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m8flow is workflow orchestration software built in pure Python and licensed under Apache 2.0. The platform delivers BPMN 2.0 and DMN orchestration without vendor lock-in or heavy infrastructure requirements. It natively integrates with Python ecosystems, enabling direct interaction with Django, Flask, FastAPI, and machine learning libraries without requiring separate runtimes or complex middleware. The software supports the Model Context Protocol, human tasks, deterministic DMN rules, and autono

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DXwand is a provider of AI-driven solutions, dedicated to transforming how users interact with information and uncover insights. Since its inception, DXwand has focused on delivering innovative technologies that simplify complex processes, from conversational AI to knowledge discovery. The company specializes in building intelligent AI Agents that combine multilingual capabilities, advanced machine learning, and user-centric designs to address real-world challenges. Key Features and Functionali

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Geeox is an AI visibility platform that helps brands track where they are mentioned or cited across AI assistants like ChatGPT, Perplexity, Gemini, and Google AI Overviews. The platform provides actionable insights on which prompts and content formats generate the most AI mentions, identifies competitor presence, and guides brands on what to publish, where to publish, and in what sequence for maximum AI visibility. Geeox turns brand monitoring into an execution-first system rather than just a

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MicroNet is an email-based introduction and networking tool used by organizations to build community and foster collaboration between their members. MicroNet’s AI powered algorithm pairs the members within your community and sends them weekly, bi-weekly or monthly introduction emails encouraging them to set up a time to connect.

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First Answer AI is a cutting-edge platform designed to enhance brand visibility within AI-generated responses across leading platforms such as ChatGPT, Google AI Overviews, Gemini, Copilot, and Perplexity. By continuously monitoring how brands are mentioned, analyzing the context of these mentions, and tracking competitor movements, First Answer AI provides actionable insights to optimize a brand's presence in AI-driven search results. This ensures that brands are not only found but also recogni

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**FindOnline: AI GTM Agents for Early-Stage Startups** FindOnline builds AI go-to-market agents that replace the need for a dedicated GTM Engineer and Social Media Manager, so small teams can do 10x more. Just tell it what you need, and it gets to work. **Pipeline and outreach** - **Build targeted ICP lists at scale:** Generate thousands of ideal customer profiles, ranked by intent signals, so your team focuses on the prospects most likely to buy. - **Run multichannel sequences:** Launch Link

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Ranxii is AI visibility reporting software for SEO and GEO agencies. It tracks client and competitor mentions across ChatGPT, Gemini and Perplexity, measures mention rate and share of voice, and keeps the underlying AI answers as evidence for client reporting.

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AI Carma is an AI visibility tracking platform built for businesses that want to understand how they are represented in the age of generative search. By querying multiple LLMs and answer engines, AI Carma calculates a proprietary AI Visibility Score — a metric showing how often your brand is cited, mentioned, or recommended by tools like ChatGPT, Gemini, Claude, and Perplexity. With AI Carma, teams can: - Track brand mentions across AI-generated responses - See trends over time and identify g

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Get your brand mentioned by ChatGPT, Perplexity, and other LLMs. Reach millions of consumers who are using AI to discover new products and brands. Track your AI visibility, see where and how AI mentions your brand, and uncover insights to enhance your presence. Discover what millions of people ask AI. Improve your brand visibility across AI platforms by targeting and appearing in conversations relevant to your brand. Kambrium provides AI search term insights that show exactly what people are as

Product Description

Mentio is a social listening API that tracks mentions of your brand, competitors and topics across 16 platforms: Reddit, X, Hacker News, GitHub, Bluesky, LinkedIn, Stack Overflow, DEV, YouTube, TikTok, Instagram, news, the App Store, Google Play, Trustpilot and Google Maps. Every mention is scored by AI for relevance, sentiment and intent (buying questions, complaints, bug reports, praise), so teams see the posts that matter without the noise. Everything is available through a REST API, webhooks

Product Description

Glasa AI is an AI visibility tracking platform. It monitors how your brand is mentioned in answers from AI assistants such as ChatGPT, Perplexity and Gemini (plus Copilot and Google AI Mode on higher plans). You can see your Visibility, Share of Voice, Mentions, Sentiment and average position, read the actual answers the assistants gave, and check which sources they cite. It is built for small business owners, in-house marketers and agencies who want a simpler tool than an all-in-one SEO suite.

