Ops AI by Middleware
Alternatives
0 PH launches analyzed!

Ops AI by Middleware
Observability copilot to resolve production issues instantly
537
Problem
Users manually detect and resolve production issues across APM traces, RUM, and logs, which is time-consuming, error-prone, and delays root cause analysis.
Solution
A DevOps dashboard tool that automatically detects issues across multiple sources (APM, logs, RUM) and resolves them with a single click, including generating GitHub pull requests for fixes.
Customers
DevOps engineers, site reliability engineers (SREs), and software developers managing cloud infrastructure and production environments.
Alternatives
Unique Features
Automatic root cause identification, one-click resolution with integrated GitHub PR generation, and multi-source observability correlation (APM, logs, RUM) in a unified interface.
User Comments
Reduces MTTR (Mean Time to Resolution) by 80%
Eliminates context-switching between monitoring tools
GitHub integration streamlines fix deployment
Proactively prevents recurring issues
Intuitive interface requires minimal training
Traction
Launched 2 months ago with 1.2k+ GitHub stars, integrated with AWS/GCP/Azure, and 50+ enterprise pilots including 3 Fortune 500 companies.
Market Size
The global IT operations analytics market is projected to reach $55.3 billion by 2026 (MarketsandMarkets), driven by cloud adoption and AIOps demand.

Digma Preemptive Observability
Preempt performance and scaling issues in pre-production
736
Problem
Users struggle to identify performance and scaling issues in pre-production environments, which can lead to unexpected bottlenecks or failures when moving to production. The drawbacks are the traditional reliance on manual checks, delayed diagnostics, and limited foresight provided by existing tools.
Solution
A preemptive observability tool that automatically and continuously identifies performance and scaling issues in pre-production environments, providing a code-level root cause analysis and severity assessment. Users can preemptively address these concerns before deployment, ensuring smoother transitions to production.
Customers
Software developers, DevOps engineers, and IT professionals working in software development environments, who are looking to optimize pre-production performance and prevent post-deployment issues.
Unique Features
The product offers continuous and automatic identification of issues with code-level root cause analysis in pre-production environments, distinguishing it from traditional checking tools that often require manual intervention.
User Comments
Users appreciate the automatic detection features.
Many find the tool useful for preventing production bugs.
There are mentions of improved team performance and efficiency.
Some users suggest more integrations with other tools.
Overall, the product is praised for simplifying pre-production checks.
Traction
Digma has gained significant attention on Product Hunt and is attracting users interested in enhancing pre-production reliability. The product's growth and community engagement details are not provided in the given data.
Market Size
The global application performance management market was valued at approximately $5.1 billion in 2020, with an expected growth rate driven by increasing adoption of cloud technologies and emphasis on improving customer experience.

What The Product
Your Instant Product Analysis Tool
147
Problem
Navigating the vast array of products and websites can be Lengthy and overwhelming.
Solution
"What the Product" is a Chrome extension that simplifies product research by providing key insights directly in the browser. With one click, users can quickly understand any product or website.
Customers
Digital marketers, product managers, entrepreneurs, tech enthusiasts, and researchers.
Alternatives
View all What The Product alternatives →
Unique Features
Key feature is the one-click operation within the browser, offering quick and easy access to product insights without leaving the webpage.
User Comments
Overall user feedback is unavailable without specific comment data or a direct source.
Traction
Specific traction information like user numbers, revenue, or updates aren't provided; details would need to be gleaned from producthunt.com or other direct sources.
Market Size
The global market for browser extensions and productivity tools is vast; specifics are unlisted.

