Find out which competitor tool they run
The client sells software that replaces a tool prospects already run. We built detection that works out which competing tool an account uses from five public sources, writes it to the CRM only when confidence is high, and watches for competitor outages as a timing trigger.
Works ifYou replace a tool your buyers already run.
The system
Code
Public repos
Hiring
Job posts
People
Profile skills
Reviews
Review sites
Proof
Case studies
Stated
Named directly
Reviews and case studies name the vendor.
Inferred
From code and skills
Libraries and requirements point to the tool.
Confidence
High only
Nothing weak reaches the CRM field.
CRM
Incumbent on the account
The signal
An account runs a competing tool, detected from code, jobs, skills, reviews or case studies. Or that competitor just had an outage.
Why it predicts a purchase
Knowing the incumbent turns a generic pitch into a replacement pitch with a concrete comparison. An outage is the week that comparison lands.
How it works
Look where engineers leave traces
Public repositories, job descriptions and profile skills name the libraries a team uses. Reviews and case studies name the vendor.
Explain the disagreements
When one source says tool A and another says tool B, the system reasons over the conflict instead of picking the first hit. The fix targeted inferred signals that were being ignored, and improved capture rate and confidence scoring.
Watch the competitor, not just the account
Competitor outages are monitored as a timing trigger.
Build notes
- Documents attached to CRM records are a source too. A second flow reads them for competitor mentions whenever a new file lands.
- A detection only fills the CRM field at high confidence. A wrong incumbent in the first line of an email ends the conversation.
Questions
Where can you see which tool a company uses?
Public code repositories, job descriptions and profile skills name the libraries. Review sites and case studies name the vendor. Keep the evidence so a rep can quote it.
Why only high-confidence detections?
A wrong incumbent in the first line of an email ends the conversation. Weak detections stay in the database, not in the CRM field.
More builds
All builds →Turn a competitor's case studies into leads
Your competitors publish case studies or logo walls.
Reach people engaging with competitor posts
Your buyers follow competitors or category voices on LinkedIn.
Detect 163 B2B tools from a company's website and DNS
Your product replaces, integrates with or sells to users of specific tools.
The next step