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SourceSignal Research

How product-review analysis works
Research · in development

A research API for the market dataset

An experimental developer surface for SourceSignal Research, not a product we sell today. One convergence endpoint: demand confirmed across several public sources, returned with its evidence and a confidence level instead of a black-box score.

Coming soon
GET /v1/convergence
{
  "keyword": "smith machine alternative",
  "convergence_score": 0.86,
  "source_breakdown": {
    "autocomplete": { "present": true, "intent": "commercial" },
    "youtube": { "views_per_day": 32000, "trend": "rising" }
  },
  "evidence": [
    "3 of top-10 videos < 90 days old"
  ],
  "confidence": 0.86,
  "caveats": ["youtube velocity inflated by 1 un-enriched viral video"]
}

Built on our market dataset: autocomplete intent, YouTube velocity and search-result composition, joined per keyword.

  • Source-attributed. Every score carries the evidence behind it.
  • Confidence and caveats. We tell you when a signal is noisy.
  • Any niche. Add a vertical, query it the same way.