ChangeSignal

ChangeSignal is a next-generation buying intent platform that moves beyond traditional lead scoring by tapping into a powerful, public signal: the jobs a company is hiring for. For sales teams, founders, and growth professionals, the fundamental challenge has always been identifying which companies are actually ready to buy. ChangeSignal solves this by monitoring job postings across major applicant tracking systems like Greenhouse, Lever, and Ashby. The core insight is that hiring patterns reveal strategic priorities. When a company posts multiple sales roles, it is scaling its go to market team and likely needs new sales tools. When it posts machine learning positions, it is investing in AI infrastructure. ChangeSignal automatically detects these changes, classifies them into specific buying intent categories like Sales Expansion or AI Investment, and provides a detailed explanation of the likely need along with a ready to send outreach angle. 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. ChangeSignal also extends beyond hiring signals to cover local business openings. For San Francisco restaurants specifically, the platform 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 months before they hit any directory. Each lead ships with the address, filing dates, and links to both source records. This dual signal approach gives sales professionals an unprecedented early advantage in reaching decision makers at the exact moment they are making purchasing decisions.

Automated Job Posting Monitoring

ChangeSignal continuously collects and analyzes job postings from major applicant tracking systems including Greenhouse, Lever, and Ashby. This automated monitoring ensures you never miss a critical hiring signal. The system detects meaningful changes in a company's hiring patterns, such as a sudden burst of sales requisitions or new machine learning roles, and flags these as high intent buying signals. Every detected change is timestamped and linked directly to the source job posting for verification, giving you complete confidence in the data.

Intelligent Signal Classification

Every detected hiring change is automatically classified into specific buying intent categories such as Sales Expansion, AI Investment, or Customer Operations. This classification goes beyond a simple label. Each signal comes with a detailed explanation of the likely need driving that hiring activity and a ready to send outreach angle. For example, a company hiring multiple partner managers is clearly building out a channel strategy, and ChangeSignal tells you exactly how to position your product to meet that need. This classification saves hours of manual research and analysis.

Corroborated Local Business Openings

ChangeSignal extends beyond hiring signals to deliver verified local business openings, starting with San Francisco restaurants. The platform cross checks two independent public filings, a new business registration and a California ABC liquor license at the same address, to confirm a real venue is opening. This corroboration process eliminates scraped listings and false positives. Each lead includes the address, filing dates, and direct links to both source records as evidence. You get access to venues months before they appear on any directory, giving you a massive first mover advantage.

Multi Channel Alert System

You can browse every signal for free on the ChangeSignal platform, but the real power comes from real time alerts. Subscribe to receive notifications via email, Slack, or Discord whenever a new signal matching your criteria is detected. This multi channel approach ensures you never miss a critical buying intent signal, whether you are at your desk or on the go. Alerts can be customized by signal type, company size, industry, or geographic location, allowing you to focus only on the opportunities that matter most to your business.

Outbound Sales Prospecting for SDRs and AEs

Sales development representatives and account executives can use ChangeSignal to identify companies that are actively scaling their teams. When a company posts multiple sales roles, it is preparing to grow revenue and likely needs new sales tools, CRM integrations, or enablement platforms. Instead of cold calling blind, SDRs can use the detailed outreach angle provided by each signal to start conversations that are immediately relevant. This approach dramatically increases response rates and shortens sales cycles because you are reaching decision makers at the exact moment of need.

Founder Led Sales for Early Stage Startups

Founders of early stage startups often wear every hat, including sales. ChangeSignal gives founders a direct line to companies that are investing in areas where their product fits. If you sell AI infrastructure tools, you can monitor for companies posting machine learning roles. If you sell partner management software, you can target companies hiring partner managers. The platform eliminates the guesswork from founder led sales and provides ready to send outreach language that resonates with technical buyers and business leaders alike.

Growth Team Account Based Marketing

Growth teams can integrate ChangeSignal signals into their account based marketing campaigns. When a target account shows a hiring signal, the growth team can trigger personalized ad campaigns, email sequences, or direct mail campaigns tailored to that specific need. For example, if a company is hiring for customer operations roles, you can send content about customer success platforms. This level of personalization, driven by real time intent data, significantly improves conversion rates and reduces wasted marketing spend on accounts that are not ready to buy.

Local Business Sales for Service Providers

Service providers targeting local businesses, such as POS system vendors, payment processors, business insurance agents, payroll companies, and local marketing agencies, can use ChangeSignal to find new venues opening in San Francisco. The corroborated opening signals provide verified leads months before competitors know about them. You can reach the owner or manager during the critical planning and setup phase, when they are actively making purchasing decisions about equipment, software, and services. This early access creates a massive competitive advantage in a crowded local market.

How does ChangeSignal determine buying intent from job postings?

ChangeSignal analyzes job postings from major applicant tracking systems to detect meaningful changes in a company's hiring patterns. The core principle is that the roles a company posts publicly reveal exactly where it is planning to invest its resources. For example, a sudden burst of sales job requisitions indicates the company is scaling its go to market team and likely needs new sales tools. Multiple machine learning platform roles signal a major investment in artificial intelligence. Each detected change is classified into specific buying intent categories like Sales Expansion or AI Investment, complete with a detailed explanation and a ready to send outreach angle.

Is ChangeSignal free to use?

Yes, you can browse every signal on the ChangeSignal platform for free. This includes viewing all detected hiring changes and local business openings. You can also subscribe to receive alerts via email, Slack, or Discord at no cost. For deeper insights, the Pro plan is available at 29 dollars per month. The Pro plan unlocks the full intent and outreach layer on every company, giving you the exact words to start a conversation that matters. This includes more detailed signal explanations and additional outreach angles.

How does ChangeSignal verify local restaurant openings?

For San Francisco restaurants specifically, ChangeSignal cross checks two independent public filings to verify a new venue is opening. The platform looks for a new business registration and a California ABC liquor license filed at the same address. When both filings exist and can be resolved to one business, ChangeSignal confirms that a real venue is opening. Each lead includes the address, the filing dates, and direct links to both source records as evidence. This corroboration process eliminates scraped listings and false positives, giving you verified leads months before they appear on any directory.

What types of buying intent signals does ChangeSignal classify?

ChangeSignal classifies detected hiring changes into specific buying intent categories based on the roles being posted. Common categories include Sales Expansion, which indicates a company scaling its go to market team, AI Investment for companies hiring machine learning and AI roles, Customer Operations for companies building out customer support and success teams, and Partner Management for companies developing channel strategies. Each classification comes with a detailed explanation of the likely need driving that hiring activity and a ready to send outreach angle tailored to that specific intent category.

ChangeSignal offers a free tier that allows you to browse every signal on the platform and subscribe to alerts via email, Slack, or Discord. For deeper insights, the Pro plan is available at 29 dollars per month. The Pro plan unlocks the full intent and outreach layer on every company, giving you the exact words to start a conversation that matters. This includes more detailed signal explanations, additional outreach angles, and access to the complete intent classification for every detected change. There is no annual contract required, and you can upgrade or downgrade at any time.