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Lima makes it easy to see how top AI platforms like ChatGPT, Claude, Google AI and Perplexity talk about your brand. • Track your brand + competitors and see when they're mentioned • Get insights into what you can do to grow AI search traffic • Free site audit to help you see AI readiness • Prompt suggestions / prompt monitoring • See citation URLs and understand how you or competitors are mentioned AI platforms are already shaping how people discover brands, products, and services. Lima help

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ClientRadar is an AI-powered lead-finding copilot for freelancers, consultants, and small agencies. It watches the communities and searches you choose across Facebook, Reddit, X (formerly Twitter), and LinkedIn, spots people actively looking for help, scores every conversation by buying intent, and drafts a reply in your voice — which you review and post yourself. Nothing is ever sent automatically. WHO IT'S FOR Web designers and developers, marketers and copywriters, SEO specialists, virt

Product Description

Promptmonitor is an AI Search Optimization / Generative Engine Optimization (GEO) platform that helps you track and improve brand presence in platforms like ChatGPT, Perplexity, Gemini, Claude, Grok and more. Key Features: - Track Your Brand Mentions in AI: See how often ChatGPT, Claude, Gemini, and other AI assistants mention your brand. - Monitor Your Competition: Find out when competitors get recommended instead of you. - Discover AI's Sources: Learn which websites and content AI uses to fo

Product Description

LetsGetSurfaced is an AI visibility and SEO platform that shows you exactly what AI assistants say about your brand, and what to fix this week. Add the queries you want to be found for, and LetsGetSurfaced tests each one against ChatGPT, Claude, Gemini and Perplexity: whether you get mentioned, whether your site gets cited, how the mention reads, and whether competitors appear in the same answers when you don't. It also crawls your site the way a search engine does, both to run a full technic

Product Description

GEOscanAI is an AI visibility and citation tracking platform. It monitors whether your brand appears in answers across ChatGPT, Claude, Gemini, and Perplexity, gives you a visibility score from 0 to 100, tracks competitor mentions, and shows you exactly what to fix. As buyers shift from Google search to AI-generated answers for product discovery, most teams have no way to know if their brand is being mentioned or ignored. GEOscanAI closes that gap with real data instead of guesswork.

Product Description

MentionedOn helps local businesses monitor whether ChatGPT, Claude, Gemini, and Perplexity recommend them. A free scan captures AI answers, shows competitors, and provides improvement tasks. Paid monitoring provides ongoing visibility tracking, weekly reports, and alerts for confirmed declines.

Product Description

Buyers are asking AI what to buy. If ChatGPT, Perplexity, Claude, or Gemini do not mention your brand when they answer, you lose deals you will never see happen. Answered is built to fix that. We track every AI mention of your brand in real time, score your visibility across Presence, Positioning, and Perception, and surface the exact citations your competitors are winning. The built in Article Writer publishes AEO ready content. The AI Presence Kit generates llms.txt and flags coverage gaps. Se

Product Description

ZillaPulse is AI visibility software that tracks whether language models like ChatGPT, Claude, and Gemini mention a brand in user recommendations. It monitors AI-driven discovery trends as consumers rely on conversational AI for purchasing advice. The platform provides analytics such as an AI Visibility Score for mention frequency, Average Position for ranking among competitors, Sentiment Score for tone analysis, and Grounding Rate for source-cited responses. It identifies top-cited sources and

Product Description

Citaition is an AI visibility monitoring platform built for marketing agencies and marketing teams. It tracks how brands are mentioned, positioned, and recommended across five AI surfaces - ChatGPT, Gemini, Perplexity, Google AI Overviews, and Google AI Mode - using API-based queries with web search enabled. Every brand analysis runs hundreds of queries across all monitored providers, covering the full buying journey: category searches, comparison queries, feature-specific questions, and use-cas