BUYING INTENT92
Looking for a Southeast Asia media buying partner“We need a team with proven regional campaign experience and are ready to review options.”
AI-powered lead detection from Telegram groups
Turn Telegram business communitiesinto a real-time signal radar
Built for cross-border commerce, growth, AI/SaaS, manufacturing, and B2B services. TOP Prospect continuously organizes buying intent, competitor shifts, market changes, and risk signals—so teams can validate and act sooner.
7×24Continuous signal discovery
6 TypesBusiness discovery capabilities
SourceTraceable source evidence
TOP ProspectSIGNAL FIELD
Monitoring nowCross-Border CommerceSelect a community to inspect its signal path
01
Business DiscussionsWhat is changing across connected communities
AIQualifying buying and channel signalsSemantics · Recency · Sources · Intent
1,918Discussions
4Signals
SourceTraceable
02
Business ResultsSignals worth validating, routing, and acting on
COMPETITOR OPPORTUNITY86
Comparing alternatives after slow supplier response“Our current provider is too slow. Does anyone have a more reliable recommendation?”
RISK ALERT78
The same logistics issue is appearing across communities“Delays have increased over the last three days, and teams are preparing alternatives.”
When public information arrives late,
the opportunity window gets smaller
Platform rules, buying demand, competitor complaints, and channel risks often appear in specialist Telegram communities before they reach public media. TOP Prospect turns those fragmented discussions into signals with source evidence, scores, and recommended next steps.
Explore Capabilities →CAPABILITIES — Six Ways to Find What Matters
Industry changes · Active demand · Competitors · Risk · Opportunities · AutomationSee industry changes before they reach public channels
Frontline discussions often surface platform rules, policy changes, and infrastructure issues before public reporting. TOP Prospect turns fragmented updates into events your team can validate and act on.
Signals Identified
- Platform and policy changes
- Logistics and payment shifts
- API and service pricing
Delivered Output
Event summary, first-seen time, independent source count, and traceable source messages.
Business ValueAdjust campaigns, supply chains, and product plans before a change becomes widespread.
View Related Product Module →See who is actively looking for a supplier or solution
TOP Prospect separates ordinary discussion from explicit buying intent, vendor comparisons, and replacement demand, then evaluates context, recency, and clarity before a signal reaches sales.
Signals Identified
- Requests for quotes or referrals
- Searching for a provider or partner
- Replacing an existing supplier
Delivered Output
Demand summary, contact, intent score, reasoning, and a suggested opening message.
Business ValueHelp sales prioritize the opportunities most worth validating instead of sending broad outreach.
View Related Product Module →Turn competitor discussions into practical market research
Organize real customer feedback around selected competitors. Go beyond mention counts by separating pricing discussion, product feedback, complaints, and switching intent.
Signals Identified
- Pricing and campaign feedback
- Product gaps and complaints
- Customer switching intent
Delivered Output
Competitor event cards, emerging negative themes, representative evidence, and potential opportunities.
Business ValueImprove product priorities, pricing decisions, and sales positioning sooner.
View Related Product Module →Learn from market issues before they disrupt your operations
When several communities discuss the same service failure, compliance change, or channel issue, TOP Prospect groups the evidence into a risk event and separates routine complaints from urgent warnings.
Signals Identified
- Service outages and anomalies
- Channel credibility changes
- Policy and compliance risks
Delivered Output
Risk level, affected scope, discussion velocity, corroborating sources, and a recommended response.
Business ValueAct before account access, funds, or business continuity are affected.
View Related Product Module →Validate emerging opportunities while the window is still open
Detect when a new tool, need, market, or operating model starts gaining traction across independent communities, then distinguish short-lived noise from an opportunity worth testing.
Signals Identified
- New needs and use cases
- New channels and tools
- Cross-community topic growth
Delivered Output
Trend direction, first-seen time, independent sources, and suggested validation questions.
Business ValueGive your team more time to test an opportunity before the market becomes crowded.
View Related Product Module →Stay informed without spending all day in Telegram
Combine keywords, semantic rules, selected communities, and notification thresholds. TOP Prospect deduplicates, classifies, and scores discussions so only qualified signals enter your workflow.
