64 Products
135 Avg Interest
Synvolv Top Launch
0.32 Avg Engagement

64 Analytics products launched in 2026. Products below are sorted by engagement ratio, which weights discussion depth over raw popularity. 50 detailed conversations matter more than 500 drive-by clicks.

2026 2025 2024 2023 2022

Q1 2026

For AI teams who need growth without cost chaos
10

Synvolv gives companies the operational control needed to run AI products at scale. It combines usage visibility, spend oversight, tenant-level budget controls, intelligent routing, and live policy enforcement in one layer. This helps teams improve cost governance, protect margins, reduce operational inefficiencies, and scale AI services with greater reliability, accountability, and commercial control.

Analytics SaaS Artificial Intelligence
Mar 2026 13 discussions 1.30 engagement
Your pre-startup readiness check, powered by AI insights.
14

Generic startup advice is a dead end. SparkUp audits your unique strengths and forge business ideas tailored specifically to your profile. Instantly broadcast your personalized venture to social media to ignite early hype and attract your first believers. Stop guessing and start sparking.

Productivity Analytics Artificial Intelligence
Jan 2026 15 discussions 1.07 engagement
Your 24/7 Profit Protection Agent
14

Metrixon AI is a Governed Decision System for Shopify. While typical tools show passive charts, Metrixon uses autonomous agents to proactively find the "8% Profit Leak" from stockouts and refund spikes. Our dual-agent architecture monitors your store 24/7, turning raw data into financial insights. What stands out is our Materiality Filter, which eliminates noise by only alerting you when a risk exceeds 5% of store health. We use transparent logic, not black boxes, to scale your profit.

Analytics Artificial Intelligence E-Commerce
Mar 2026 14 discussions 1.00 engagement
Track and improve your brand’s visibility across AI search
18

ZeroRank helps brands win visibility in AI Search. As customers shift from Google to AI answers, we track your visibility, give clear actionable insights into what to do next, provide a powerful content engine that allows for easy content generation and content optimization with 1 click or building advanced content workflows.

Analytics Marketing SEO
Feb 2026 17 discussions 0.94 engagement
Universal Revenue Verification Platform
16

VerifyMRR is the secure way to prove your revenue and boost SEO. Unlike competitors that require raw API keys, we use OAuth for Stripe, Polar, and RevenueCat—keeping your data safe. Why us? SEO Power: Get a DR 54+ dofollow backlink & reach 120k+ monthly visitors. Exclusive Connections: Connect Shopify, Paddle, or Chargebee to instantly verify and show your MRR (exclusive to us). Security First: No raw API keys. Ever. Stop hiding your growth. Showcase your success securely and rank higher.

Analytics Developer Tools Tech
Mar 2026 14 discussions 0.88 engagement
Find weak spots in your startup idea. Real data, not vibes.
25

Stop building something nobody wants. We scan 20+ live data sources and show you what's blocking your idea: competitors, market size, demand signals. Every number links to its source. 1,500+ ideas tested, 9 out of 10 weren't ready.

Productivity Analytics Artificial Intelligence
Feb 2026 21 discussions 0.84 engagement
Startup idea validation and market research, decision-ready.
18

IdeaScope turns startup ideas into a structured, AI-powered market research decision pack. Generate and explore ideas for free, then pay only when you run deep research on one idea. Each run produces a 4-part pack: strategy, market sizing, competitors, opportunity map, plus risks, assumptions, and clear go/no-go next steps.

Analytics SaaS Artificial Intelligence
Mar 2026 15 discussions 0.83 engagement
Signal-first startup validation
15

Thinking about building a startup? Get a clear BUILD, PIVOT, or DON'T BUILD verdict, with reasons you can act on. Live signal from Reddit, HN, PH & IndieHackers.

Analytics Developer Tools Tech
Mar 2026 11 discussions 0.73 engagement
Analytics for humans, not engineers
70

OrcaSheets is local-first analytics that runs on your laptop, letting you ask questions in plain English and get instant answers from unlimited data. Automate repetitive work, connect your databases, and eliminate cloud bills–all in a lightweight tool that keeps your data yours.

Analytics Business Intelligence Data Visualization
Feb 2026 41 discussions 0.59 engagement
Track how AI sees your brand FOR FREE
35

openfound.ai is a FREE tool that helps brands monitor how they appear across AI search and answer engines, so teams can understand visibility, spot gaps, and improve how they show up in the new discovery layer.

Analytics Marketing
Mar 2026 20 discussions 0.57 engagement
Clear revenue attribution without complexity
33

Measure revenue by marketing channel to scale your business smarter and faster.

Analytics Data & Analytics Marketing attribution
Feb 2026 17 discussions 0.52 engagement
AI contract compliance analyzer for GDPR, SOC2, and CCPA
10

GRMC.ai analyzes contracts for compliance gaps in GDPR Article 28, SOC 2, and CCPA/CPRA. Upload a contract, get instant gap analysis and remediation recommendations. Built by a legal ops professional with 20+ years and 50+ CLM implementations who saw the gap between CLM AI promises and reality.

