
SwitchSignal searches supported public sources for discussions where people are unhappy with a competitor, looking for alternatives, experiencing pricing or support problems, or considering a move to another product.
It filters irrelevant mentions, scores the strength of the switching intent, and gives your sales or growth team the original evidence, public contact clues and a relevant reason to investigate the opportunity.
Created, owned and maintained by NeoScala. Currently available as a paid beta through Apify.
Why we created SwitchSignal

Better outreach starts with better timing
NeoScala helps B2B companies identify the right prospects, start relevant LinkedIn conversations and learn which markets and messages generate interest.
However, selecting the right company is only part of successful outreach. Timing also matters.
A prospect who is already discussing a competitor’s pricing, support, limitations or possible replacement may be more relevant than someone selected only because of their job title or company size.
SwitchSignal was created to help founders, sales teams and growth teams find these public signals without spending hours manually searching online discussions.
What SwitchSignal Does

Turn public competitor discussions into sales research
Enter the name of a competitor and tell SwitchSignal what your product offers.
SwitchSignal will search supported public sources and:
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Find discussions that mention the competitor.
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Remove obvious noise, irrelevant word matches and vendor promotion.
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Identify complaints, alternative requests and migration discussions.
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Score the strength of the commercial and switching intent.
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Explain why a signal was qualified or rejected.
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Provide the original public source as evidence.
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Return public author and company clues where they are available.
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Suggest an appropriate next research or outreach action.
The result is a focused list of public switching-intent signals that your team can review and investigate.
How it works
A focused four-step process
1. Choose a competitor
Enter the name of the product or company your business competes against.
2. Describe your product
Provide a short explanation of what you offer and the type of customer you help.
3. Run the search
Choose a supported public source, time period, result limit and minimum intent score.
4. Review the evidence
Examine the original discussion, intent score, qualification reason and available contact clues before deciding whether the opportunity is worth investigating.

What you receive
Clear evidence, not just another contact list
Each qualified result may include:
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The competitor mentioned.
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The original public discussion.
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A summary of the problem or switching intention.
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The date and source.
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A commercial-intent score.
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A switching-intent classification.
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The reason the signal was qualified.
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The public author handle.
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Possible company clues.
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A recommended next action.
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A suggested outreach angle when AI enrichment is enabled.
SwitchSignal is not a generic contact database. Its purpose is to help you understand why someone may be open to an alternative and provide the evidence needed for responsible, relevant research.
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