Freqtrade Cloud is managed freqtrade workflow for backtesting. <p>Freqtrade Cloud is a managed Freqtrade workflow platform for backtesting, dry-run validation, and strategy preparation.</p><p>Users can configure exchanges, market modes, timeframes, pair presets, strategy shapes, risk profiles, and control surfaces before any live capital is involved.</p><p>It is designed for builders, researchers, crypto strategy developers, and Freqtrade users who want a cleaner way to prepare, validate, and compare trading software workflows without dealing with Docker drift and local setup issues.</p><p>Freqtrade Cloud focuses on research, backtesting, dry-runs, workflow preparation, and managed operating paths. Trading software is not a promise of profit, and users should validate strategies carefully before any live use.</p>. Best for ai and crypto users.
AI Research Tools
Search, knowledge, and research assistant AI tools. This directory lists 40 ai research tools from recent product launches on What Launched Today — not a paid placement list. Every AI tool links to a launch page with screenshots, community reviews, and launch-day stats so you can compare newcomers against established options.
FinRL Lab is hosted finrl workflow for research. <p>FinRL Lab is a hosted FinRL workflow workspace for research, backtesting, and staging financial reinforcement learning experiments.</p><p>Users can choose a stack, configure market environments, set risk posture, select benchmark presets, and prepare broker handoff paths from one clear cockpit.</p><p>It is designed for quantitative researchers, AI builders, financial engineers, students, and teams who want a simpler way to train, backtest, and compare FinRL workflows without stitching the ecosystem together themselves.</p><p>FinRL Lab focuses on research workflows, reproducible experiments, backtesting, staging, and workflow preparation. It does not execute trades or provide personalized financial advice.</p>. Best for ai and finance users.
OpenBB Launch is hosted financial data workspace for research. <p>OpenBB Launch is a hosted financial data workspace that helps users turn a single ticker or symbol into a live research workspace.</p><p>Users can configure market data, macro context, filings, screening, dashboards, Excel handoff, API access, and MCP-ready workflows in one hosted launch flow.</p><p>It is designed for investors, analysts, researchers, builders, and AI agent teams that need structured financial data access without setting up complex local infrastructure.</p><p>OpenBB Launch helps teams move from one symbol to a usable research workspace faster, with outputs ready for dashboards, spreadsheets, APIs, exports, and agent workflows.</p>. Best for ai and finance users.
AI Hedge Fund is hosted multi-agent market research desk. <p>AI Hedge Fund is a hosted multi-agent market research SaaS that helps users turn stock or asset tickers into structured research outputs.</p><p>Users can configure a research run, choose analyst depth, select output styles, and generate market data summaries, analyst perspectives, debate notes, risk reviews, watchlists, backtest setups, and investment research memos.</p><p>The product is designed for people who want a simple hosted workspace for AI-powered market research instead of running complex open-source workflows themselves.</p><p>AI Hedge Fund is for research and education only. It does not execute trades, place orders, or provide personalized financial advice.</p>. Best for ai and saas users.
Autoresearch is turn usernames into review-ready intelligence briefs. <p>Autoresearch is a username intelligence SaaS that turns a public handle into a review-ready intelligence brief.</p><p>It searches public account signals across social, developer, creator, marketplace, and forum surfaces, then organizes the findings into exports, watchlists, confidence notes, and team review workflows.</p><p>Use Autoresearch to preview public-signal runs, review identity consistency, monitor brand or impersonation risks, and package username research into clear evidence that teams can inspect and act on.</p><p>Key capabilities:</p><p>- Search public signals from 400+ public sources</p><p>- Review username matches across platforms</p><p>- Compare identity consistency and confidence signals</p><p>- Create watchlists and confidence notes</p><p>- Export findings for team review</p><p>- Support risk review, brand watch, and public account discovery workflows</p><p>Autoresearch is designed for teams that need structured, reviewable username research instead of scattered manual searching.</p>. Best for username intelligence and osint users.
AgentZee is ai agents for sales, support, and marketing automation.. <p>Automate sales, support, and follow-ups with AI agents across voice calls, website chatbot, WhatsApp chatbot, Instagram chatbot, and Facebook fully integrated into your operations.</p>. Best for whatsapp chatbots and instagram chatbots users.