Signals Identified
- Keyword and semantic rules
- Cross-community deduplication
- Priority and notification thresholds
Delivered Output
Telegram Bot alerts, daily summaries, signal archives, and traceable source messages.
Business ValueReplace repetitive community review with a consistent, reusable discovery workflow.
View Related Product Module →INTERACTIVE WORKFLOW
See how a demonstration message moves through a reviewable Signal workflow
This interactive demonstration illustrates an intended review workflow: a message enters the candidate queue, AI explains its judgment, evidence is expanded, and a person assigns the next state. All people and communities are fictionalized or anonymized.
Business Signals
LOCAL MODE · ANONYMIZED SAMPLEReview candidates extracted from selected communities by confidence score. People confirm evidence, status, and ownership.
All Signals1New1To Follow Up0Following0Invalid0
AI SCORE—/100
Provider Search · Cross-border Growth
Looking for a media-buying partner with Southeast Asia experience
AI reasoningThe speaker explicitly asks for a team with regional case studies. Service and region are clear; budget, timing, and buying authority remain unverified.
- Source
- Cross-border Growth · Anonymized
- Sender
- @member_***
- Message time
- 16:42 UTC+8
- Independent mentions
- 1 source
03Score breakdownScore prioritizes review; evidence verifies the claim.
Intent clarity18/20
Keyword match16/20
Recency14/15
Source quality13/15
Need completeness11/15
Repetition & support14/15
04EVIDENCE EXCERPT / ORIGINAL MESSAGE
“Looking for a media-buying team with Southeast Asia experience. Happy to talk if you have mature case studies.”
Matched “Provider Search” · original text, time, and source retained
Disposition
✓The human outcome returns to rule and source-quality review
01 / 05
Preserve the source message
Keep the source community, timestamp, and accessible original evidence.
MODULES — Product Modules
CORE 06 / CONTINUOUSLY IMPROVINGMOD-01Community Intelligence
Create focused intelligence summaries by time range, message scope, and business objective.
TRACEABLE→MOD-02AI SignalsCombine qualified signals across communities with scores, reasoning, and suggested outreach.
ACTIONABLE→MOD-03Operations DashboardReview message cost, valid signal rate, follow-up status, and source efficiency.
MEASURABLE→MOD-04Signal SourcesEvaluate which communities produce useful signals and remove consistently low-value sources.
LESS NOISE→MOD-05Discovery RulesCombine keywords, AI semantics, source scope, update frequency, and thresholds.
CONFIGURABLE→MOD-06Bot NotificationsDeliver high-intent opportunities, risk alerts, and daily intelligence summaries.
7×24→HOW IT WORKS
Turn community messages into actionable business signals in three steps
Connect Telegram, choose the communities that matter, and tell TOP Prospect what to find. The system keeps screening and evaluating new messages while preserving the original evidence.
Connect Telegram and choose monitored communities
Select business-relevant sources from the communities visible to your account. Only communities you actively monitor enter scheduled collection.
Create a rule and define the signals
Describe the opportunities or risks you want to find, then set keywords, qualification criteria, review frequency, and source scope.
Review evidence, decide, and follow up
See summaries, scores, sources, and original evidence in Signals, manage follow-up status, or review messages and summaries in Community Intelligence.
OBJECTIONS ANSWERED
Know the boundaries before you start
Clarify access, signal qualification, delivery, and the next step without sending visitors to another page.
Still have questions? Contact us on Telegram01/ 04 currently viewing
01Which communities will TOP Prospect read?
Only the communities selected by the user within the confirmed authorization boundary. We recommend starting with a focused set instead of monitoring everything.
02How is this different from keyword alerts?
Keyword alerts only match isolated text. TOP Prospect also evaluates context, recency, sources, and intent, then combines and deduplicates related discussions across communities.
03Where do identified signals go?
Review them in the signal console or receive time-sensitive leads, competitor shifts, and risk alerts through the Telegram Bot.
04How can I start using it now?
Open the product, choose the communities to monitor, and create your first discovery rule. Contact the team on Telegram if you need help defining the right scope.
Information advantage only matters when it arrives early
Stay ahead of business signals
without living in Telegram.
Open the product, choose the communities to monitor, and create your first discovery rule. Expand the scope only when you are ready.
Open Product & Start Setup ↗Need help? Contact us on Telegram →