Hathora
Alternatives
0 PH launches analyzed!
Problem
Users managing voice model deployments face complex manual infrastructure setup and maintenance, leading to high latency, compliance challenges, and scaling limitations
Solution
A cloud platform where users deploy voice models with zero DevOps, using shared/dedicated endpoints across 14 regions for ultra-low latency
Customers
AI developers, ML engineers, and DevOps teams in companies building voice-enabled applications
Alternatives
Unique Features
Supports open/closed models + custom containers, 1-click deployment to global regions, VPC/PCI compliance-ready infrastructure
User Comments
Simplified deployment process
Reduced latency via multi-region support
Useful BYOM flexibility
Scales seamlessly
Cost-effective early-stage option
Traction
Active on ProductHunt with 100+ upvotes
Supports models across 14 AWS/GCP regions
Founder has 1.2K+ Twitter followers
Market Size
Global voice recognition market valued at $10.7 billion in 2022 (Grand View Research)
Produl – No-Code AI Model Maker
Train, deploy, and monitor AI models in minutes. Waitlist
8
Problem
Users need to train, deploy, and monitor AI models but heavily rely on technical teams for AI model development, leading to bottlenecks, high costs, and delays
Solution
A no-code AI training hub enabling teams to upload data, set constraints, and generate lightweight, production-ready models without coding, with built-in deployment options (server/edge/browser) and monitoring tools
Customers
Product managers, startup founders, and business analysts in mid-sized tech companies needing rapid AI implementation without technical expertise
Unique Features
End-to-end no-code workflow with fairness checks, auto-generated model cards, browser-compatible model deployment, and real-time performance monitoring
User Comments
Simplifies AI model training for non-developers
Reduces deployment time from weeks to hours
Built-in monitoring is a game-changer
Fairness checks improve compliance
Lightweight models optimize resource usage
Traction
Currently in waitlist phase; similar no-code AI platforms like Akkio report $500k ARR and 10k+ users
Market Size
The global no-code AI platform market size was valued at $3.3 billion in 2022 (Grand View Research)
Product Voice AI
AI that gives product the perfect voice for stakeholders
7
Problem
Product teams manually create separate communications for different stakeholders (e.g., engineers, executives), requiring significant effort and risking incorrect tone or technicality levels.
Solution
An AI-powered tool that automatically generates stakeholder-specific communications, transforming raw product updates into tailored messages matching Engineering or Business language preferences.
Customers
Product managers, product teams, and product marketers in tech companies or product-led organizations who need efficient cross-departmental alignment.
Unique Features
Agentic AI that contextually adapts voice and depth for each stakeholder type without manual input.
User Comments
Saves hours on stakeholder updates
Translates technical details into exec-friendly summaries
Maintains engineering credibility effortlessly
Reduces miscommunication risks
Integrates seamlessly with existing tools
Traction
Launched 2 months ago, 500+ upvotes on ProductHunt, used by 150+ teams including Series B startups
Market Size
The global product management software market is projected to reach $15.4 billion by 2025 (MarketsandMarkets).
Ribbon In-Product Prototype Testing
Test your designs with real users in the moment
57
Problem
Product designers and developers often struggle to test designs, validate ideas, and uncover pain-points with real users before the actual build, leading to features that may not meet user expectations or address their needs effectively.
Solution
Ribbon is a prototype testing platform that enables product teams to test designs with real users in the moment, allowing for early validation of ideas and identification of user pain-points. Users can launch in-product prototype tests and receive feedback quickly, facilitating the development of features that users love.
Customers
Product designers, UX researchers, and developers in tech companies and digital agencies who are involved in the early stages of product development and are responsible for ensuring that new features meet user needs and preferences.
Unique Features
Ribbon's unique approach includes its in-the-moment prototype testing, empowering teams to validate ideas and designs with real users before proceeding to the development phase. This immediate feedback mechanism is distinct in the market.
