20 buying signals in Telegram chats, with example messages
Buying signals are the words people use when they are close to a purchase: asking who to hire, naming a budget, complaining about a vendor they want to drop. Below are 20 examples from Telegram-style conversations, the score band each one would likely earn, and how Leadgram reads public chats 24/7 to find them and rank them by buying intent.
- BSHot
Beatriz S.
@beatriz_guesthouse
87intent scoreSmall hotel owners · Porto· public group · 40 min ago
Our laundry company lost two batches of sheets this month and keeps missing pickups. Who does hotel linen laundry with pickups three times a week from November? We have 24 rooms.
Why · Seeking a hotel linen laundry service · 24 rooms · start date: November
What is a buying signal?
A buying signal is any words or behaviour showing that someone is moving toward a purchase. In a Telegram chat, it is usually a single message: a request for a recommendation, a price question, a deadline, a budget, or a complaint about the tool they use now. The stronger and more specific the message, the closer the sale.
Buying signals are not the same as third-party intent data. That data is usually aggregated: a company visited pricing pages or read about a topic, and you infer interest from a trail of clicks. A chat message is explicit. The person says what they need, in their own words, often with a date attached. Some teams call a message like this first-party intent data: unlike the third-party kind, nobody has to guess.
The catch is that real buyers rarely use your keywords. Nobody writes “I am a qualified lead for bookkeeping software”. They write “my accountant vanished before the VAT deadline”. Spotting that takes reading for meaning, not matching strings.
See also: What lead scoring is and what feeds it
20 buying signal examples, grouped into 5 types
Most purchase intent in group chats falls into five types. The table gives four example phrasings for each, plus the band a message like it would likely land in on Leadgram's 0-100 scale. Treat the bands as a guide: the real score depends on the whole message, not on one phrase.
What is missing from the table matters too. “Nice tool, might check it out one day”, “What do you all think of AI?” and “Does anyone remember that agency from 2022?” are cold. They show interest in a topic, not a plan to buy, and they would land in the cold band, if they surface at all.
Direct requests. The person asks for a supplier, a tool or a specialist.
Switching and pain. They are unhappy with what they have and say so.
Timing. A deadline, a launch or a start date turns interest into a project.
Budget and scope. Money, volume or team size shows the need is real and sized.
Evaluation. They compare options, ask for reviews or check one detail before deciding.
| Signal | Example message | Likely band |
|---|---|---|
| Request · asks for a recommendation | “Can anyone recommend a bookkeeper who works with small online shops?” | Hot · 80-100 |
| Request · asks who offers a service | “Who here runs Meta ads for dental clinics?” | Hot · 80-100 |
| Request · asks for a contact | “Please share a contact for a reliable customs broker in Gdańsk.” | Hot · 80-100 |
| Request · asks about price | “How much does a Webflow landing page cost these days?” | Warm · 50-79 |
| Switching · complains about a vendor | “Our hosting went down three times this month. I'm done.” | Warm · 50-79 |
| Switching · announces leaving | “We're cancelling our CRM at the end of the quarter, it's too clunky.” | Warm · 50-79 |
| Switching · asks for an alternative | “What's a simpler alternative to our helpdesk for a two-person team?” | Hot · 80-100 |
| Switching · describes the problem only | “Leads from our site sit unanswered all weekend.” | Warm · 50-79 |
| Timing · names a deadline | “Need a translator for a 20-page contract by Friday.” | Hot · 80-100 |
| Timing · gives a launch date | “We open the second shop in November and still have no till system.” | Hot · 80-100 |
| Timing · new role, new stack | “Just joined as head of marketing, rebuilding the whole toolset.” | Warm · 50-79 |
| Timing · seasonal trigger | “Tax season again. Looking for help with the return before April.” | Hot · 80-100 |
| Budget · names a figure | “Budget is around €2k for the redesign, who's free next month?” | Hot · 80-100 |
| Scope · gives a volume | “We ship about 300 parcels a week, need a courier with daily pickups.” | Hot · 80-100 |
| Scope · gives a team size | “Need a tool for 12 support agents, what are you all using?” | Hot · 80-100 |
| Budget · asks about terms | “Does anyone invoice monthly instead of taking it all upfront?” | Warm · 50-79 |
| Evaluation · compares two options | “Pipedrive or HubSpot for a five-person sales team?” | Warm · 50-79 |
| Evaluation · asks for reviews | “Has anyone actually worked with this agency? Worth the money?” | Warm · 50-79 |
| Evaluation · checks a dealbreaker | “Does it sync with Google Sheets? That decides it for us.” | Warm · 50-79 |
| Evaluation · asks about a trial | “Is there a free trial, or do I have to book a call first?” | Warm · 50-79 |
How strong is each buyer intent signal?
One signal on its own is a hint. Signals that stack are a lead. “Can anyone recommend a courier?” is a request. “Can anyone recommend a courier, we ship 300 parcels a week and our contract ends in October?” is a request with a volume and a date, and it ranks near the top.
Leadgram does not add up points from a checklist. It reads each message for meaning and gives it a 0-100 buying-intent score. Your search then decides which of those people match the buyer you described. The bands below are a practical way to act on that number.
87The hotel owner at the top
- 80–100HotA direct request, often with a deadline, budget or volume. Reply the same day.