MoveScope is digital nomads, relocation, move abroad, international reloc. <p>MoveScope is a migration planning service that turns your personal relocation situation into a complete, structured migration guide. Instead of spending days jumping between government websites, expat forums, cost-of-living tools, tax articles, and conflicting advice, you complete one guided intake and receive a tailored PDF report built around your profile, destination goals, constraints, timeline, and priorities.</p><p>The guide brings together the major areas people need to understand before relocating internationally: visa and residence pathways, cost-of-living expectations, healthcare access, tax considerations, family and lifestyle factors, practical preparation steps, and key risks to verify. It is designed to give movers a coherent plan, not just a list of links or generic country advice.</p><p>MoveScope is especially useful for professionals, families, couples, and contingency planners who need to understand what a move would actually involve. Whether you already have a destination in mind, want to compare possible countries, or need scenario planning for future options, MoveScope creates a decision-ready migration guide around your situation.</p><p>The core promise is clarity. Migration planning is high-stakes, fragmented, and easy to underestimate. MoveScope reduces that complexity by organizing the research into one practical document, helping you see your options, tradeoffs, requirements, and next actions in context. It does not replace qualified legal or tax advice, but it gives you a much stronger foundation for planning, professional consultations, and real-world decision-making.</p>. Best for digital nomads and relocation users.
PainMap is stop guessing what to build. start building what people pay for.. <p>PainMap fires parallel AI research the moment you hit Analyse — broken tools, manual processes, money drains, competitor review mining — all hitting Reddit, X, G2, Capterra and Trustpilot simultaneously. Two minutes later you get 10 validated pain points with real evidence quotes, willingness to pay signals, and a full MVP brief. Features defined by competitor weaknesses. Pricing anchored to real data. Landing page copy ready to publish.<br>If you're a solo founder or indie hacker tired of building things that don't get traction, PainMap was built for you. Stop shipping into silence and start building around problems people are already paying to solve badly. The MRR you've been working toward gets a lot closer when you're building from evidence instead of gut feel. Free plan available. No card needed. </p>. Best for idea validation and pain point discovery users.
MirrorFly AI Chatbot Solution is custom ai chatbot solution for any platform. <p>MirrorFly AI chatbot is a RAG-based custom AI chatbot solution specifically designed for developers and technical teams to build and deploy multi-modal AI chat assistants at low latency.</p><p>The solution uses modern tech stacks like LangChain and LangGraph to connect the agent with the LLM providers, structure their conversations with reasoning, and manage their state. It supports flexible data ingestion to convert the business-specific dataset into dynamic knowledge bases in PDF, CSV or TXT formats along with web syncing that the agent can understand easily. These datasets are stored in vector databases like Pinecone, FAISS, or MongoDB where the semantic meaning of the information is processed so the agent can retrieve highly accurate information.</p><p>MirrorFly's custom LLM chatbot is flexible in terms of allowing developers to choose between multiple LLM providers and assign them to specific chat agents or task agents as per their preference. It features an intuitive visual workflow builder with a drag-and-drop interface, allowing teams to define the chat flow logic, branching logic, API triggers along with custom nodes like 'Begin' and 'Response'. To ensure reliability, Contus AI includes a Retrieval Testing (RAGFlow) interface to check how effectively the agent retrieves intended data before deployment.</p><p>For voice-enabled applications, the platform integrates Deepgram for real-time speech-to-text and MirrorFly Call Services for WebRTC-based voice sessions, complete with IVR navigation and interruption sensitivity. A standout capability is the Model Context Protocol (MCP), which enables dynamic interaction with external systems like HubSpot. JWT authentication, automated data redaction, and customizable AI guardrails that restrict topics or filter PII are used for security, which is also customizable for business-specific use cases.</p><p>Along with this, the solution supports post-call analytics, sentiment scoring, and token usage tracking, making it a strong fit for AI chatbots for customer service deployments that demand transparency, reliability, and the tools necessary to build and scale high-performance conversational experiences.<br><br>References</p><ul><li><p><a target="_new" rel="noopener" class="decorated-link" href="https://www.mirrorfly.com/blog/how-to-build-a-custom-ai-chatbot/?utm_source=chatgpt.com">How to Build a Custom AI Chatbot</a></p></li><li><p><a target="_new" rel="noopener" class="decorated-link" href="https://www.mirrorfly.com/blog/build-custom-llm-chatbot/?utm_source=chatgpt.com">Build a Custom LLM Chatbot</a></p></li><li><p><a target="_new" rel="noopener" class="decorated-link" href="https://www.mirrorfly.com/conversational-ai/chatbot/?utm_source=chatgpt.com">AI Chatbots for Customer Service</a></p></li></ul><p></p>. Best for Custom AI Chatbot and Custom LLM Chatbot users.
