Editorial Guidelines
What we do
Independent reviews of AI sales tools across prospecting, engagement, conversation intelligence, and ABM.
Evaluation methodology
Each platform is evaluated against primary sources — vendor documentation and pricing pages, independent user reports (G2, Capterra, Trustpilot), and public-company filings — on a consistent set of criteria per category. Where a review includes first-hand testing, it is run on compliant opted-in lists only and the methodology is documented on that review.
- Sales intelligence platforms: data coverage and quality, integration support (Salesforce, HubSpot, Apollo, Salesloft, Outreach), pricing and value.
- Engagement platforms: campaign and sequence capabilities, deliverability features (Instantly, Smartlead), pricing.
- Conversation intelligence: recording and transcription accuracy, coaching and forecasting features.
- Autonomous AI SDRs: autonomy, personalization, channel coverage, and the failure modes users report most often.
Compliance
Where a review involves outbound testing, it is run on opted-in lists only, in line with CAN-SPAM (US), GDPR (EU), and CASL (Canada). No cold-scraping for testing purposes.
Sourcing standards
- Pricing: vendor pricing pages re-verified quarterly.
- User ratings: G2, Capterra, Trustpilot — current counts linked directly.
- Public-company data: ZoomInfo earnings calls and investor presentations used as primary sources for pricing-strategy and customer-metrics claims.
Update cadence
- Pricing: quarterly.
- Capability re-reviews: semi-annually for rapidly-evolving categories (autonomous SDRs).
- Major events (shutdowns, acquisitions, pricing model changes): 72 hours.
Affiliate disclosure
Affiliate commissions disclosed above the fold on every affiliate-linked page. Rankings are independent of commission amount.
Corrections & fact-checking
See Corrections Policy and Fact-Checking Policy.