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Analytics & Insights

Best We killed our AI stock analysis and kept the news feed (API and MCP) Alternatives in 2026

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We killed our AI stock analysis and kept the news feed (API and MCP)

Real-time stock news API with relevance scoring for trading bots and AI agents

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1

Real-time AI UX analytics reveal why users drop off, auto-installed

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AIMirror reveals *why* users drop off, not just where. Real-time AI UX analytics with one-line install — automatic insights, accessibility checks, and design clarity.

Freemium
2

Transform survey responses into actionable insights automatically

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lumeforms uses a multi-pass analysis flow to transform nuanced text responses into high quality ai analysis tailored for your specific use case and goals. No more manually sifting through responses. Delegate it to lumeforms.

Freemium
3

AI-powered stock analysis and discovery for individual investors

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AlfinaAI helps individual investors learn investing basics, discover stock ideas, and generate AI-powered stock analysis reports. First analysis free, no credit card required.

Freemium
4

Track how AI agents discover and interact with your website in real-time

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See how AI agents discover, read, and interact with your website. Then make it better.

Freemium
5

Audit LLMs against your data to detect hallucinations and ensure AI Act compliance

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VERITROOPER audits any LLM against your own data — detecting hallucinations, pinpointing failures, and returning audit-ready reports plus EU AI Act conformity-evidence records.

Paid
6

Causal attribution for Shopify & GA4—see which channels drive real revenue

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Causal attribution for Ecommerce brands using Google Analytics 4. Upload your GA4 export, see which channels actually drive revenue with confidence intervals in minutes. Built for any ecommerce platform on GA4; deepest experience with Shopify beauty and fashion brands.

Paid
7

Make your analytics AI-queryable so agents can track traffic and act on insights

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You build with AI but measure without it. Clamp brings analytics into the conversation. Your agent tracks traffic, builds funnels, and acts on what it finds.

Freemium
8

Track AI spend and adoption across your engineering teams and projects

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Give CTOs, CPOs, CFOs, and engineering leads one operating view across AI adoption, provider spend, and equivalent local-tool value.

Paid
9

Track costs across OpenAI, Anthropic, and xAI without proxies or SDKs

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COGS monitoring for AI products. Paste one admin key per provider — Costbase discovers every API key and pulls usage straight from OpenAI, Anthropic, and xAI's official reporting APIs. No proxy. No SDK. No code changes.

Freemium
10

Build financial research pipelines visually, run on schedule, get results automated

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Cutonce turns financial research into automated pipelines. Connect data sources, filters, scoring, and AI analysis on a visual canvas. Run on a schedule. Get results in Sheets, Slack, or email. Built for boutique RIAs, quantitative architects, and independent analysts.

Paid
11

Launch consumer surveys in minutes with verified global panel responses

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Fastest way to know what people think. Datapoint is a survey platform that streams verified answers from a global panel. Launch a consumer study in minutes.

Freemium
12

Search YouTube transcripts across channels and chat with them like an expert

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Ask Channel AI transcribes and indexes every video in a YouTube channel, then answers your research questions with exact quotes and timestamps. Search transcripts across channels and chat with them like an expert.

Freemium
13

Ask questions, generate SQL dashboards—all locally in your browser

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This tool converts natural language questions into SQL queries and generates interactive dashboards directly in your browser without sending data to external servers. It enables local-first data analysis by running the entire question-to-visualization pipeline client-side.

Freemium
14

Estimate AI workflow costs before implementation

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Model prompts, retrieval, tools, infrastructure, and user segments in one deterministic AI workflow canvas. Compare cost and latency before implementation.

Freemium
15

Analyze server logs to measure AI bot bandwidth costs

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Free tool to analyze your server logs and see exactly which AI bots are costing you bandwidth. Works with Nginx, Apache, Cloudflare, and Vercel. Nothing uploaded.

Free
16

Grade your code's post-quantum crypto readiness A–F, generate compliance reports free.

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Grade your stack's post-quantum readiness (A–F) in your browser — nothing uploaded. Then run the free GitHub Action for a full CycloneDX 1.6 CBOM, or get a signed Evidence Pack. By TRELYAN.

