By function · analytics data
AI tools for product and business analytics.
Analytics tooling earns its way back faster than most categories — every founder eventually needs to know what's working. The tools below cover product analytics, business intelligence, and data exploration with AI baked in (not bolted on). Self-serve free or cheap entry tiers are rewarded; enterprise tools that need a data team to deploy are excluded.
12 tools matched. Curated and scored by Magpie's six-dimension rubric.
Apify
Full-stack web scraping and data extraction platform
$29/mo·MVP → Growth
Akkio
No-code predictive analytics
$49/mo·MVP → Growth
Hex
AI-augmented data notebooks
Free·MVP → Growth
Browse AI
No-code AI web scraper and monitor
$19/mo·Solopreneur → Seed
Julius AI
Chat with your spreadsheets
$20/mo·MVP → Growth
ScraperAPI
Proxy-based scraping API for developers
$49/mo·MVP → Growth
Diffbot
AI-powered web data extraction and knowledge graph
$299/mo·Seed → Growth
Bright Data
Enterprise proxies and web scraping infrastructure
$499/mo·Series A → Growth
LangSmith
Observability and evaluation for LLM apps
$39/mo·Seed → Growth
Pecan AI
Predictive AI for SMB leaders
Contact·Seed → Growth
Profound
Generative search analytics and brand visibility for AI answer engines
Contact·Seed → Growth
Helicone
Open-source LLM observability — 10K free requests, OpenAI/Anthropic/Together drop-in proxy
Free·Solopreneur → Seed
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