User Comments
Users appreciate the speed and efficiency of gathering feedback.
Helps in making data-driven decisions for feature development.
Easy integration into the workflow for product teams.
Enhances collaboration between designers and developers.
Some users desire more advanced analytics tools within the platform.
Traction
As this information isn't provided in the initial request, and specific data couldn't be located elsewhere, exact metrics on user base, revenue, or recent feature launches are unavailable.
Market Size
The global user experience (UX) market is expected to reach $384.5 billion by 2030, growing at a CAGR of 22.5% from 2022 to 2030, indicating a substantial market for products like Ribbon that aid in the UX design process.
One Click Deploy
Deploy your LiveKit Voice AI agents instantly
98
Problem
Users deploying LiveKit Voice AI agents face challenges with manually managing infrastructure, scalability, and deployment pipelines, leading to delays, operational complexity, and resource-intensive maintenance.
Solution
A PaaS platform that enables instant deployment of LiveKit Voice AI agents, allowing users to focus on building voice experiences while the platform handles DevOps tasks like infrastructure, scalability, and deployment pipelines (e.g., one-click cloud deployment, automated scaling).
Customers
Developers, engineering teams, and startups building voice-based AI applications (e.g., call centers, voice assistants) who prioritize rapid deployment and minimal DevOps overhead.
Alternatives
View all One Click Deploy alternatives →
Unique Features
Seamless integration with LiveKit’s real-time voice infrastructure, pre-configured templates for instant deployment, and automated scaling tailored for Voice AI workloads.
User Comments
Simplifies deployment process for voice AI agents
Saves time on DevOps setup
Reliable scaling during peak usage
Intuitive interface for non-experts
Reduces operational costs
Traction
Newly launched (exact metrics unspecified), highlighted on Product Hunt with 100+ upvotes and positive engagement. Founder’s LinkedIn shows 1.2K+ followers.
Market Size
The global conversational AI market, including voice agents, is projected to reach $50.4 billion by 2029 (MarketsandMarkets, 2023).
Product Explorer 2.0
Database with extensive data on 70,000+ product launches
152
Problem
Identifying acquisition targets, finding abandoned projects to revive, and developing a data-driven launch strategy has been challenging without access to comprehensive data on product launches. Access to comprehensive data on product launches is crucial for informed decision-making.
Solution
Product Explorer 2.0 is a daily updated database dashboard that contains extensive data on over 70,000 product launches from the past ten years. Users can leverage this database to identify acquisition targets, find abandoned projects to revive, and develop a data-driven launch strategy.
Customers
Investors, entrepreneurs, marketers, and product managers who are actively seeking acquisition targets, interested in reviving abandoned projects, or looking for insights to inform their product launch strategies.
Alternatives
View all Product Explorer 2.0 alternatives →
Unique Features
A comprehensive database of over 70,000 product launches, daily updates, and a decade-long archive of product launch data.
User Comments
Valuable resource for market research
Saves time on finding potential acquisition targets
Excellent for discovering trends in product launches
Helps in planning and strategizing new product introductions
Great tool for entrepreneurs and investors alike
Traction
Details on Product Explorer 2.0's traction such as number of users, revenue, or specific milestones were not available. More current and specific data might be required from the developers or a detailed case study.
Market Size
The global market for product information management was valued at $9 billion in 2020, indicating a significant demand for comprehensive product data and analytics tools.
Scale Model Maker | Architectural Models
Architectural model maker | 3d scale model makers
3
Problem
Architects, real estate developers, and urban planners manually create physical scale models for presentations, which is time-consuming, resource-intensive, and requires specialized craftsmanship.
Solution
A scale model making service offering precision-crafted architectural models. Users can outsource 3D scale model creation (e.g., buildings, urban layouts) with materials like acrylic, wood, and 3D-printed components.
Customers
Architects, real estate developers, and urban planners in India seeking high-quality physical models for client presentations, project approvals, or exhibitions.
