ChangeSignal

ChangeSignal is a powerful tool designed to transform how sales teams, founders, and growth professionals identify buying intent. Instead of guessing which companies are ready to purchase your product, ChangeSignal monitors clear and public signals to reveal where organizations are planning to invest their resources. The product operates on two core data sources. First, it analyzes job postings from major applicant tracking systems like Greenhouse, Lever, and Ashby. The core idea is simple but incredibly effective: the roles a company posts publicly reveal exactly where it is planning to invest its resources next. For example, a sudden burst of sales job requisitions means a company is scaling its go-to-market team, while multiple machine learning platform roles signal a major investment in artificial intelligence. Second, ChangeSignal has expanded to verify local business openings, particularly in the San Francisco restaurant scene. It cross-checks two independent public filings, a new business registration and a California ABC liquor license at the same address, to surface real venues opening in SF months before they hit any directory. Every detected signal is classified into specific buying-intent categories with detailed explanations and ready-to-send outreach angles. The product is built for a wide audience, including founders, SDRs, AEs, and entire growth teams who rely on outbound sales. You can browse every signal for free and subscribe to receive alerts via email, Slack, or Discord.

Automated Job Posting Collection and Analysis

ChangeSignal automatically collects job postings from major applicant tracking systems including Greenhouse, Lever, and Ashby. It then analyzes these postings to detect meaningful changes in a company's hiring patterns. For every detected change, the tool classifies the signal into specific buying-intent categories such as Sales Expansion, AI Investment, or Customer Operations. This analysis goes beyond simple keyword matching to understand the strategic implications of hiring decisions, giving users a clear window into a company's upcoming investments and needs.

Buying Intent Classification with Outreach Angles

For every detected signal, ChangeSignal provides a detailed classification of the likely buying intent along with a ready-to-send outreach angle. This classification is not just a label; it comes with a detailed explanation of the likely need and the exact words to start a conversation that matters. For example, a signal for a new restaurant opening includes suggested outreach angles for POS and payments, business insurance, payroll and scheduling, equipment financing, and local marketing and SEO. Each signal also includes a direct link to the source job posting or public filing for verification.

Corroborated Local Business Openings

ChangeSignal has developed a unique feature for identifying new business openings, specifically demonstrated for San Francisco restaurants. The tool cross-checks two independent public filings, a new business registration and a California ABC liquor license at the same address, to confirm real venues opening in the area. This corroboration process ensures that every lead is verified by two separate public records resolved to one business, not a scraped listing. Each lead ships with the address, the filing dates, and links to both source records as evidence.

Multi-Channel Alert System

ChangeSignal allows users to browse every signal for free and subscribe to receive alerts through multiple communication channels. Users can receive notifications via email, Slack, or Discord, ensuring they never miss a critical buying signal. This multi-channel approach enables teams to stay informed in their preferred workflow, whether they are checking emails, monitoring Slack channels, or following Discord communities. The alert system ensures that time-sensitive signals are delivered promptly to the right people.

Prospecting for Sales Teams

Sales development representatives and account executives can use ChangeSignal to identify companies that are actively investing in areas relevant to their products. When a company posts multiple sales roles, it signals an expansion of their go-to-market team, which likely means they need sales intelligence, CRM, or communication tools. Similarly, a company hiring for machine learning roles is a strong indicator they are building AI capabilities and may need infrastructure, training data, or consulting services. This targeted prospecting replaces cold outreach with warm, data-driven conversations.

Competitive Intelligence for Founders

Founders and startup leaders can leverage ChangeSignal to monitor competitors and potential partners. By tracking hiring patterns, founders can understand where competitors are investing their resources. A competitor hiring for partner manager roles indicates they are building a channel strategy, which could signal a shift in market approach. This intelligence allows founders to adjust their own strategies, identify gaps in the market, and position their products more effectively against emerging competitive threats.

Local Business Lead Generation

Growth professionals targeting local businesses, particularly in the restaurant and hospitality sector, can use ChangeSignal to get ahead of the competition. The tool identifies new venues opening in San Francisco months before they appear on any directory. This early access allows vendors selling POS systems, business insurance, payroll services, equipment financing, and local marketing to reach decision-makers before they have signed contracts with competitors. The corroborated evidence provides confidence that the lead is real and the timing is right.

Outbound Campaign Strategy

Entire growth teams can integrate ChangeSignal into their outbound sales processes to create more effective campaigns. The tool provides ready-to-send outreach angles for every detected signal, saving teams hours of research and message crafting. By using the specific buying intent categories and suggested angles, teams can personalize their outreach at scale. For example, a signal about a new restaurant opening comes with a pre-written angle about pre-selling POS, payments, and insurance before any directory lists them, enabling faster and more relevant communication.

How does ChangeSignal detect buying intent from job postings?

ChangeSignal automatically collects job postings from major applicant tracking systems like Greenhouse, Lever, and Ashby. It then analyzes these postings to detect meaningful changes in a company's hiring patterns. The core logic is that the roles a company posts publicly reveal exactly where it is planning to invest its resources next. For example, a sudden burst of sales job requisitions means a company is scaling its go-to-market team, while multiple machine learning platform roles signal a major investment in artificial intelligence. Each detected change is classified into specific buying-intent categories with detailed explanations.

How does the local business opening verification work?

For local business openings, specifically demonstrated for San Francisco restaurants, ChangeSignal cross-checks two independent public filings: a new business registration and a California ABC liquor license at the same address. The tool resolves these two records to a single business entity, confirming a real venue is opening. This corroboration process ensures that every lead is verified by two separate public records, not a scraped listing. Each lead ships with the address, the filing dates, and links to both source records as evidence of the opening.

What types of alerts can I receive and through which channels?

ChangeSignal offers a multi-channel alert system that allows users to receive notifications through email, Slack, or Discord. Users can browse every signal for free on the platform and subscribe to receive alerts based on their preferences. This flexibility ensures that critical buying signals are delivered directly to the user's preferred communication channel, whether they are monitoring their email inbox, a dedicated Slack channel, or a Discord server. The alert system is designed to keep teams informed in real time without requiring constant manual checking.

Is there a free tier and what does the Pro plan offer?

Yes, ChangeSignal offers a free tier that allows users to browse every signal for free. This gives users access to view detected changes and basic information. For deeper insights, the Pro plan is available at $29 per month. The Pro plan unlocks the full intent and outreach layer on every company, providing users with the exact words to start a conversation that matters. This includes detailed buying intent classifications, ready-to-send outreach angles, and access to all the analytical depth behind each signal.

ChangeSignal offers a free tier that allows users to browse every signal at no cost. For users who need deeper insights, the Pro plan is available at $29 per month. The Pro plan unlocks the full intent and outreach layer on every company, giving users the exact words to start a conversation that matters. This includes detailed buying intent classifications, ready-to-send outreach angles, and access to all the analytical depth behind each signal. There is no mention of any other pricing tiers or plans in the provided content.