Open Notebook is build a private ai notebook from your sources. <p>Open Notebook allows you to consolidate your knowledge by adding files, links, and notes. Ask focused questions, save cited answers, and create audio-style briefings with ease, all within a single workspace.</p>. Best for ai-notebook and productivity users.
Onyx is search private knowledge before you trust the answer. <p>Onyx transforms your docs, tickets, code, chat, and policy pages into a permission-aware knowledge layer. With citations, freshness, and flexible deployment, it ensures you access reliable answers tailored to your team's needs.</p>. Best for knowledge-management and ai-workspace users.
ML Intern is streamline your ml research runs. <p>ML Intern transforms complex machine learning tasks into structured run briefs, integrating insights from academic papers, Hub searches, GitHub reviews, and HF Jobs. This tool is designed to enhance your research workflow, making it easier to plan and execute effective ML projects.</p>. Best for ml-tools and research-tools users.
PropFirmCorner is futures prop firms, prop firm reviews, prop firm comparison,. <p>SPropFirmCorner is a futures prop trading research platform that helps traders compare firms by rules, payouts, pricing, platforms, and discounts. It combines editorial reviews, side-by-side comparisons, and practical calculators to make prop firm selection easier.</p><p></p>. Best for futures prop firms and prop firm reviews users.
BlazeHive is blazehive automates the seo strategy that's already taken re. <p>lBlazeHive is an AI SEO agent that automates your entire content and search strategy - the same approach that's grown real websites past 100,000 monthly visitors. Point it at a single URL and it handles everything: keyword research, humanized content with custom diagrams, SEO validation, and automatic publishing to your CMS - every day, without you lifting a finger.</p><p>1- How it works</p><p>BlazeHive starts by analyzing your URL to understand your niche, audience, and competitive landscape. It then identifies high-value keyword opportunities - from long-tail informational queries to bottom-funnel commercial terms - and builds a content roadmap designed to compound over time. Every piece of content is written to read like a human wrote it, enriched with custom diagrams and structured for both search engines and AI answer engines from the ground up.</p><p>Before anything goes live, BlazeHive validates each page against on-page SEO best practices: proper heading structure, internal linking, meta data, semantic relevance, and topical authority signals. Once approved, it publishes automatically to your CMS on a daily cadence, building a growing library of search-optimized pages that work for you around the clock.</p><p>2- Built for Google and AI search</p><p>Search is changing. Ranking on Google still matters, but increasingly, buyers are getting answers directly from AI tools like ChatGPT, Perplexity, and Google's AI Overviews. BlazeHive is built for both. Its content strategy targets traditional search rankings while structuring content in a way that gets cited by AI answer engines - giving your brand compounding visibility across every surface where your audience is searching.</p><p>No agency. No content team. No bottleneck.</p><p>Traditional SEO agencies charge $3,000–$10,000 per month and take weeks to ship content. Hiring a content team adds overhead, management time, and inconsistency. BlazeHive replaces both - delivering enterprise-level SEO output at a fraction of the cost, with zero coordination required on your end.</p><p>3- Works with your existing stack</p><p>BlazeHive integrates natively with WordPress, Ghost, Strapi, Webflow, Framer, Contentful, and Storyblok - so there's no migration, no new infrastructure, and no disruption to your current workflow. It plugs in and starts publishing.</p><p>Whether you're a solo founder trying to compete with funded competitors, a </p><p></p>. Best for SEO automation and AI SEO agent users.
Content Marketing Ideas is find the content ideas your competitors missed.. <p>We monitor your niche around the clock, cross-reference the signals with live internet research and a RAG knowledge base, then deliver the trending topics your audience will love. Get daily editorial briefs with theses, angles, keyword data, and competitive analysis — then generate articles in your voice and push to WordPress in one click.</p><p><br></p>. Best for content marketing and content ideas users.
Formzz is capture leads with forms, chatbot and scheduling. <p>Formzz makes it easy to capture and convert leads on any website. It combines a form builder, AI chatbot, and meeting scheduler in one tool. Teams can build branded forms in minutes, embed them anywhere, and collect unlimited responses. Visitors can also chat with the site using AI powered by a customizable knowledge base. When a lead is ready, meetings can be booked directly with the right person on the team. Formzz integrates natively with HubSpot and Salesforce. From lead qualification and talent screening to client intake, product validation, and event registration, Formzz helps organizations move from first interaction to booked meeting without the manual work.</p>. Best for chatbot and form builder users.
