Claude Integrations

Popsight is a Generative Engine Optimization (GEO) analytics platform developed to help organizations measure, analyze, and improve how AI systems reference their brands, products, and websites across AI-powered search and conversational discovery experiences. The software enables businesses to track brand presence within responses generated by AI models such as ChatGPT, Claude, Gemini, and Perplexity using repeated sampling methods and confidence interval analysis to generate statistically reliable visibility metrics. Popsight helps users monitor AI mention rates, citation share, first-position frequency, competitive visibility, and category-level share of voice while surfacing prompt patterns that influence AI recommendations and brand discovery. In addition to competitive AI visibility tracking, the platform performs detailed AI readiness audits that evaluate more than 50 technical factors affecting how AI crawlers and language models access and interpret websites, including crawler permissions, robots.txt restrictions, structured data implementation, renderability issues, CDN blocks, noindex directives, stale citations, consent management barriers, and schema coverage. Popsight also includes features such as observed competitor detection, citation health monitoring, quick-win recommendations, technical remediation guidance, and exportable development briefs designed to help engineering and SEO teams implement improvements more effectively. Because the platform runs entirely on macOS and Windows desktop environments, user prompts, API credentials, visibility analyses, and AI interaction data remain on the local machine instead of being processed through third-party cloud infrastructure. Popsight positions itself as a privacy-conscious, statistically rigorous alternative to cloud-based GEO analytics tools.

PromptUnit acts as an intermediary for AI inference, efficiently reducing AI costs by connecting applications with various AI service providers without requiring any changes to existing code. Teams can simply swap the base URL while keeping the same SDK, endpoints, response parsing, and error handling, which allows PromptUnit to manage routing, failover, cost tracking, and quality evaluation seamlessly. It carefully logs every interaction with the API, capturing important details such as the model used, features selected, user segments, token counts, latency, and associated costs, providing instantaneous insights into AI spending before any routing changes are made. In its observation mode, PromptUnit diligently tracks traffic patterns, shadow-classifies incoming requests, anticipates potential savings, and elucidates routing decisions, enabling teams to see projected savings prior to enabling live routing. Once activated, Smart Routing effectively categorizes tasks to route each request to the most economical model that adheres to predefined quality benchmarks. Furthermore, PromptUnit enhances its functionality with features such as prompt compression, protection against token inflation, prompt efficiency scoring, semantic request caching, and multi-model consensus, all contributing to improved performance. By adopting this all-encompassing strategy, organizations can significantly enhance their AI efficiency while maintaining tight control over their financial resources. Ultimately, this innovative solution empowers teams to make informed decisions about their AI usage and budget management.

Command how AI Perceives, Interprets, and Proposes Enhancements for Your Brand. NeuroRank is a cutting-edge AI visibility intelligence platform, currently in the process of patenting, that evaluates how your brand is represented by ChatGPT, Gemini, Claude, and Perplexity, pinpointing vulnerabilities in your AI presence and offering targeted recommendations for improvement. It plays a crucial role in influencing the RAG layer, enhancing AI memory, and tracking the progress of inclusivity efforts. NeuroRank establishes a vital framework for your GEO/LLMO strategies, converting the often elusive “Black Box” of AI search into a transparent, accountable system that enables teams to oversee their AI footprint with full awareness and intentionality. With this newfound transparency, your team is better equipped to steer and manage their operational landscape, leading to a more strategic and informed method of brand stewardship. Embracing such advancements can significantly elevate your brand's presence in the competitive landscape.

Pillar Security operates as a holistic AI security platform aimed at protecting the agentic workforce throughout the complete AI lifecycle, from initial development through deployment and into continuous runtime safeguarding. By embedding business context in its processes of discovery, testing, and protection, the platform guarantees that security intelligence builds up across a variety of AI applications, which include agents, models, prompts, frameworks, tools, MCP servers, skills, coding agents, and environments such as SaaS and cloud. This capability allows organizations to effectively pinpoint and manage their AI assets, even those that are unauthorized or categorized as shadow AI, while assessing risks tied to the supply chain and their overall security framework. Furthermore, it outlines the attack surfaces linked to agentic systems and assesses critical vulnerabilities that require attention. Through its AI Security Posture Management functionalities, Pillar meticulously analyzes interconnected agents, tools, permissions, data sources, prompts, models, and supply chain components to uncover high-risk pathways, policy violations, misconfigurations, and potential threats from coding agents, thereby deepening the understanding of the ramifications when any single element is compromised. Ultimately, Pillar Security not only enables organizations to uphold a strong security framework but also equips them to adeptly navigate the multifaceted landscape of AI technology, fostering a culture of proactive security management that evolves alongside emerging threats.

Avante serves as a specialized benefits intelligence platform tailored for HR teams, benefits leaders, brokers, consultants, and employees, setting itself apart as an AI-driven solution instead of a conventional tool that depends on benefits documentation. It utilizes two AI agents that work in tandem to minimize misunderstandings, uncover potential opportunities, and elevate the total value of benefits offered. One of these agents, named Carly, provides personalized benefits support 24/7 in more than 50 languages, empowering employees to understand their coverage options, simulate real-life situations, compare various alternatives, and obtain prompt answers, thus eliminating the usual delays associated with HR queries. The second agent, Ava, delivers strategic insights to HR and benefits leaders by analyzing employee questions, claims data, vendor agreements, usage patterns, and program results, which aids teams in recognizing employee requirements, identifying areas of confusion, spotting underused benefits, and making informed decisions on resource allocation. Together, Carly and Ava establish a unified intelligence framework that promotes a closed-loop system designed for ongoing enhancement and adaptability to employee needs. This revolutionary approach not only simplifies the benefits management process but also greatly improves the experience for both employees and HR professionals, fostering a more engaged and informed workforce. Ultimately, the collaborative efforts of these AI agents pave the way for a more efficient benefits ecosystem.

Friction AI acts as a monitoring platform for artificial intelligence, tracking the interactions of generative AI assistants—like ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews—when they receive purchase-related queries about brands and their competitors. The platform assesses factors such as brand recognition, visibility, consumer sentiment, and recommendation rates on a daily and weekly basis, while also disclosing the citations, sources, and references to rivals that influence these metrics. Companies utilize Friction AI to gain insights into why AI assistants may prefer competitors during shopping, comparison, and essential category inquiries, thus allowing them to conduct systematic experiments to address these challenges. Furthermore, the insights derived from Friction AI not only help brands to adjust their strategies but also enhance their competitive stance in the market. By continuously analyzing these dynamics, businesses can adapt more effectively and stay ahead in an ever-evolving landscape.

