Niche Signal Tracker
A real-time monitoring agent that watches a single hyper-specific topic, source, or signal stream and pushes only genuinely new items to your messaging channel of choice. On every run it queries the configured data source for items inside a rolling lookback window, deduplicates against a persistent seen-items table, applies a relevance filter against the topic description, formats matches into a compact summary, and delivers them to the destination channel. When no new signals exist, the agent finishes silently rather than flooding the channel with empty status pings. Best for narrow, jargon-heavy beats where mainstream feeds are too noisy and missing a signal has a real cost.
Agent snapshot
Built for other work, not a generic template.
1
template use
53
catalog views
2
integrations used
2
labels matched
Sample input
Build an agent to niche Signal Tracker. Use Gmail and Google Sheets. Focus on watch things. Return a ready-to-review result after each run.
Sample output
Every 15 minutes, scans the open web for new AI industry news and product launches, dedupes against the past 7 days, and posts a tight bullet summary to your Slack channel — silent when nothing new appears.
Workflow brief
Where Niche Signal Tracker fits in a other automation system
Niche Signal Tracker is designed for a specific recurring job: a real-time monitoring agent that watches a single hyper-specific topic, source, or signal stream and pushes only genuinely new items to your messaging channel of choice. On every run it queries the configured data source for items inside a rolling lookback window, deduplicates against a persistent seen-items table, applies a relevance filter against the topic description, formats matches into a compact summary, and delivers them to the destination channel. When no new signals exist, the agent finishes silently rather than flooding the channel with empty status pings. Best for narrow, jargon-heavy beats where mainstream feeds are too noisy and missing a signal has a real cost. The agent page keeps the workflow concrete by showing the connected apps, the input a team can give Twin, and the output the run is expected to produce.
A team can start from this public template, adjust the instructions, connect the relevant accounts, and schedule the agent once the review path is clear. That makes it useful for repeatable work where the same research, update, summary, or follow-up needs to happen again.
In this setup Twin uses Gmail and Google Sheets as source systems, action targets, or reporting destinations. The agent can combine those tools with browser automation and API calls when the workflow crosses systems.
What this agent automates
This run includes 7 concrete steps from the published agent data.
Load run_state, seen_items (last 500), and compute the lookback cutoff from current time
Fetch candidate items from the chosen data source within the lookback window
Filter by topic relevance using an LLM judge with the topic description
Drop any items whose stable id already exists in seen_items
Format surviving items into the chosen output format with the configured header
Send the message to the chosen delivery channel; if no items survived, finish silently
Integrations used
Niche Signal Tracker connects Gmail and Google Sheets.
Gmail
Connected in this agent
Google Sheets
Connected in this agent
Similar agents
More agents for related other workflows
These pages share industry labels, use-case labels, or connected apps with Niche Signal Tracker. They create crawlable paths between templates that buyers are likely to compare together.
Market Signal Hunter
Finance Legal
An automated pre-open intelligence operator that, every weekday morning at 07:30 local time, sweeps price action, top movers, news headlines, and...
View agentReal Estate Signals Hunter
Real Estate
An overnight real estate watcher that pulls listings, auction updates, permit activity, and pipeline events from the sources you choose, stores a...
View agentTargeted List Sourcer
Other
A discovery agent that hunts across the open web, social platforms, marketplaces, and industry directories for leads, listings, or opportunities...
View agentTrading Signal Scout
Finance Legal
Autonomous market scout that monitors a small watchlist on a scheduled cadence, pulls live price and OHLCV data, computes a multi-indicator...
View agentCreator Trend Tracker
Content Creator
A weekly intelligence agent for content creators. It watches a list of rival channels, niche publications, and topic feeds, detects new posts and...
View agentIndustrial Sector Intel Tracker
Industrial B2b
Tracks industrial sector news, regulatory developments, and competitor activity for logistics, construction, manufacturing, and compliance-heavy...
View agentReputation Alert Sentinel
Local Services
A real-time monitor for small business owners who cannot afford to miss a reputation hit. The agent crawls configured sources (review sites,...
View agentSaaS Founder Signal Scout
Saas Founder
A daily intelligence agent for SaaS founders. Pulls posts, threads, news, and competitor updates from across the web, scores each item by...
View agentClone Niche Signal Tracker
Start from the exact agent behind this page, then adapt the prompt, apps, and review steps to your other workflow.
Plans start at €20/mo