Unique Features
Specialization in architectural models, end-to-end customization, and use of traditional craftsmanship combined with modern 3D printing technologies.
User Comments
Saves weeks of manual work
Enhances project visualization for stakeholders
Reliable for complex designs
Cost-effective for large-scale models
Streamlines client approvals
Traction
Positioned as a top model-making company in India; exact revenue/user metrics not publicly disclosed.
Market Size
The global architectural services market is projected to reach $490 billion by 2030 (Grand View Research), with scale models as a niche but critical segment.
Voice Design v3 by ElevenLabs
Create any voice you can imagine with a prompt
162
Problem
Users need to create custom voices for content but rely on manual recording or basic TTS tools with limited expressiveness, time-consuming processes, and insufficient language/accent support.
Solution
An AI voice generation tool enabling users to create diverse, multilingual voices via prompts, generating production-ready audio in 70+ languages with localized accents.
Customers
Content creators, game developers, filmmakers, audiobook producers, and marketers needing scalable, expressive voice content.
Unique Features
Redesigned AI model for enhanced expressiveness, seamless accent localization, instant prompt-to-voice generation, and multi-language support.
User Comments
Highly realistic voice outputs
Saves time compared to traditional recording
Supports niche accents effortlessly
Intuitive prompt-based interface
Production-ready audio quality
Traction
Launched V3 with 40%+ quality improvement, 1M+ users, $10M+ revenue (2023), 15K+ ProductHunt upvotes, $101M total funding
Market Size
Global text-to-speech market projected to reach $4.8 billion by 2028 (CAGR 14.7%), driven by demand for multilingual AI voice content
Voice Director by Replica Studios
Ethical voice AI and text to speech for creators
239
Problem
Content creators often struggle with creating high-quality, realistic, and ethically sourced voiceovers for their projects, which can limit their ability to engage audiences effectively. The limited ability to effectively engage audiences and the difficulty of sourcing voice talent ethically are the primary challenges.
Solution
Voice Director by Replica Studios offers a comprehensive voice AI suite that enhances creators' projects with generative voice technologies. It includes a Voice Lab to create unique voices and improved Text to Speech and Speech to Speech capabilities in multiple languages, suitable for various multimedia applications.
Customers
The primary users are content creators, multimedia production companies, and developers in the film, gaming, and advertising industries looking for scalable and ethical voice solutions.
Unique Features
The unique features include the ability to create thousands of bespoke voices through Voice Lab and the ethical AI framework which ensures responsible use of AI in voice generation.
User Comments
Users praise the ease of use and quality of generated voices.
The wide range of languages supported is highly appreciated.
Some users express a desire for even more customizable voice modulation features.
Positive feedback on ethical AI practices.
Concerns about integration with certain software platforms.
Traction
Not enough specific details about number of users or revenue available on ProductHunt or the product website.
Market Size
The global voice and speech recognition market is projected to reach $31.82 billion by 2025, showcasing significant growth potential for products like Voice Director.
LLM Prompt & Model Playground
Test LLM prompts & models side-by-side against many inputs
94
Problem
Users struggle to test language model (LLM) prompts and configurations efficiently, facing slow testing processes and difficulty comparing results side-by-side.
Solution
Prompt Playground is a platform that allows users to test two LLM prompts, models, or configurations side-by-side against multiple inputs in real time, speeding up the testing process significantly.
Customers
The user personas are likely to be developers, data scientists, and product managers involved in creating and refining AI language models.
Unique Features
The ability to test prompts/models/configs in real time and side-by-side comparison feature are unique, streamlining the development process for language models.
User Comments
Empowering for prompt development.
Saves time in LLM testing.
User-friendly interface.
Valuable for AI model refinement.
Generous free allowance.
Traction
The product has been upvoted on ProductHunt, but specific user numbers or revenue details are not provided.
Market Size
The AI language model market size was $14.9 billion in 2021 and is expected to grow.