UnoRouter acts as a flexible entry point for engaging with a wide array of language models that are compatible with OpenAI. Users can harness the capabilities of more than 200 models from various providers such as OpenAI, Anthropic, Google, and others, all through a single API key, which enhances the usability of coding agents like Claude Code, Cline, Codex, and Kilo Code. By routing any OpenAI SDK to a specified base URL, users can easily switch between different models without altering their current codebase. Furthermore, UnoRouter incorporates a built-in chat and character client that enables users to create personas, manage lorebooks, and import SillyTavern cards, all while utilizing the same API key. The platform employs a usage-based pricing structure, which includes a complimentary tier, making it accessible for users to receive real-time updates on model availability and associated costs. This groundbreaking system streamlines the experience of working with numerous AI models for diverse use cases, making it an invaluable tool for developers. Moreover, UnoRouter's user-friendly interface is designed to enhance productivity and facilitate seamless integration across various applications.

Parsnipp is a cutting-edge generative engine optimization (GEO) platform tailored to provide brands with essential tools for effective marketing and sales through consumer AI platforms like ChatGPT, Gemini, and Claude. This is accomplished through four interconnected components: 1. AI Visibility: Track and improve your brand's presence on leading AI search engines, gaining valuable insights into how these platforms discover, recommend, and display your brand to potential customers. 2. Agentic Commerce: Manage visibility, customize your product offerings, and enable direct sales on LLM platforms. 3. LLM Ads: Methodically target and enhance your brand’s presence within advertisements driven by LLM technology. 4. GEO Content: Assess content for AI readability, plan content strategies, and utilize tools to optimize your writing workflow. Our “Crawl, Walk, Run” framework streamlines the process, empowering marketers to start with manageable steps—assessing visibility, increasing relevance, and expanding results—all within an accessible structure. This framework not only fosters a more methodical and effective marketing strategy across AI channels but also encourages continuous improvement and adaptation. As brands navigate the dynamic world of AI marketing, Parsnipp is dedicated to producing impactful results that contribute to their success.

Bloome is a cutting-edge platform tailored for group conversations and agent interactions, enabling Claude, ChatGPT, DeepSeek, and other agents to work together harmoniously as a unified team. Instead of feeling obsolete, users find their abilities significantly enhanced. By eliminating the need to switch between multiple assistants in various tabs, Bloome brings together individuals, agents, tools, and collective knowledge within a streamlined conversation interface, where agents are regarded as vital contributors equipped with profiles, visibility, direct messaging, threads, and notifications. Users can conveniently summon an agent by simply mentioning its name, engage in discussions or tasks, and even incorporate several agents into a single dialogue to streamline delegation, contextual sharing, parallel tasks, peer evaluations, and idea refinement. This framework promotes collaboration across different roles, with one agent potentially crafting content, another providing feedback, and yet another pinpointing gaps, all while human team members actively participate in the same thread to oversee and direct the workflow. Bloome guarantees that every interaction, modification, and decision is recorded in a centralized workspace, allowing anyone with access to easily revisit and reflect on prior conversations. This collaborative environment not only boosts productivity but also nurtures a sense of community and shared objectives among all participants, making the overall experience more rewarding and effective. In essence, Bloome is not just a tool; it is a transformative platform that redefines how teams communicate and collaborate.

SKYA stands out as a cutting-edge AI Visibility Intelligence platform that tracks real-time conversations about a brand across various AI tools, including ChatGPT, Gemini, Perplexity, Claude, and Google AI Overview. The platform employs six dedicated agents: Aria specializes in LLM Visibility, Forge executes On-Page Audits, Vex delivers Competitor Intelligence, Quarry focuses on Keyword Research, Peak assesses SERP Features, and Halo oversees Reputation management. Collectively, these agents furnish marketing teams with a detailed visibility score, instantaneous metrics of mentions and citations, competitive benchmarks, and a prioritized list of actions to bolster their AI presence. This holistic strategy empowers brands to adeptly manage the intricacies of AI-enhanced visibility in their industries. By utilizing this platform, organizations can unlock critical insights, which facilitate informed decision-making and enable effective strategic enhancements. Ultimately, SKYA equips brands with the tools needed to thrive in an increasingly competitive landscape driven by AI technologies.

NanoGPT is a subscription-oriented AI platform that serves a diverse array of workflows, granting users extensive access to tools for chat, image, video, audio, speech, and embedding models integrated into one cohesive system. Its primary goal is to streamline the user experience for those in need of powerful AI solutions without the burden of juggling multiple accounts or subscriptions, while also prioritizing privacy by keeping conversation histories confidential and offering secure methods for managing sensitive content. By incorporating models from renowned providers like ChatGPT, Claude, Gemini, DeepSeek, Llama, DALL-E, Stable Diffusion, Flux, Recraft, and more, NanoGPT empowers users to select the most appropriate tool for their individual tasks. The platform supports an impressive range of capabilities, such as engaging in conversations, writing code, creating narratives, generating images and videos, producing audio, converting text to speech, browsing the web, uploading files, and comparing models, all within a single interface. Furthermore, users can navigate the model pages to explore a variety of AI language models designed for communication, coding, and creative projects, as well as access models tailored for artistic image generation. This extensive versatility not only enhances the creative process but also positions NanoGPT as an essential asset for both personal and professional development, ensuring that users can fully harness the power of advanced AI technologies. Ultimately, NanoGPT stands out as a comprehensive solution for those eager to elevate their projects through innovative AI integration.

Condense.chat is a groundbreaking API that serves to compress inputs intended for language models, operating as a seamless proxy that significantly reduces the size of prompts, retrieved documents, tool outputs, and agent contexts before they reach the core models. By effectively minimizing context while preserving the coherence of Claude Code, it captures the growing session history of an agent and processes it through specialized compression models, allowing continuous coding agents to function with a reduced token count at the beginning of each new turn. Acting as a bridge between applications and upstream language model providers, Condense carefully monitors conversations in a content-addressed chain, effortlessly compressing any repeated context throughout. Developers can easily implement this system by directing their SDK to the Condense provider route, incorporating a Condense key while retaining their existing provider key, all without necessitating further modifications. It is designed to be compatible with routes for both Anthropic and OpenAI, offering additional pass-through capabilities for other provider pathways, such as model lists and embeddings, which enhances its versatility in integration. This results in an essential tool for optimizing communications with language models, significantly improving the efficiency of processing and managing session data, while also providing developers with a straightforward solution to enhance their applications. Moreover, the ability to streamline interactions with various providers ensures that developers can focus on creating innovative applications without being bogged down by complexities.