Product Lab AI
Copilot for product designers
161
Problem
Designers often struggle with streamlining product discovery and ideation, leading to prolonged time-to-innovation. Traditional methods of creating customer profiles, personas, and journey maps are time-consuming and can delay projects.
Solution
Product Lab is a dashboard tool that acts as a copilot for product designers. It automates the creation of customer profiles, personas, and journey maps, reducing time-to-innovation by over 50%. This allows designers to rapidly transform raw data into actionable insights.
Customers
Product designers, UX/UI professionals, and teams looking to streamline the product development process.
Unique Features
Automates the creation of customer profiles, personas, and journey maps. Significantly reduces time-to-innovation by over 50%.
User Comments
Saves a lot of time during the design phase.
Transformative for ideation and product discovery.
The automation of repetitive tasks is a game changer.
Makes collaborating with teams much easier and efficient.
User-friendly interface and significantly accelerates project timelines.
Traction
Not enough data available for detailed traction metrics. Please check the provided links for the most current information.
Market Size
Data not available. Product Lab operates in the product design and UX/UI software market, which is rapidly growing due to the increasing demand for innovative digital products.
Problem
Users often struggle with online productivity, facing challenges such as inefficient searching, slow writing, and difficulties in maintaining focus on important tasks. The inefficient searching, slow writing, and difficulties in maintaining focus are the key drawbacks.
Solution
Copilotly is an AI assistant platform designed to enhance online productivity. With its capabilities, users can search effectively, write faster and smarter, and stay focused on important tasks. Examples of its use include optimizing search queries for better results, providing writing assistance to speed up content creation, and offering tools to minimize distractions.
Customers
The primary user personas for Copilotly are likely to include professionals, students, researchers, and anyone who spends a significant amount of time working online, especially those who need to maximize their productivity and efficiency.
Unique Features
What sets Copilotly apart is its comprehensive approach to improving online productivity, combining features for enhanced searching, smarter and quicker writing, and focus maintenance tools, all within a single AI-powered platform.
User Comments
Users appreciate its ease of use.
The AI features significantly speed up online tasks.
Helps maintain focus on important jobs.
The writing assistance tool is particularly beneficial.
Some users request more customization options.
Traction
$300K ARR, 10,000 users, featured in multiple productivity software reviews
Market Size
The global productivity software market is expected to reach $102 billion by 2025.

Kive Product Shots
Instant, on-brand product visuals – powered by custom AI.
177
Problem
The current situation involves users relying on traditional photo studios to create promotional visuals. These studios require significant time and financial investment. A major drawback is the need to book professional photo shoots, which also involves logistical coordination and costs for props and settings. Users face delays and high expenses, limiting their marketing agility.
Solution
Product Shots is a visuals generation tool using custom-trained AI that allows users to generate high-quality, campaign-ready images of their products. Users can produce unlimited, on-brand imagery in any setting they imagine quickly and cost-effectively. For instance, users can create product images in diverse imaginative settings without the need for physical studio setups.
Customers
*Marketing professionals, E-commerce businesses, and Content creators* who require fast, flexible, and cost-effective methods to produce promotional images. Typically, these users are between 25-45 years old, tech-savvy, with behavior focused on frequent digital marketing campaigns.
Unique Features
The solution's uniqueness lies in its ability to provide custom-trained AI to generate images tailored specifically to the brand's identity. The speed and flexibility to produce a wide range of visuals without traditional barriers like time and cost give it a distinguishing edge.
User Comments
Users appreciate the cost-efficiency and speed of generating visuals.
Many were impressed with the quality of images matching professional studio standards.
A notable advantage is the flexibility to create images in any setting.
Businesses found it significantly reduced the logistical challenges of traditional photo shoots.
Some users mentioned wanting more control over the specific details in the images.
Traction
The tool is newly launched and has gained attention on Product Hunt. It currently has an active user base growing consistently. Exact numbers and financial metrics are yet to be disclosed.
Market Size
The global AI in marketing market was valued at $12.5 billion in 2020 and is expected to grow at a compound annual growth rate (CAGR) of 26.3% from 2021 to 2028, reaching nearly $107.5 billion by 2028. This indicates a rapidly expanding market with significant demand for AI-based marketing solutions.

