

Open the last fifty posts in your niche where somebody hired anybody, and copy the exact wording into a document. Two things will surprise you: how consistent the vocabulary is within a trade, and how little of it matches the words the industry uses about itself. Contractors say “who does”. Founders say “taking proposals”. Parents say “can anyone recommend”. None of those are on the list you would have written from memory.

How intent language differs from search keywords

Search keywords are typed at a machine and compressed accordingly — two or three words, no politeness, no context. Intent phrases in communities are written to other humans, so they are longer, carry the constraint inline, and frequently include the budget. That makes them worse for volume estimation and far better for qualification: a group post usually tells you the deadline and the scope before you have replied once.