RHM Digital functions as a platform focused on enhancing AI visibility, helping businesses grasp and improve their standing on AI search engines like ChatGPT, Claude, Gemini, and Perplexity. This all-encompassing platform independently generates relevant prompts, tracks brand mentions and sentiment, observes rankings and Share of Voice, analyzes competitors, identifies content gaps, performs AI-optimized SEO and GEO assessments, and provides prioritized action plans to enhance AI visibility. Companies gain continuous insights into the way AI models perceive their brand, along with practical recommendations designed to elevate their chances of being referenced and endorsed more frequently. Furthermore, the platform equips organizations with the tools necessary to stay ahead of emerging trends, ensuring they can effectively modify their strategies in response to the evolving landscape. Ultimately, RHM Digital aims to empower businesses to maximize their potential in an increasingly AI-driven world.

Basetwo is a cutting-edge AI platform specifically developed to aid process engineers in optimizing manufacturing processes in real-time. It is designed for various sectors including pharmaceuticals, specialty chemicals, personal care, and general manufacturing, utilizing AI-enhanced digital twins to improve aspects like process development, scaling, technology transfer, quality assurance, and overall production performance. By facilitating a shift from traditional physical experimentation to virtual trials, Basetwo significantly reduces the time required for testing and expedites the journey to market, all while ensuring that product quality is maintained. The platform effectively connects with live data sources, carefully processes and cleans the information, and simulates ongoing processes to identify the best operating conditions. With its intuitive low-code, drag-and-drop interface, engineers can easily create data-driven, mechanistic, or hybrid models, as well as test, validate, version, share, and deploy these models to achieve reliable production results. This revolutionary method not only enhances operational efficiency but also equips engineers with the insights needed to make strategic decisions that can boost overall productivity in manufacturing environments. Ultimately, Basetwo represents the future of manufacturing optimization through the power of AI and real-time data integration.

TapVid is an innovative platform that effortlessly creates AI-powered explainer videos. Users can transform any prompt, PDF, or website link into a sleek explainer video featuring dynamic motion graphics, thus removing the necessity for design or editing skills. The platform manages all production elements, including the creation of outlines, scripts, voiceovers, subtitles, and the final video rendering. It includes three main features: the Explainer Video tool for quickly summarizing ideas in under sixty seconds, the One Shot feature that allows users to upload their content for a ready-to-publish video, and the Intelligent Edit option that enables users to refine their videos with simple commands. Users can export their videos in high-definition (1080p) without any watermarks, and the videos can be several minutes long. Tailored for creators, marketers, course developers, and teams that consistently produce video content, TapVid helps users cut down on the need for outsourcing motion graphics. With pricing that begins at no cost and premium plans starting at just $31.20 per month, it provides an accessible way for anyone to simplify their video production process. This versatility makes it an attractive option for a wide range of users aiming to elevate their visual storytelling abilities, ensuring that even those with limited technical skills can create professional-quality content. Furthermore, the platform's user-friendly interface encourages creativity while allowing for rapid video development.

GEOscanAI is an innovative platform powered by artificial intelligence that focuses on tracking visibility and citations specifically tailored for Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO). This tool provides insights into how leading AI systems like ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews reference and portray your brand, enabling you to assess your visibility in AI-generated content while also revealing areas where your competitors may gain an advantage. Moreover, GEOscanAI brings attention to AI hallucinations—instances where these models present incorrect or outdated information about your brand. With a particular emphasis on the MENA region, it effectively monitors visibility in Arabic-language AI outputs, filling a crucial need, as over half of regional queries remain unaddressed by online content. Among its complimentary public offerings are tools like the AI Hallucination Registry and the AI Memory Calendar, both aimed at boosting user awareness. By allowing businesses to keep track of their brand's presence across all major AI platforms, GEOscanAI notifies users of any alterations in visibility, thereby converting the unpredictable nature of AI search into a controllable avenue that can be strategically influenced. This capability not only enhances brand management but also empowers organizations to make informed, data-driven choices based on their standing and perception in the AI landscape. Ultimately, GEOscanAI serves as a vital resource for businesses aiming to navigate and thrive in an increasingly AI-centric world.

Vailor represents a fully automated platform driven by artificial intelligence, specifically crafted for governance, risk management, and compliance within the realm of cybersecurity, integrating risk assessments, regulatory compliance, audits, asset oversight, organizational frameworks, and third-party management into a unified source of truth. The platform's organizational aspect adeptly manages multi-tenant structures, defining boundaries and assets while ensuring data isolation, unique configurations, and governance tailored to individual entities. Business teams benefit from the ability to launch projects through an AI-enhanced pre-assessment questionnaire that collects vital information, performs an initial evaluation, and guides it through a streamlined validation process. With respect to risk assessments, Vailor offers comprehensive support throughout each phase, delivering contextual scenario recommendations, a variety of methodologies, and the automated creation of deliverables. Furthermore, the compliance module ensures organizations remain aligned with regulatory requirements, continuously identifying and monitoring compliance gaps, proposing remediation plans, and automatically generating necessary documentation and evidence. Through these extensive features, Vailor not only enhances the cybersecurity posture of organizations but also simplifies and accelerates their compliance processes, making it an invaluable tool in today's digital landscape.

RankinLLM.ai functions as a dedicated platform for enhancing AI visibility and optimizing Generative Engines. It monitors a range of metrics including brand mentions, citation sources, sentiment evaluations, ranking placements, competitor behaviors, and demand tied to specific prompts in large language models, providing valuable insights and content resources to improve the visibility of AI-generated outputs. Furthermore, it empowers brands to strategically navigate and establish their presence in the continually evolving realm of artificial intelligence, ensuring they remain competitive and relevant. The insights gained can be instrumental in shaping effective strategies for engagement and growth in the AI sector.