Freemium
17

Run SQL and Python analytics locally without cloud overhead

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A collaborative AI workspace, built on your company context. Build and orchestrate agents right alongside your team's projects, meetings, and connected apps.

Free
18

AI-powered event ingestion with classification and PII redaction

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EU-hosted infrastructure that ingests events from anywhere, runs AI classification, enrichment, and PII redaction in-flight, and routes events where teams act.

Paid
19

Monitor AI agent behavior in production, trace user intent to tool calls, identify fixes.

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See what your AI agents really do in production. Intencion maps what users want to the tool calls your agent makes and how each run ends, so you see what to fix and what to build next.

Paid
20

AI-powered audit of your Metabase dashboards and metrics in minutes

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Fractional CDO, powered by AI. Get a full audit of your Metabase in 2 minutes, then let our team ship the governance, dashboards, and metric trees your CEO actually needs, in days not quarters.

Paid
21

Turn Apple Health data into personal AI insights

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Metrya turns your Apple Health data into clear, personal insights. Unlock AI Advisor with Pro — ask anything about sleep, HRV, recovery, and bio age — powered by your own API key. Free to download.

Freemium
22

Local AI data analyst that runs experiments and saves analysis as notebooks

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MLJAR Studio is a private AI data lab for exploring data, running machine learning experiments, and building analysis tools. Runs locally with optional AI providers.

Freemium
23

Process billions of rows locally with instant analytics, no cloud

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Local-first AI analytics. Process billions of rows on your machine with instant speed, full data sovereignty, and offline access.

Freemium
24

Find hidden cloud and AI spend across AWS, Azure, GCP, and LLM providers

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Agentic FinOps for clouds + AI. One read-only sweep across AWS, Azure, GCP, Hetzner, Lambda, Anthropic and OpenAI finds idle infrastructure, token spend per model, and dormant keys — every finding sealed into a verifiable receipt.

Freemium
25

Ask your finances questions in natural language from terminal

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An open-source CLI that connects to your bank and gives you AI-powered financial advice — all running locally on your machine.

Free
26

Run thousands of simultaneous A/B tests to find winning conversions in hours

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Sediman is an experiment intelligence platform that helps teams test faster and convert more. Run thousands of experiments simultaneously and find what converts in hours, not weeks.

Paid
27

Visualize how AI models perceive and analyze your data

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Discover how AI search engines see your brand. Get your visibility score, sentiment analysis, competitor benchmarks, and actionable AEO insights — free.

Freemium
28

Server-side traffic intelligence that detects AI crawlers and attackers

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Inteligência de tráfego server-side. Captura crawlers, bots de IA, atacantes e leitores RSS — tudo o que Plausible e Google Analytics não veem.

Freemium
29

Aggregate AI API usage across OpenAI, Claude, and others with shareable badges

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Aggregate your AI API usage from OpenAI, Claude, xAI, Gemini, Cursor, Windsurf, and Perplexity. Generate embeddable badges for GitHub, LinkedIn, and Twitter. Free to use, no credit card required.

Free
30

Search and extract insights from thousands of expert audio conversations

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Search engine for audio intelligence. Extract claims, track entities, and synthesize research across thousands of expert conversations with AI.

Freemium
31

Analyze tech stacks of 40k+ product launches to detect trends and AI-built sites

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StackScope analyses the tech stacks of new product launches. See what frameworks, hosting, analytics and tools sites use. Detect AI-built sites. Track technology trends.

Freemium
32

Verify spreadsheet accuracy by auto-checking numbers against source data

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Tally by JieGou is a verification tool for business reports and spreadsheets. It independently recomputes every figure from your source data and shows which numbers tie out — and which don't — with the exact rows as proof.

Freemium
33

AI CFO layer for financial forecasting, anomaly alerts, and cash flow visibility

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Bench alternatives: while you pick a new bookkeeper, TreasuryFlow is the AI CFO layer you keep — live bank balances, 13-week forecast, anomaly alerts. From $49/mo, live in 5 minutes.

Paid
34

Search docs, query data, and build dashboards with AI in one unified workspace

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A unified workspace that integrates document search, data querying, and dashboard building with AI capabilities to streamline data analysis and visualization. The platform allows users to search across documents, run queries on data sources, and create dashboards within a single interface.

Freemium

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