Vetted & Ranked
Best Vetted Data & Analytics Companies in 2026
✓ Independently vetted by the WhatiseBrokering team · 100 companies in this category · Last updated October 15, 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.
🏆 Best Choice in 2026
Fix page speed issues instantly — get a lightning-fast website
Why we like them
✓Instant, measurable speed improvements
✓Better Google rankings from faster loads
✓Works with the platform you already use
What we verified
✓Money-back guarantee verified
✓Free trial available
—Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
AI tool that finds viral video ideas, generates thumbnails and titles based on outlier YouTube data.
Why we like them
✓Free plan available (outlier search, bookmarks, track up to 3 channels); paid plans from $29–$69/month (annual billing saves ~40%)
✓AI credits system for thumbnail, title, and idea generation on Pro plan ($69/mo, 1,000 credits)
✓Enterprise tier offers channel-specific AI fine-tuning, team seats, and 1-on-1 onboarding
What we verified
✓Money-back guarantee verified
✓Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
Chat with your data in plain English to get charts, spreadsheets, and insights instantly.
Why we like them
✓Free tier available, no credit card required to start
✓Connects to sources like Google Sheets, BigQuery, Snowflake, MySQL, PostgreSQL, and more
✓Shows the underlying Python, SQL, or R code behind each generated result for transparency
What we verified
✓Money-back guarantee verified
✓Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
Adds AI-powered formulas to Google Sheets for content generation, data extraction, and classification.
Why we like them
✓Free to get started, installed as a Google Sheets add-on (~139k installs, 4.5/5 from 45 reviews)
✓Multiple AI formulas covering text generation, list creation, data extraction, classification, auto-fill, and summarization
✓Used across functions like marketing, data analysis, content creation, research, sales, and HR
What we verified
✓Money-back guarantee verified
✓Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
AI assistant for Google Sheets that automates data updates, formulas, and analysis via natural language.
Why we like them
✓21-day free trial, no credit card required
✓Connects to 30+ data sources with 2-way sync and auto-refresh
✓Row-level AI operations (=SUPERGPT) for tasks like summarizing, classifying, or translating data across thousands of rows
What we verified
✓Money-back guarantee verified
✓Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
Converts plain English instructions into Excel/Google Sheets formulas, macros, and code.
Why we like them
✓Covers 5 categories: Formulas, VBA, Regex, Appscript, and basic task tutorials
✓Offers a free trial with a 30-day money-back guarantee
✓Includes 1-on-1 onboarding via Zoom or WhatsApp
What we verified
✓Money-back guarantee verified
✓Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
AI platform that scores properties, owners, investors, and lenders to predict who will transact next.
Why we like them
✓Enterprise sales model — no public pricing or self-serve signup; requires talking to their team
✓Four live products (ProspectScope, SellScope AI, InvestorScope, LenderScope) plus a Q2 2026 Intelligence Suite in development
✓Built on 20 years of licensed/public non-credit data, covering 150M+ properties, 18.4M+ investors, and 122K+ private lenders
What we verified
✓Money-back guarantee verified
—Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
Automated ETL platform that moves data from 300+ sources into your warehouse and back to your business tools.
Why we like them
✓14-day free trial, no credit card required
✓300+ prebuilt connectors plus custom Python connector support
✓Includes log-based CDC, dbt integration, and reverse ETL to operational tools
What we verified
—Money-back guarantee verified
✓Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
Independent R&D consultancy turning AI, ML, and data science research into working business solutions.
Why we like them
✓Free initial consultation to scope projects
✓Three-stage process: ideation, prototype, integration
✓Also maintains own products (SemaReader, SemaDB, Knotes) alongside client consulting
What we verified
✓Money-back guarantee verified
—Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
Turns company docs and know-how into shared 'Brains' that any MCP-compatible AI tool can query.
Why we like them
✓Per-seat pricing from $15-$25/user/month with pooled brains, neurons, and AI credits across the team
✓30-day free trial, no credit card required; self-hosted Hive Server free for up to 20 users
✓MCP-based integration connects Brains to Teams, IDEs, and other AI tools, with governance and audit controls
What we verified
✓Money-back guarantee verified
✓Free trial available
—Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
AI-generated business idea analysis covering SWOT, PESTEL, and Porter's Five Forces in under 30 seconds.