Scribe functions as an automated knowledge base on a self-hosted platform, leveraging your tools for content creation. It meticulously analyzes Git history, Claude Code and Codex sessions, as well as self-sent URLs and drop files, converting this data into a well-structured, cross-project wiki formatted in Markdown and preserved within Git repositories. By alleviating the necessity for developers to maintain an extra cognitive framework or to reconstruct context at the start of each agent session, Scribe adeptly captures essential decisions, solutions, assessments, and the reasoning behind them, allowing agents to access this accumulated knowledge before taking any actions. Its operational pipeline is orchestrated through cron jobs, which enables it to recognize projects and filter out low-value data using FTS5 before interacting with an LLM, thereby extracting validated facts through structured bounded workflows executed in two stages. The resulting output is organized into entity-centric pages that include YAML frontmatter, wikilinks, backlinks, retrieval context, and a variety of relationship types, such as supersedes, contradicts, derived_from, specializes, and extends, which ensures thorough documentation and clarity across various projects. This organized methodology not only fosters enhanced collaboration and knowledge sharing among teams but also streamlines the entire development process, ultimately leading to more efficient project management. As a result, teams can work more cohesively, drawing on a shared pool of insights and decisions that improve overall productivity.

Calven is an advanced AI marketing platform that equips teams with a set of nine autonomous agents specializing in Research and Intelligence, Target Audience, and Positioning and Messaging. Rather than operating as separate tools, these agents work together within a cohesive database known as the Universe, where essential components like market signals, customer insights, competitor analysis, win/loss metrics, ideal customer profiles, personas, positioning strategies, battle cards, and messaging are integrated and kept up to date. Four specialized research agents continuously track competitors, market trends, customer behavior, and ongoing deals; meanwhile, the ICP and Persona agents leverage these findings to develop a validated comprehension of the target audience. In parallel, the Positioning, Messaging, and Product Intelligence agents take this context and distill it into engaging and unique language. Furthermore, Calven connects seamlessly with a variety of platforms, including sales calls, CRM systems, Slack chats, documents, and more, effectively managing information that teams often struggle to analyze due to time constraints. This ensures that all marketing content remains fresh and pertinent, ultimately promoting a more efficient marketing workflow. As a result, Calven not only simplifies the marketing process but also significantly boosts strategic decision-making within the organization, leading to better overall outcomes.

Adobe Brand Visibility functions as a robust generative engine optimization tool tailored for large-scale brands, allowing teams to grasp, refine, and assess how artificial intelligence systems recognize, cite, and characterize their brand presence. It provides valuable insights across various AI platforms, including ChatGPT, Claude, Perplexity, Google AI Mode, Google AI Overviews, and Microsoft Copilot, along with benchmarking capabilities for share-of-voice and understanding the interactions of AI crawlers with websites. Utilizing data derived from over 281 million AI search prompts, clickstream analytics, competitive evaluations, SEO authority, and diverse search signals, it identifies where brands may be lacking in AI-generated responses and emphasizes the topics, prompts, and content investments that can enhance their visibility. The platform creates actionable briefs that demonstrate how a single optimization effort can improve a range of related topics, while also revealing where competitors are excelling or where market gaps exist. Furthermore, teams can tackle challenges like blocked crawlers, missing structured data, 404 errors, and technical geo-related issues directly at the CDN edge or the content source, minimizing the need for engineering support and simplifying the enhancement of brand representation within AI systems. This capability not only streamlines operations but also equips teams with the necessary insights to make strategic decisions that fuel brand expansion and visibility. Ultimately, this empowers businesses to stay ahead in a competitive landscape by effectively leveraging AI technologies.

Orbator offers a unique perspective on how effectively leading AI tools like ChatGPT, Claude, Gemini, Perplexity, and Grok advocate for your product within its specific category, providing actionable strategies for enhancement. In contrast to conventional visibility platforms that limit their analysis to SEO performance, Orbator highlights the growing importance of recommendations from AI assistants, which play a pivotal role in modern marketing. Users can kick off a free visibility evaluation to reveal genuine inquiries and identify the sources that AI technologies are utilizing. Monitoring on a weekly basis allows users to notice significant fluctuations in AI-generated recommendations, with changes ranging from 40 to 60 percent on a monthly basis, ensuring they stay informed about any developments. The service also manages directory listings, pinpoints citation possibilities, and provides proof-of-placement receipts for clarity. Users can access the visibility check at no cost, which includes compatibility with over 50 directories, while paid subscriptions begin at $39 per month for weekly updates and can expand to full-scale optimization and managed placement services. Local businesses harness this tool to position themselves as the top AI recommendation within their area, whereas SaaS founders track their presence across various AI platforms. No prior SEO knowledge is needed since Orbator's team handles placements for those on premium plans. Built on the open-source AI Recommendation Index, Orbator is designed to evolve alongside the fast-changing realm of AI recommendations. In addition, users gain from consistent updates and insights that deepen their grasp of market trends, further empowering their strategic decisions in a competitive landscape. This adaptability makes Orbator an invaluable resource for businesses looking to thrive in an AI-driven environment.

Mavvrik functions as an advanced platform designed to oversee expenses related to AI and hybrid infrastructures, offering a centralized location for finance, FinOps, IT, and engineering teams to manage GenAI, autonomous agents, GPUs, cloud environments, on-premises assets, Kubernetes, data platforms, and SaaS offerings. By integrating cost, usage, and telemetry information from leading providers such as AWS, Azure, Google Cloud, Oracle, VMware, NVIDIA, OpenAI, Anthropic, Gemini, Snowflake, Databricks, and LiteLLM, it creates a thorough source of truth for the entire technology landscape. Teams can carefully track model interactions, agent activities, GPU performance, and resource workloads, enabling them to allocate spending accurately across various parameters, including customer, product, feature, project, application, environment, team, or cost center. Mavvrik's detailed analysis of cost-to-serve and unit economics reveals margin declines, pinpoints expensive workloads, and clarifies the true costs associated with delivering each service. Moreover, its real-time anomaly detection and alerting functionality helps to identify unusual usage trends before they lead to unexpected budget overruns, while its predictive forecasting capabilities assist organizations in effectively planning their cloud, GPU, and AI-related expenses. This comprehensive strategy not only empowers teams to make well-informed financial choices but also optimizes resource utilization, paving the way for sustainable growth and enhanced operational efficiency. As a result, Mavvrik stands out as an essential tool for organizations seeking to maximize their investments in technology.

