Vetted & Ranked
Best Vetted Data & Analytics Companies in 2026
✓ Independently vetted by the WhatiseBrokering team · 94 companies in this category · Last updated August 3, 2026
Every company below passed our vetting checklist — try before you buy or a real money-back guarantee, no fine-print returns, and a human you can reach. TrustScores reflect what we actually verified, not what companies claim.
✓ Propane
✓ VettedAggregates customer feedback, CRM, and product data into one shared workspace for product teams and AI agents.
Why we like them
✓Flat-fee pricing for unlimited users, rather than per-seat or token-based costs
✓Free trial available, plus option to book a live demo
✓One-click handoff of aligned product context to coding agents
What we verified
—Money-back guarantee verified
✓Free trial available
—Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
✓ FinanceIQ
✓ VettedAI-powered financial dashboard and analyst for contractors and construction companies.
Why we like them
✓7-day free trial, no credit card required
✓AI chat analyst generates charts and tables from your real financial data
✓Scenario modeling to test business decisions before committing
What we verified
—Money-back guarantee verified
✓Free trial available
—Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
✓ User Evaluation
✓ VettedAI-powered platform that conducts and analyzes user interviews to speed up research.
Why we like them
✓Free plan available to start
✓AI conducts and analyzes interviews automatically
✓Includes a 'get paid to test' participant marketplace
What we verified
—Money-back guarantee verified
✓Free trial available
—Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
✓ Faraday
✓ VettedA customer context platform giving AI agents and marketing tools access to consumer data on 240 million U.S. adults.
Why we like them
✓Free tier to get started, plus expert-led onboarding option
✓1,400+ consumer/identity data points on 240M U.S. adults via API, MCP, or file append
✓SOC-2 Type II audited, HIPAA compliant, with GDPR/CCPA and 15+ other compliance frameworks
What we verified
—Money-back guarantee verified
✓Free trial available
—Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
✓ Upsolve AI
✓ VettedA platform for building analytics agents that answer data questions using your team's verified context.
Why we like them
✓Connects to 30+ databases (Snowflake, BigQuery, Redshift, Postgres, Databricks, etc.) with optional dbt project import
✓End-to-end conversation tracing showing tool calls, generated SQL, and KPI/definition verification for each answer
✓Pricing and free trial details not published on site — request demo required
What we verified
—Money-back guarantee verified
✓Free trial available
—Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
✓ Kraftful
✓ VettedAI tool that analyzes user feedback from reviews, surveys, calls, and tickets to surface product insights.
Why we like them
✓Free trial available; paid Team plan with annual pricing option
✓Proprietary hallucination detection (patent pending) aims to reduce inaccurate AI summaries
✓Exports insights as user stories to Jira/Linear and supports multi-language feedback translation
What we verified
—Money-back guarantee verified
✓Free trial available
—Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
✓ Zigpoll
✓ VettedShopify-focused survey platform for post-purchase, exit-intent, and on-site feedback with AI-powered insights.
Why we like them
✓Free forever plan available, no credit card required to start
✓One-click Shopify install; setup in under 5 minutes
✓AI-driven analytics and a new synthetic audience feature for instant simulated survey responses
What we verified
—Money-back guarantee verified
✓Free trial available
—Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
✓ BlazeSQL
✓ VettedAn AI data analyst that queries your SQL database and turns plain-English questions into instant insights.
Why we like them
✓Free trial available; demo booking option for teams
✓Auto-detects database schema with no manual setup, plus autonomous PDF/interactive report generation
✓Offline desktop mode keeps query results local; no models trained on customer data
What we verified
—Money-back guarantee verified
✓Free trial available
—Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
✓ SQLAI
✓ VettedAI tool that generates, optimizes, validates, formats, and explains SQL queries across 30+ database engines.
Why we like them
✓Free tier available to get started
✓Connects to live databases with schema-aware query generation and rule enforcement
✓Includes query editor, diff view, and in-app query execution for validation
What we verified
—Money-back guarantee verified
✓Free trial available
—Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
✓ MediaFind
✓ VettedOn-device app that transcribes, indexes, and lets you search every word, face, and scene in your video/audio library.
Why we like them
✓One-time $29 payment for unlimited Pro use, no subscription or account required
✓Free trial available; all AI processing (transcription, search, LLM assistant) runs on-device with no API keys
✓Supports 15+ search modes (semantic, visual, speaker, face, logo, OCR) plus MCP integration for Claude and Cursor
What we verified
—Money-back guarantee verified
✓Free trial available
—Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
✓ Anomaly AI
✓ VettedAI data analyst that turns spreadsheets, GA4, ad platforms, and databases into refreshable dashboards and reports.
Why we like them
✓Credit-based pricing: Free plan (30 credits/mo), Pro at $25/mo (1,000 credits), Team at $45/seat/mo (2-seat minimum)
✓Free tier available with no credit card details specified; core analysis features included
✓Every insight is traceable to source data with visible assumptions and calculation logic
What we verified
—Money-back guarantee verified
✓Free trial available
—Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
✓ ChartPixel
✓ VettedTurns spreadsheets into AI-explained charts, insights, and forecasts—no coding required.
Why we like them
✓Free sign-up available, with a separate paid pricing plan for additional features
✓Auto-generates charts, insights, forecasts, and even PowerPoint slides without manual formatting
✓States it does not train on user data or send raw data to external LLMs
What we verified
—Money-back guarantee verified
✓Free trial available
—Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
✓ LDOO
✓ VettedAsk plain-English questions about your marketing data and get source-backed, client-ready answers.
Why we like them
✓Free to start, no credit card required
✓Connects Google Ads, Meta Ads, GA4, GSC, LinkedIn Ads, YouTube Analytics and more into one queryable data set
✓White-label client portals and one-click AI-generated reports with custom domain support
What we verified
—Money-back guarantee verified
✓Free trial available
—Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
✓ Lebesgue
✓ VettedAI-powered analytics platform that unifies attribution, LTV, and competitor data for Shopify brands.
Why we like them
✓Plans start at $79/month with a free trial available
✓Includes Henri AI assistant for natural-language insights across attribution, LTV, and competitor data
✓Benchmarks performance against 20,000+ e-commerce brands
What we verified
—Money-back guarantee verified
✓Free trial available
—Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
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