Why we like them
✓Free to start, no credit card required
✓Generates full reports (SWOT, PESTEL, Porter's Five Forces) in under 30 seconds
✓Includes target audience/user stories, marketing ideas, and community features
What we verified
—Money-back guarantee verified
✓Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
AI assistant that generates Excel/Sheets formulas, scripts, SQL, regex, and data insights.
Why we like them
✓Free plan available (10 AI chat messages/month, limited tool usage); paid plans from $9-$18/mo with annual discount
✓Supports 50+ languages and multiple platforms: Excel, Google Sheets, LibreOffice Calc, Airtable
✓Includes chat-with-your-file, image-to-table conversion, pivot tables, and chart/report generation
What we verified
—Money-back guarantee verified
✓Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
AI tool that generates and explains Excel, Google Sheets, VBA, and regex formulas instantly.
Why we like them
✓Free 'Basic' plan offers 5 generations/month, no credit card required
✓Paid plans from $4.33–$5.99/month (billed yearly or monthly) for unlimited formulas, VBA/scripts, and regex generation
✓Includes GPT-4 chat messaging with 20+ system prompts and a Python code generator (beta)
What we verified
—Money-back guarantee verified
✓Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
An AI-powered spreadsheet that connects to your data sources and answers questions in plain English.
Why we like them
✓Free to use with usage-limited AI features; Pro plan available for more credits
✓Connects to databases, apps (Stripe, GA4, Notion, etc.), and files up to 10GB
✓Supports Python, SQL, and libraries like Pandas, NumPy, and Scikit-learn without writing code
What we verified
—Money-back guarantee verified
✓Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
Grist combines spreadsheets, databases, and AI to build and generate custom data workflows without code.
Why we like them
✓Free to use with no trial or credit card required
✓Open-source and fully self-hostable, including local deployment
✓AI assistant supports Python-based formulas plus standard Excel-compatible formulas
What we verified
—Money-back guarantee verified
✓Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
Chat with CSV spreadsheets in plain English to get answers and charts.
Why we like them
✓Free plan available to start
✓Upload CSVs via file, URL, or clipboard, then ask questions conversationally
✓Acquired by Flatfile; successor tool 'Obvious' now offers expanded features
What we verified
—Money-back guarantee verified
✓Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
AI-powered analytics platform that turns GTM data into trusted, spreadsheet-backed dashboards and answers.
Why we like them
✓Annual pricing from $24k/year (Essential) to $60k/year (Enterprise), no self-serve signup—demo required
✓Includes monthly AI spend allowance ($250–$1,000/mo) and managed Snowflake warehouse sync built in
✓Combines spreadsheet-level auditability with AI chat, Slack/email push, CRM writeback, and Notion embeds
What we verified
—Money-back guarantee verified
✓Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
Turns spreadsheet data into AI-generated dashboards, reports, and slide decks in seconds.
Why we like them
✓Free plan available to get started
✓One-click dashboard refresh that updates charts automatically while preserving layout
✓Supports imports from CSV, Excel, and Google Sheets/databases
What we verified
—Money-back guarantee verified
✓Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
AI plug-in for Excel and Google Sheets that generates formulas, cleans data, and automates spreadsheet tasks.
Why we like them
✓Free plan available (GPT-3.5, limited requests); paid tiers from $4.99 to $29.99/month with GPT-4 support
✓Installs as a plug-in for Excel and Google Sheets, not a standalone web app
✓Includes AI formula generator, AI assistant, and data connectors (up to 10+ on top plan)
What we verified
—Money-back guarantee verified
✓Free trial available
✓Reachable customer service
✓No fine-print return conditions
✓No unrealistic claims detected
Uploads your chat exports to reveal sentiment, compatibility, and personality patterns via AI.
Why we like them
✓Free forever tier with no credit card required, plus one-click Google signup
✓Analyzes exports from six major messaging platforms in under a minute
✓Includes an AI 'coach' persona (multiple tone options) for chatting about your results
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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