MentionBird is an AI visibility platform specifically crafted to help brands evaluate and improve their presence in AI-generated responses across various platforms such as ChatGPT, Perplexity, Gemini, Claude, Grok, and others by conducting daily analyses of prompts in selected countries. It provides detailed insights into brand mentions, citations, source references, and competitor performance, while also offering personalized AI Ranking Advice for each prompt. This advice may include recommendations like creating new content, enhancing existing webpages, or building relevant backlinks. By adhering to these ranking strategies, marketing teams can focus on the most effective actions, ultimately driving increased customer engagement through diverse AI platforms. Additionally, MentionBird features a user-friendly setup that requires no website installation and effortlessly integrates with tools that teams already use, such as Claude, making it a practical enhancement to their marketing efforts. This seamless integration guarantees that brands can swiftly utilize the valuable insights from MentionBird without interrupting their current workflows, thus maximizing their operational efficiency. Moreover, the platform's ability to provide real-time data empowers brands to adapt quickly to changes in their visibility landscape.

Epovest enables organizations to receive customized AI-driven recommendations through an in-depth analysis of customer inquiries and the various factors influencing these responses, guaranteeing that all information is quantifiable, timestamped, and dependable. This holistic strategy generates actionable insights that direct businesses on where to allocate their resources, which problems require resolution, and provides concrete proof of progress achieved. Users can define precise prompts that accurately represent genuine market inquiries, and Epovest processes these through official AI APIs at a frequency of your choosing, whether that is daily or monthly, executing each prompt in a multistage process rather than as a singular event. Every response is carefully recorded, complete with the relevant sources, and features timestamping and verification, enabling thorough reporting on presence, share of voice, sentiment, and referenced materials over time across various keywords and search engines. Furthermore, the platform offers two integration pathways: a REST API and an MCP server, facilitating easy access for your AI assistant. With a flexible pay-as-you-go model, you can purchase credits that remain valid indefinitely, ensuring that you are billed only for the checks you actually perform. This arrangement not only enhances operational efficiency but also allows businesses to harness the power of AI without the burden of long-term contracts, fostering a more adaptable and innovative environment for growth. Moreover, the ability to track and analyze trends over time can significantly enhance strategic decision-making.

Easy MCP AI is a WordPress plugin that transforms a website into an MCP server, enabling AI assistants to perform tasks such as research, content optimization, task management, and data analysis through natural language interactions. This plugin connects seamlessly with various MCP-compatible clients, including Claude, ChatGPT, and Cursor, allowing WordPress features to function as AI-enhanced tools without requiring Node.js, proxies, or lengthy setups, all while being compatible with standard PHP hosting environments. It supports a wide array of WordPress components, including posts, pages, media, comments, users, categories, tags, menus, plugins, themes, blocks, and custom post types, ensuring an extensive integration throughout the platform. Moreover, it enriches functionality by offering integrations with popular tools like WooCommerce, Advanced Custom Fields, BuddyPress, The Events Calendar, several leading SEO plugins, and vital data services such as Google Analytics 4, Google Search Console, DataForSEO, Semrush, SE Ranking, and Ahrefs. This empowers AI assistants to perform a variety of tasks, such as conducting keyword research, crafting content strategies, drafting and publishing articles, updating SEO metadata, managing site data, and gaining valuable insights into performance metrics. By doing so, Easy MCP AI not only simplifies workflows but also significantly enhances the overall productivity of managing WordPress sites through advanced AI capabilities, making it an essential tool for website administrators. Additionally, its user-friendly interface allows for easy navigation and implementation, further promoting efficiency in everyday tasks.

Effortlessly incorporate and store a variety of content types, including documents and images, while enjoying streamlined retrieval processes that require minimal effort. You can connect your data through either the user interface or the API, with Baseplate handling the embedding, storage, and version control of your information to keep everything synchronized and up-to-date. Take advantage of Hybrid Search capabilities using custom embeddings designed specifically for your unique data requirements, ensuring accurate results regardless of the format, size, or category of the information you are exploring. Additionally, you can interact with any LLM using data sourced from your database, and with the App Builder, you can easily combine search results with prompts. Launching your application is a breeze and can be accomplished in just a few clicks. Collect valuable logs, user feedback, and further insights through Baseplate Endpoints. Baseplate Databases allow you to embed and manage your data alongside images, links, and text that enrich your LLM application. You can control your vectors either through the interface or programmatically, giving you flexibility in management. Our system ensures your data is consistently versioned, alleviating concerns about outdated information or duplicates, and providing you with peace of mind as you develop and maintain your applications. This efficient approach not only simplifies data management but also significantly boosts the overall effectiveness and performance of your projects, enabling you to focus on innovation and growth.

Create an AI assistant tailored to your specific requirements, whether it serves as a language translator, SEO expert, virtual friend, or fulfills another purpose entirely. In the future, users will have the opportunity to share their personalized AI inventions with others and even market their innovative designs. Additionally, you'll soon be able to submit any online article or webpage to the AI, which will then generate insightful responses based on that particular content. We are thrilled to introduce an upcoming browser extension that will allow the AI to engage with you directly on any site you explore. Before long, you will have the ability to interact with any AI bot of your preference for a customized experience. Our sophisticated AI is designed to converse effortlessly in multiple languages, ensuring accessibility regardless of where you are or which language you speak. With ChatGOT, you can enjoy fluid discussions that cater to your needs. Your interaction history will be meticulously encrypted and saved, guaranteeing that your information remains private and is not shared with third parties, and you will always have the option to delete any data whenever you wish. Furthermore, this strong commitment to user privacy empowers individuals to interact without worrying about data breaches or unauthorized access, creating a trustworthy environment for all users. In this way, you can fully immerse yourself in the benefits of AI without any reservations.

Boost your efficiency with Hunch, a comprehensive no-code platform that integrates top-tier AI models at your fingertips. Leverage a visual, no-code interface to seamlessly connect AI functions and effortlessly distribute your innovations as tools accessible to your whole team. Hunch goes beyond simple workflow automation by offering a versatile workspace for brainstorming, experimentation, exploration, and addressing complex AI projects. This robust platform not only empowers users to interact with AI in meaningful ways but also cultivates collaboration and sparks creativity among team members, driving collective progress forward. Additionally, Hunch's user-friendly design ensures that everyone, regardless of technical skill, can contribute to and benefit from AI advancements.