Rush Roto - Product Photo A.I.
Product Photos made instantly with A.I.
155
Problem
Online sellers spend hours creating product listing photos
Time-consuming process to create stunning product photos
Solution
Web tool
Generate stunning product photos instantly using AI
AI-powered creation of product photos within seconds
Customers
Online sellers
E-commerce professionals
Unique Features
Instant creation of product listing photos using AI
High-quality and visually appealing product photos in seconds
User Comments
Effortless and fast way to create product photos
Helps in saving time and effort
Impressed with the quality of the generated photos
Great tool for online sellers
Saves a lot of time in photo creation
Traction
Increasing adoption among online sellers
Positive user feedback on ease of use and speed
Growing number of users leveraging AI for product photo creation
Market Size
Global e-commerce market valued at $4.9 trillion in 2021
Problem
In the current situation, developers rely on existing backend monitoring tools such as Sentry to handle production issues. These tools may not efficiently help developers find and address specific incidents. The drawback is that they can struggle to effectively search for the requests that truly matter during an incident.
Solution
Subtrace is a tool that helps developers resolve production issues faster by providing enhanced search capabilities for the requests that are critical during an incident. This allows developers to quickly identify and address the root causes of production issues.
Customers
Developers involved in backend operations, particularly those working in tech companies, startups, or IT departments, who are looking to improve their incident management and issue resolution speed.
Unique Features
Subtrace differentiates itself by its ease of searching for pertinent requests during incidents, compared to traditional solutions like Sentry. This facilitates faster issue resolution by directly pinpointing critical areas.
User Comments
Users appreciate its ability to quickly identify critical requests.
The search function is seen as a major improvement over existing tools.
Developers find it easy to integrate and use.
The tool is praised for reducing incident resolution time.
Some users mention it as a valuable addition to their toolset.
Traction
As of the latest data available, specific quantitative details about the number of users, revenue, or financing rounds for Subtrace are not provided.
Market Size
The global log management market is projected to reach $3.25 billion by 2025, providing a substantial market for tools that enhance the efficiency of production issue resolution.

Trypp UX observability for Product Teams
UX metrics and insights to refine post-launch experiences
172
Problem
Product teams struggle to understand post-launch user behavior, leading to a lack of actionable insights for enhancing user experiences and improving the user journey.
Solution
A dashboard tool that automates key usability metrics like Time-on-Task, completion rates, and error rates, providing actionable insights to refine post-launch experiences.
Customers
Product teams and UX designers looking to gain insights into post-launch user behavior and improve user experiences.
Unique Features
Automates key usability metrics like Time-on-Task, completion rates, and error rates to provide actionable insights for enhancing user experiences.
User Comments
Easy-to-use dashboard with valuable UX insights
Helped us identify user journey bottlenecks
Great tool for post-launch optimization
Saves time in analyzing user behavior
Actionable recommendations for improving UX
Traction
Over 500 product teams are currently using Trypp for UX observability
$200k ARR and growing customer base
Positive reviews on ProductHunt and other platforms
Market Size
The global UX analytics market size was valued at $1.6 billion in 2021 and is projected to reach $3.8 billion by 2026.
Product Analytics AI Agent
Get instant product insights from your personal data expert
17
Problem
Users may struggle to analyze and gain insights from their product data effectively. The current situation involves manual analysis, which can be time-consuming and prone to human error.
Solution
An AI-powered agent that assists users in gaining instant product insights by asking natural, simple questions. Users can view real-time key trends like conversion rates and detailed analysis, connecting to Snowflake for further exploration.
Customers
Product managers, data analysts, and business owners seeking efficient ways to analyze and derive insights from their product data.
Unique Features
Natural language interaction for querying data
Real-time key trend visualization
Integration with Snowflake for advanced exploration
User Comments
Saves me so much time analyzing data!
Love how easy it is to get insights quickly.
Great tool for tracking key product metrics.
Intuitive interface and powerful analysis capabilities.
Highly recommend for anyone handling product data.
Traction
Currently acquired 5,000 users since launch
Integrated with Snowflake for seamless data exploration
Monthly recurring revenue of $50k
Market Size
The global market size for AI-powered analytics tools is projected to reach $16.5 billion by 2026, driven by the increasing demand for data-driven insights across various industries.