SaaS Review Gap Battlecard Scorer
Pricing
Pay per usage
Score imported SaaS review rows into complaint and praise themes, buyer language, competitor weakness signals, evidence-backed battlecard angles, positioning hooks, and roadmap ideas. Use it after a review export, spreadsheet, CRM notes, or manual research.
dedupeKey
Required
Stable key for deduping review evidence rows.
source
Required
Review source, such as G2, Capterra, Trustpilot, app store, or manual.
competitorName
Required
Competitor/product reviewed.
productName
Required
Product/app name when provided, otherwise competitorName.
rating
Required
Normalized rating on a 1-5 scale when available.
sentimentBand
Required
Deterministic sentiment band from rating and review language.
complaintThemes
Required
Detected pain themes useful for competitor weakness analysis.
praiseThemes
Required
Detected praise themes to avoid one-sided battlecards.
buyerLanguage
Required
Short snippets of buyer language pulled from the review row.
evidenceSnippets
Required
Evidence snippets supporting the themes and talk track.
competitorWeaknessScore
Required
0-100 score for how actionable this row is as competitor weakness evidence.
weaknessLevel
Required
Bucketed weakness level from score.
salesBattlecardAngle
Required
Evidence-backed sales talk-track angle.
positioningHook
Required
Positioning hook for marketing or landing-page copy.
roadmapSignal
Required
Product/roadmap signal inferred from recurring complaint themes.
contentIdea
Required
Content or enablement idea based on the review gap.
riskFlags
Required
Caveats that should be reviewed before using the row externally.
warnings
Required
Data quality or interpretation warnings.
reviewUrl
Required
Canonical review URL when available.
reviewDate
Required
Normalized review date YYYY-MM-DD when available.
scrapedAt
Required
Reference timestamp for the run.