NinjaChat provides an all-encompassing AI platform that allows users to utilize more than eight AI applications within a single interface. Within this versatile platform, you can engage with six high-quality AI chatbots, including notable options like GPT 4o and Claude 3 Sonnet, in addition to an AI image generator known as Stable Diffusion 3, along with an AI data scientist, ensuring a smooth and integrated experience. This comprehensive suite is designed to cater to a wide range of needs, enhancing productivity and creativity in one place.

Build your digital team by incorporating thoughtfully chosen AI agents, alongside your own innovative creations. Elevate your AI experience by making use of external tools for tasks like image generation, and explore visual input across various models to enable comparison and enhancement. This platform acts as a centralized space for interaction with Large Language Models (LLMs) in both assistant and playground modes, facilitating diverse applications. You can efficiently organize your frequently used prompts in a library for quick retrieval whenever necessary. Although LLMs demonstrate exceptional reasoning capabilities, their outputs can often vary widely, leading to unpredictability. For generative AI solutions to deliver value and sustain a competitive advantage in niche areas, it is vital to efficiently manage similar tasks and scenarios with a high level of quality. If the inconsistency of outputs cannot be reduced to an acceptable level, it could detrimentally impact user satisfaction and threaten the product’s standing in the market. To ensure reliability and stability of the product, development teams should perform a comprehensive evaluation of the models and prompts during the development stage, which guarantees that the final product consistently aligns with user expectations. This meticulous assessment is crucial for building trust and fostering a rewarding experience for users, ultimately leading to greater engagement and loyalty.

Presenting WordRaptor, the all-in-one SEO tool that you invest in once for lifetime access. It handles everything from keyword generation and content planning to bulk drafting, image management, and both manual and automated publishing, ensuring a complete solution for your diverse needs. With WordRaptor, you gain back control and privacy right on your Mac, eliminating the ongoing expenses associated with subscription-based AI writing services. Effortlessly produce content from titles, keywords, or descriptions while offering specific directions for tailored results. It automatically creates vital meta titles, descriptions, and open graph metadata to boost your digital footprint. You can efficiently manage extensive content volumes through our streamlined article queue system and choose your preferred AI model by integrating your own API key for enhanced adaptability. Your sensitive data remains securely stored on your Mac, enabling you to publish articles on various platforms such as Wix, WordPress, Ghost, Shopify, and Webflow without hassle. Additionally, with an interface designed for ease of use, even individuals unfamiliar with SEO can confidently navigate the software, making it an ideal choice for everyone.

Decopy's AI Detector stands out as a dependable tool that enables users to assess whether content is generated by AI, all without any fees or the necessity for registration. This remarkable AI Checker features an impressive accuracy rate of up to 99% and supports multiple languages, making it an essential asset for diverse users. In today’s digital environment, where AI has significantly altered the landscape of content creation, it has become increasingly difficult to differentiate between human and machine-generated writing. To effectively address this challenge, Decopy AI Detector offers a precise solution for verifying the authenticity of your text. Its intuitive design makes it simple to identify AI-generated content, allowing you to ensure that your work remains both original and trustworthy. Furthermore, as the prevalence of AI-generated text continues to rise, utilizing tools like Decopy will be crucial for maintaining integrity in your writing endeavors.

ChainForge is a versatile open-source visual programming platform designed to improve prompt engineering and the evaluation of large language models. It empowers users to thoroughly test the effectiveness of their prompts and text-generation models, surpassing simple anecdotal evaluations. By allowing simultaneous experimentation with various prompt concepts and their iterations across multiple LLMs, users can identify the most effective combinations. Moreover, it evaluates the quality of responses generated by different prompts, models, and configurations to pinpoint the optimal setup for specific applications. Users can establish evaluation metrics and visualize results across prompts, parameters, models, and configurations, thus fostering a data-driven methodology for informed decision-making. The platform also supports the management of multiple conversations concurrently, offers templating for follow-up messages, and permits the review of outputs at each interaction to refine communication strategies. Additionally, ChainForge is compatible with a wide range of model providers, including OpenAI, HuggingFace, Anthropic, Google PaLM2, Azure OpenAI endpoints, and even locally hosted models like Alpaca and Llama. Users can easily adjust model settings and utilize visualization nodes to gain deeper insights and improve outcomes. Overall, ChainForge stands out as a robust tool specifically designed for prompt engineering and LLM assessment, fostering a culture of innovation and efficiency while also being user-friendly for individuals at various expertise levels.

Harness the power of AI-driven autonomous campaign creation and optimization to significantly boost your returns on multi-channel advertising and obtain outstanding ROI. ChatROI transforms the landscape of campaign management by reducing processes that usually take weeks to just a matter of minutes. Our innovative platform tackles inefficiencies, automates tedious tasks, and provides real-time optimization across an array of channels, all accessible through an easy-to-navigate interface. Instantly gain actionable insights and achieve remarkable results more efficiently, effortlessly, and affordably. With ChatROI, experience an impressive 10x ROI, making it the trusted AI solution that marketers rely on to refine their digital campaigns and attain exceptional performance. Don’t let your rivals get ahead; join the AI marketing revolution today to see the powerful changes for yourself. No matter if your goals include boosting brand awareness, increasing conversions, or enhancing engagement, our platform tailors marketing strategies to fit the unique needs of your business. By partnering with ChatROI, you can explore new avenues for growth and reshape the metrics of your marketing success. Embrace this innovative approach and watch your marketing efforts transform dramatically.

Visionati harnesses cutting-edge artificial intelligence technology to optimize the evaluation of images and videos. Our groundbreaking platform provides features for the automatic generation of detailed captions, descriptions, and tags, significantly improving content accessibility and visibility. Furthermore, Visionati integrates effortlessly with popular services, including a Shopify app that enhances product listings with descriptions crafted by AI. Designed specifically for creatives, marketers, and e-commerce businesses, Visionati ensures faster and more accurate content management. Our mission is to make AI-driven content creation accessible to everyone, allowing users to streamline their workflows and boost engagement across various platforms. In this pursuit, we aspire to transform how content is generated and engaged with in the ever-evolving digital environment, fostering a new era of creativity and interaction.