- 50–79WarmReal pain or an active comparison, no date yet. Reply with something useful.
- 0–49ColdCuriosity, jokes, old news or a seller's ad. Skip it or keep the search for later.
See also: How the 0-100 lead score is built
Buying signals in context: read the whole thread
A signal rarely arrives alone. The messages around it tell you whether it is urgent, whether someone already helped and what tone to use. Below is a typical event organisers' chat: shop talk, then one clear buying signal with a date and a scope.
Notice what a keyword alert would do here. “Stage” and “sound” turn up in three messages, so a rule on them would flag both jokes as well. Only one message comes from someone ready to pay, and that is the one Leadgram puts on top, with the source group and a link to the original.
Anyone else's sound check run two hours late yesterday? 🙃
Ours had a stage but no steps up to it. Every single event.
Our AV supplier just cancelled. We need a stage, sound and two projectors for a 300-seat conference on 14 November. Who rents AV with a crew and can quote this week?
Buying intentHot · 90
Sending you a contact in DM, we used them in spring
Where buying signals show up in Telegram chats
Buying signals cluster where people ask peers for help. On Telegram that means public groups more than channels: a channel broadcasts, a group talks. Four kinds of chats tend to carry the most purchase intent.
You do not need to join these chats to find such messages. Leadgram reads public chats and shows you the people, with a link back to where they wrote. You join a chat only when you decide to reply.
City and expat chats, where people ask for accountants, movers, lawyers and clinics nearby.
Founder and business owner groups, full of questions about tools, suppliers and contractors.
Niche professional communities, such as marketplace sellers, dentists or café owners comparing what they use.
Tool and platform user groups, where frustrated users ask for workarounds or alternatives.
See also: Telegram groups vs channels: where conversations happen
Buying signals that fool keyword bots
Keyword monitoring matches strings, so it trips on two kinds of messages. False positives look like demand but are not: sellers advertising the same service, job posts, memes, idle curiosity. False negatives are real buyers who never type your keyword.
- Fires on every “stage” and “sound”
- Sellers' ads and job posts in the feed
- Misses buyers who only describe the problem
- No hint of who to answer first
- Reads what the message means
- Tells requests apart from offers and job posts
- Catches needs described in plain words
- 0-100 score with a reason on every lead
“Looking for clients? I set up Shopify stores” contains “looking for”, but it is an offer, not a request.
“We're hiring a sales manager” is a job post. Useful to a recruiter, noise to a software seller.
“Our books are a mess and the tax office wrote again” never says “accountant”, yet it is a strong signal.
See also: Why keyword monitoring misses buyers
What to do once you spot a buying signal
Chat signals age fast. Someone who asked for a recommendation this morning often has a few replies by lunch, and the thread scrolls away by evening. You do not need to be first, but you do need to be early and useful.
Compare two replies to the hotel owner at the top. “Hi! We are a leading laundry company, see our price list” reads like spam. “We do hotel linen in Porto with pickups on Monday, Wednesday and Friday, 24 rooms is fine for us, happy to start with a trial week in November” answers her actual question.
Respect the chat, too: a reply in the thread, or a short private message that quotes the question, beats a cold pitch. A simple routine works for most teams:
Step 1: Check the score and summary
Hot first. Make sure the request matches what you sell.
Step 2: Read the source thread
What exactly did they ask? Has someone already helped?
Step 3: Reply with one useful answer
Answer the question in their language. The pitch can wait.
Step 4: Log it and follow up
Move it along your pipeline or export it to CSV with the message and source link.
Turn sales triggers into a search you can repeat
Instead of scrolling chats yourself, describe the buyer the way they describe their problem. Leadgram reads public chats 24/7 and gives every person it finds a 0-100 score, a short summary of what they asked for and a link to the source message. The interface works in EN, RU and UK. No Telegram account needed, and the free plan includes 50 ranked leads a month.
Every finished search is saved to your sidebar with its results and scores, so you can come back to it. Open it any time, or run the same description again to catch people who posted since.
See also: How saved searches keep every result
Frequently asked questions
What are buying signals?
Buying signals are words or actions showing that someone is moving toward a purchase. In group chats they are usually single messages: asking for a recommendation, naming a budget or deadline, comparing two options, or complaining about a current vendor.
What is the difference between intent data and buying signals?
Intent data is usually inferred from behaviour, such as page visits or content reads, and aggregated at company level. A buying signal in a chat is explicit: a person states the need in their own words, often with timing and scope.
How do you spot buying signals in a Telegram conversation?
Look for requests, switching language, dates, budgets and comparisons, and read the thread around the message. Leadgram does this over public chats for you and returns each match with a 0-100 score, a short summary of what they asked for and a link to the source message.
Which buying signals are strongest?
Direct requests that carry a date, a budget or a volume. “Can anyone recommend a courier, we ship 300 parcels a week and our contract ends in October?” stacks three signals in one message. Complaints and comparisons without a date are weaker, and curiosity about a topic is not a buying signal at all.
Do I need a Telegram account to find buying signals with Leadgram?
No. You sign in to Leadgram, describe your buyer and get ranked results from public chats; you never connect a Telegram account. The free plan includes 50 ranked leads a month.
Find your next leads in Telegram
Run a search, review scored matches with the reason they fit and the source group, and export a clean list — all from public signal, no Telegram login.