Product Reviews — Source URLs, Ratings & Evidence Metadata

⚠️ Breaking — new fields added to data and data.evidence[] objects.

Product Review signals now include source URLs and richer evidence metadata for each individual review.

New Fields

Field	Location	Type	Description
`source_page_url`	`data`	string (URL)	Direct link to the review page (e.g. G2 product page)
`product_name`	`data`	string	LLM-identified product being reviewed
`review_url`	`data.evidence[]`	string (URL)	Link to the individual review
`star_rating`	`data.evidence[]`	float	Numeric rating (1-5)
`review_date`	`data.evidence[]`	string (date)	When the review was posted (YYYY-MM-DD)

Additional Enrichments

Field	Location	Type	Description
`switching_intent`	`data`	object	Detected intent to switch vendors (`detected`, `signal_phrase`, `urgency`)
`quantified_impact`	`data`	object	Numerical business impact mentioned (`has_numbers`, `metrics`)
`decision_maker_complaint`	`data`	object	Whether reviewer is a decision-maker (`is_decision_maker`, `title`)
`competitors_mentioned`	`data`	array	Competitor products referenced in the review

Example

{
  "data": {
    "source_page_url": "https://www.g2.com/products/scalepad-backup-radar/reviews",
    "product_name": "ScalePad Backup Radar",
    "switching_intent": {
      "detected": true,
      "signal_phrase": "looking for alternatives",
      "urgency": "medium"
    },
    "competitors_mentioned": ["Veeam", "Datto"],
    "evidence": [
      {
        "quote": "The reporting is limited and we have been exploring other options...",
        "reviewer_name": "IT Director",
        "review_url": "https://www.g2.com/products/scalepad-backup-radar/reviews#review-12710470",
        "star_rating": 2,
        "review_date": "2026-04-29"
      }
    ]
  }
}

Review excerpts in the evidence array are now longer and more detailed.

Effective: May 12, 2026 delivery onward (autobound-product-reviews-v2 bucket).

Action required: If your schema strictly validates the data or evidence[] objects, add handling for the new fields. All new fields are nullable.