Chainlit is an adaptable open-source library in Python that expedites the development of production-ready conversational AI applications. By leveraging Chainlit, developers can quickly create chat interfaces in just a few minutes, eliminating the weeks typically required for such a task. This platform integrates smoothly with top AI tools and frameworks, including OpenAI, LangChain, and LlamaIndex, enabling a wide range of application development possibilities. A standout feature of Chainlit is its support for multimodal capabilities, which allows users to work with images, PDFs, and various media formats, thereby enhancing productivity. Furthermore, it incorporates robust authentication processes compatible with providers like Okta, Azure AD, and Google, thereby strengthening security measures. The Prompt Playground feature enables developers to adjust prompts contextually, optimizing templates, variables, and LLM settings for better results. To maintain transparency and effective oversight, Chainlit offers real-time insights into prompts, completions, and usage analytics, which promotes dependable and efficient operations in the domain of language models. Ultimately, Chainlit not only simplifies the creation of conversational AI tools but also empowers developers to innovate more freely in this fast-paced technological landscape. Its extensive features make it an indispensable asset for anyone looking to excel in AI development.

WriteFastly AI - The Premier AI-Powered Content Creation Solution WriteFastly AI is a robust mobile and web application designed for seamless content generation, harnessing the capabilities of leading AI technologies, including: ChatGPT (OpenAI), Gemini, Claude, DeepSeek, Qwen AI, Perplexity for DeepResearch AI, Grok xAI, and LLaMA. This tool allows for the instant production of high-quality written material. Among its many features are: - AI-driven writing assistance, - grammar enhancements, - summarization capabilities, - DeepResearch AI for scientific inquiries, - PDF interaction, - social media content generation, - paraphrasing tools, - email creation, - and an AI-powered chatbot. WriteFastly AI caters to the needs of writers, businesses, and professionals alike, delivering content swiftly, accurately, and in an engaging manner. Its user-friendly interface simplifies writing tasks, and it offers support for multiple languages, making it accessible to a broader audience. Additionally, WriteFastly AI includes valuable functionalities such as plagiarism detection, research assistance, and customizable templates, ensuring that users have all they need for effective content creation.

Spring is an innovative AI-powered platform that revolutionizes how businesses create custom applications. Gone are the days of spending months on development or hiring expensive software developers. Spring leverages natural language processing, allowing users to describe their desired business app, which the platform then automatically creates, saving time and resources. Spring integrates seamlessly with over 200 different tools, including essential services like Slack, GitHub, Salesforce, Google Workspace, and many more. This gives businesses the ability to build on top of their existing tech stack, ensuring smooth integration and deployment. With just a few clicks, users can deploy their apps securely across private, organizational, or public environments. The platform also supports a wide range of use cases, from CRM systems to task management tools and specialized SaaS products. Spring is designed to help businesses adapt quickly to evolving needs and create custom solutions that fit their specific workflows. By cutting out the complexities of traditional app development, Spring empowers teams to innovate faster and more efficiently.

XFunnel is a comprehensive AI search engine optimization platform designed to help brands capture, measure, and grow their visibility across leading AI-driven platforms including ChatGPT, Perplexity, Gemini, Copilot, Claude, and Google AI Mode. Its query analytics module uncovers the exact questions AI search engines associate with your industry, enabling targeted content strategies. Advanced visibility tracking benchmarks your performance against competitors, monitors sentiment, and analyzes persona-level data for precision targeting. With in-depth citation analysis, XFunnel reveals which sources and topics influence AI rankings, and how to close gaps in brand representation. The platform is more than an analytics tool—it delivers action through dedicated analyst support, tailored playbooks, and ready-to-use content briefs. Its experimentation platform facilitates multivariate tests to optimize AI search results, often yielding 20–40% gains in visibility. Affiliate activation kits and outreach tactics help brands amplify exposure through partnerships. Weekly strategy sessions ensure that teams stay aligned, track progress, and adjust based on data. By uniting research, measurement, and optimization into one workflow, XFunnel empowers businesses to turn AI search engines into high-converting sales channels. Built for scalability and security, it’s trusted by some of the world’s leading marketing teams.

Adopt AI is a forward-thinking AI company specializing in solutions for integrating AI copilots and agents into applications and websites. Adopt AI's platform empowers businesses to swiftly launch AI copilots and autonomous agents, thereby improving user experience, driving increased adoption, and lowering customer support expenses. By automating the interaction layer between humans and applications, Adopt AI simplifies software development, accelerates the release of new features, and paves the way for a future where AI agents serve as a primary interface for users.

Microsoft Foundry Models provides enterprises with one of the world’s largest AI model catalogs, combining more than 11,000 foundational, multimodal, and specialized models from industry-leading providers. It enables developers to explore models by task, performance benchmarks, or provider, and instantly experiment using a built-in interactive playground. The platform includes top models from OpenAI, Anthropic, Mistral AI, Cohere, Meta, DeepSeek, xAI, NVIDIA, HuggingFace, and many others, giving organizations unparalleled choice for their AI solutions. With ready-to-use fine-tuning pipelines, teams can adapt models to proprietary data without managing infrastructure or training environments. Foundry Models also includes evaluation capabilities that let teams test models against internal datasets to validate accuracy, stability, and business alignment. Once selected, models can be deployed through serverless pay-as-you-go or managed compute options, both designed for rapid scaling and production reliability. Integrated security controls—including encryption, access policies, and compliance frameworks—ensure models and data remain protected throughout the lifecycle. Azure’s governance dashboards provide monitoring for cost, usage, and performance, helping organizations maintain efficiency at scale. Developers can plug Foundry Models into existing applications, agent workflows, and Microsoft Foundry tools to create AI systems quickly and securely. By unifying discovery, experimentation, fine-tuning, deployment, and governance, Foundry Models accelerates enterprise AI adoption while reducing development complexity.

Friendware stands out as a cutting-edge productivity application tailored exclusively for macOS, acting as a dynamic and context-aware assistant that enhances your workflow. It expertly evaluates the information visible on your display, predicting your needs and executing tasks in real-time via a versatile tab-to-complete functionality that encompasses various email, messaging, and social networking services, all while minimizing the hassle of constant context switching and repetitive copy-pasting. By understanding the text on your screen, Friendware removes the necessity of articulating your requests to an AI, delivering instant responses, relevant suggestions, drafts, and completions right at the moment you press the Tab key. Its flawless compatibility with widely-used platforms such as Gmail, Slack, iMessage, Discord, and WhatsApp enables it to leverage on-screen information for crafting prompt replies and smart recommendations, drastically reducing response times in comparison to conventional AI systems. Designed with native coding specifically for Mac, Friendware operates with exceptional efficiency, providing a fluid user experience that boosts productivity levels. Consequently, this allows users to concentrate on their core tasks while Friendware adeptly manages their communication requirements, ensuring that every interaction is both timely and efficient. Ultimately, Friendware revolutionizes the way you handle multitasking in a digital workspace, making it an indispensable tool for modern professionals.