Outpacer.ai is ai writes your blog posts. publishes them daily. you rank on google and chatgpt. <p>Outpacer is an AI-powered SEO platform that handles your entire content pipeline on autopilot. It researches keywords in your niche, writes full-length blog posts through a 6-stage AI pipeline (SERP analysis, expert outline, article generation, E-E-A-T enhancement, SEO scoring, and humanization), generates images, and publishes directly to your CMS — WordPress, Webflow, Shopify, Ghost, and more.<br><br>Every article is scored 0-100 against the pages already ranking for your keyword. If it scores below 80, it gets automatically improved before publishing. Articles are optimized for both Google rankings and AI search citations from ChatGPT, Claude, Gemini, and Perplexity.<br><br>Features include: daily autopilot publishing, brand voice matching, 150+ languages, editorial backlink network, content calendar, keyword research, site audits, competitor tracking, full REST API, and MCP server for AI agent integration.<br><br>Outpacer replaces your entire SEO stack — keyword tools, AI writers, content optimizers</p>. Best for AI SEO and blog automation users.
kholaseo is free ai-powered seo tool by kholaseh agency. <p>Kholaseo is a free AI SEO assistant built to simplify keyword research, generate SEO-friendly content, and audit on-page elements. Designed for marketers and site owners, it delivers fast, actionable insights to improve rankings and meta tag optimization.<br>Key features include:<br></p><ul><li><p><strong>AI-powered keyword research</strong>: Leverage AI to uncover keyword opportunities, long-tail variations, and user intent signals, with approximate search volume guidance and competitive landscape context.<br></p></li><li><p><strong>SEO content generation</strong>: Generate high-quality, SEO-ready content briefs and full drafts tailored to target keywords, helping you craft pages that capture both search demand and reader engagement.<br></p></li><li><p><strong>On-page SEO analysis</strong>: Automatically review on-page elements including meta titles, meta descriptions, headings, image alt text, and canonicalization, highlighting issues and optimization opportunities.<br></p></li><li><p><strong>Actionable optimization recommendations</strong>: Receive prioritized, step-by-step recommendations that you can apply directly to pages to improve rankings, dwell time, and crawlability.<br></p></li></ul><p>Kholaseo combines free accessibility with powerful AI-driven insights to streamline your SEO workflows and deliver measurable improvements in search performance.</p>. Best for Kholaseo is a free AI SEO assistant built to simplify keyword research and generate SEO-friendly content users.
BnBDetector is detect short-term rental activity in any building. <p>BnBDetector is a property analysis tool that helps you avoid noisy, high-turnover rental buildings before you rent, buy, or relocate anywhere in the world.</p><p>It analyzes any address and generates a detailed report with BnBIndex, a clear score showing the level of short-term rental activity in a building or area. No more guessing. No more moving into chaos.</p><p>Instead of discovering issues after you move in, BnBDetector gives you instant, data-driven insight into whether a place is truly livable or constantly changing with guests, noise, and traffic.</p><p>Built for global relocation, long-term renting, and real estate decisions, it helps you confidently choose quiet homes in any city worldwide.</p><p><strong>Key features:</strong></p><p><strong>BnBIndex Score (0–100)<br></strong>Instantly measure short-term rental density and risk level for any address.</p><p><strong>Global Property Analysis<br></strong>Search buildings worldwide. Perfect for expats, digital nomads, remote workers, and real estate agents.</p><p><strong>Detect High-Turnover Buildings<br></strong>Identify properties dominated by short-term stays (including platforms like Airbnb) before signing anything.</p><p><strong>Instant Reports<br></strong>Analyze and compare multiple buildings in seconds to find the quietest option.</p><p><strong>Avoid Real-World Problems<br></strong>Spot risks like constant guest turnover, noise, crowded elevators, and reduced security.</p><p><strong>Decision-Ready Insights<br></strong>Clear, actionable data for renters, buyers, and real estate professionals.</p><p>BnBDetector is built for anyone relocating, renting, or investing globally who wants to avoid high-turnover buildings and find truly quiet, stable homes without trial and error.</p><p><br></p>. Best for Short-Term Rental Detection and Airbnb Analytics users.
Frequently asked questions
- What are the best ai research tools in 2026?
- New ai research tools appear here as founders launch them. Sort by recency or check upvote counts on each launch page for community-validated picks.
- How is this different from other AI tool directories?
- What Launched Today focuses on newly launched products with dated launch pages, founder context, and community reviews — not legacy SEO listicles.
- I'm building an AI tool — how do I get listed?
- Submit your launch through our dashboard. AI-tagged products automatically appear in the relevant category here after approval.