ReSO AI is a comprehensive AI search optimization platform designed to make brands visible in generative search environments. It helps companies understand how large language models like ChatGPT, Perplexity, Claude, and Google AI Overviews interpret and recommend their content. ReSO reverse-engineers real buyer prompts to reveal how customers search within AI tools. These prompts are mapped directly to your product features, messaging, and ideal customer profile. The platform tracks LLM citations, appearance frequency, and share of voice across competitors. ReSO also analyzes how much website traffic originates from AI-driven search experiences. Its technical AISO engine identifies schema issues, content gaps, metadata problems, and blocked pages that prevent AI engines from reading your site. Each issue is prioritized based on its impact on AI discoverability. ReSO provides clear, actionable recommendations to improve prompt-level visibility. Built as more than an audit tool, it functions as an operating system for AI-era discoverability. Teams can monitor performance prompt by prompt and page by page. ReSO enables companies to move beyond guessing and take control of how they appear in AI search results.

Claude Mythos Preview is a cutting-edge AI model that represents a significant breakthrough in cybersecurity capabilities and autonomous reasoning. It has shown the ability to independently discover and exploit zero-day vulnerabilities in a wide range of systems, including operating systems, browsers, and critical infrastructure software. The model can generate sophisticated exploit chains, combining multiple vulnerabilities to achieve outcomes such as remote code execution or full system control. It operates using agentic workflows, where it analyzes source code, tests hypotheses, and iteratively refines its findings without human guidance. Mythos Preview is also highly capable in reverse engineering, allowing it to analyze closed-source binaries and uncover hidden vulnerabilities. Compared to previous models, it demonstrates a substantial increase in both accuracy and success rate when developing real-world exploits. It can identify subtle and long-standing bugs that have gone unnoticed for years. The model is also effective at converting known vulnerabilities into working exploits rapidly, reducing the time between disclosure and potential attack. These capabilities highlight both the opportunities and risks associated with advanced AI in cybersecurity. As a result, efforts like Project Glasswing aim to use the model to strengthen global defenses. The model’s emergence signals a shift toward automated, large-scale vulnerability research. Overall, Claude Mythos Preview marks a transformative step in how AI can impact both offensive and defensive cybersecurity.

BeaconBird helps organizations improve how AI technologies like ChatGPT, Gemini, Claude, and Google analyze and recommend their websites. Through comprehensive evaluations of AI readiness, systematic optimization planning, and the enhancement of website semantics, BeaconBird enables businesses to elevate their visibility in the changing landscape of search engines. This forward-thinking strategy not only enhances their online presence but also equips companies to meet the future challenges of digital engagement effectively. Ultimately, by embracing these advancements, businesses position themselves to thrive in an increasingly competitive market.

KNOT is an advanced, AI-enhanced white-label ticketing platform tailored specifically for live events. Serving as a reliable trust layer, we empower event organizers and venues to take full control of their ticketing operations while delivering an effortless and modern experience to fans. With the KNOT platform, organizers can confirm the identities of ticket buyers, facilitate ticket transfers, prevent fraudulent activities, and gain real-time insights into their sales metrics. By merging powerful backend functionalities with an intuitive interface, we enable teams lacking technical skills to successfully navigate complex ticketing processes. Furthermore, our dedication to innovation equips event organizers with the tools they need to thrive in the continually evolving landscape of live entertainment, ensuring they remain ahead of industry trends and fan expectations.

gptmelo acts as an all-encompassing GEO platform that seamlessly connects the monitoring of your AI visibility with the creation of content that garners citations. Through its monitoring capabilities, you can obtain valuable insights regarding your position in AI responses, allowing you to track the representation of your brand, products, and keywords across prominent AI platforms like ChatGPT, Perplexity, Google AI Overviews, and Claude. This functionality enables you to evaluate your share of voice, citation frequency, sentiment analysis, and competitive landscape, with timely updates to help you recognize changes before they become significant issues. On the content creation front, gptmelo features a specialized article editor tailored for GEO, which facilitates the writing of comprehensive, citation-ready content with AI-assisted drafting, schema-compliant formatting, and embedded optimization recommendations. This guarantees that every piece published is crafted not only for conventional search visibility but also to be prioritized by AI-generated responses, thereby increasing the potential for citations. Furthermore, the platform allows you to maintain a competitive edge by continually enhancing your strategy based on up-to-date data and insights, ensuring your efforts remain relevant in an ever-evolving landscape. Ultimately, gptmelo empowers users to navigate the intricate relationship between AI visibility and content creation effectively.

MentionedOn offers businesses a reliable overview of their visibility in AI-generated content. It carries out customized buyer inquiries on selected AI platforms, monitoring where and how often brands are mentioned while maintaining a record of the supporting evidence for the provided responses and comparing the results against selected competitors. With functionalities such as scheduled monitoring, access to historical data, in-depth reports, and notifications, teams are equipped to observe changes and investigate the elements that affect each outcome. The results may vary depending on the specific AI assistant utilized, the prompts given, the regional context, and the timing of the inquiries. This extensive strategy enables brands to stay informed and adaptable in the fast-changing digital environment, ultimately enhancing their competitive edge. By leveraging these insights, companies can make data-driven decisions and refine their marketing strategies more effectively.

QueryMint is a firm focused on B2B SEO, AEO (Answer Engine Optimization), and GEO (Generative Engine Optimization), with the goal of boosting the online visibility of SaaS and enterprise brands across platforms such as Google Search and AI assistants like ChatGPT, Claude, Perplexity, and Google AI Overviews. By integrating a visibility platform with a full suite of agency services—including technical SEO, entity and Knowledge Graph strategy, content optimization, LLM citation enhancement, and digital public relations—QueryMint primarily targets B2B SaaS companies in the United States. Founded in 2026 and located in Chicago, Illinois, QueryMint seeks to establish B2B brands as leading authorities in search results and AI systems, thereby enhancing their digital presence. Their forward-thinking strategy showcases a dedication to harnessing technology to ensure client success amidst the rapidly changing digital environment, proving their commitment to staying ahead in the industry.