Analytics Legal Artificial Intelligence
Feb 2026 5 discussions 0.50 engagement
Know your screen, Locally. Track smarter. Control better.
10

ScreenForge — Free, Open-Source Screen Time for Windows It helps you understand where your time actually goes. It’s a native Windows app that tracks app usage, reveals habits, and turns activity into clear daily and weekly insights. Everything runs locally, no accounts, no cloud, no tracking. Lightweight, quiet, and customizable with multiple themes. Built with Electron and React. Free forever and open source under MIT License.

Productivity Open Source Analytics
Jan 2026 5 discussions 0.50 engagement
Stop Writing Documentation, Start Building Experiences
31

Stepwik is an interactive learning platform that turns dense documentation into hands-on, sequential labs. With Gemini-powered AI authoring and real-time collaboration, we bridge the gap between reading and doing. Transform dry, static guides into interactive, hands-on labs that drive product adoption. Stepwik bridges the gap between passive reading and active doing, reducing user churn and lowering support costs by up to 40%.

Analytics Marketing SaaS
Jan 2026 15 discussions 0.48 engagement
Turn social trends into viral branded content
34

Monitor Instagram and TikTok for emerging trends in real-time, get auto-generated content briefs with hooks and creative angles, adapt viral formats to match your brand voice, track competitor content strategies, and build content calendars backed by actual trending data. Our trend detection helped our first paying customer achieve 3-5x engagement improvements.

Analytics Marketing
Feb 2026 15 discussions 0.44 engagement
Instant SEO audit for any webpage
23

Namespace SEO Studio is a browser extension that performs a full on page SEO audit directly in your browser. Instantly analyze meta tags, content structure, links, images, accessibility signals, and technical SEO factors that affect rankings. The extension runs more than thirty checks across six categories and provides a clear score with actionable fixes. Includes SERP preview, heading structure map, quick win suggestions, scan history, and PDF export. Everything runs locally no API calls.

Chrome Extensions Analytics Marketing
Mar 2026 10 discussions 0.43 engagement
Your AI Product Analyst
12

Magnitude is your AI Product Analyst — connect your analytics and get actionable insights in minutes.

Productivity Analytics YC Application
Mar 2026 5 discussions 0.42 engagement
Track which AI bots crawl your website
12

AI Search Index is the easiest way to see exactly which AI bots are reading your content, which pages they visit most, and how that traffic is growing over time. What you get: - Track 50+ AI crawlers by name (GPTBot, PerplexityBot, ClaudeBot, and more) - See which pages AI agents find most valuable - Understand the split between AI Search vs AI Training traffic - Chat with your data using our AI assistant All in one line of code.

Analytics Artificial Intelligence Bots
Jan 2026 5 discussions 0.42 engagement
SaaS analytics simplified. One email. Every morning.
13

Stop checking Stripe and Analytics 50 times a day. Connect them once, and every morning get one email with your metrics, AI-powered insights, and curated readings matched to YOUR specific challenges.

Analytics SaaS Artificial Intelligence
Feb 2026 5 discussions 0.38 engagement
Spot Profitable iOS Niches
38

Discover profitable iOS app niches before the competition. We track 40,000+ apps daily to find untapped opportunities. Validate ideas with AI, estimate revenue, and find your next winning app.

Analytics SaaS Developer Tools
Feb 2026 14 discussions 0.37 engagement
AI-native SEO analytics & agents
30

Atomic AGI is an AI-native SEO platform with analytics and AI agents built for the AI search era. Track visibility across ChatGPT, Gemini, Perplexity, Claude, and Google, analyze performance and conversions, run technical audits, and deploy agents that automate optimization workflows. Atomic unifies data tracking, processing, analysis, and execution so teams can scale growth across Google and LLMs - without scaling headcount.

Analytics Marketing SEO
Feb 2026 11 discussions 0.37 engagement
Build data wealth: Turns files into McKinsey-level insights
657

Pandada empowers both non-technical operators and data scientists to achieve data wealth. Move beyond "chatting" with data—Pandada turn messy csvs, pdfs, excels files, and even photos into downloadable and shareable McKinsey-level reports and presentations — so you can make better decisions grounded in data.

Analytics Data & Analytics Data Visualization
Jan 2026 225 discussions 0.34 engagement
The new way to quantify your impact in AI‑assisted coding.
18

Chapa redefines how developers measure impact in the AI era. It analyses your last year of GitHub activity across four dimensions — Building, Guarding, Consistency and Breadth — and turns the data into a live, embeddable badge with your archetype, radar chart and heatmap. The badge updates daily, is cryptographically sealed and ready to embed in your README, portfolio, email signature or any website. Try it instantly at chapa.thecreativetoken.com for free today.

Analytics Developer Tools Artificial Intelligence
Feb 2026 6 discussions 0.33 engagement
Make your spreadsheets work like software
15

Struere turns your spreadsheets into live dashboards, automated alerts, and workflows using AI. Built for teams who have outgrown Excel but are not ready for complex and expensive enterprise software.

Analytics SaaS Artificial Intelligence
Mar 2026 5 discussions 0.33 engagement
Transform messy server logs into clean, readable format
22

PrettyLog transforms messy server logs into clean, readable format with syntax highlighting and fast filtering.

Analytics Developer Tools Search
Jan 2026 7 discussions 0.32 engagement
Server-side analytics for AI & bot traffic
128

Agent Monitor captures and classifies AI & bot traffic using server-side data. Across 94M+ visits on 249 sites, 65% of traffic was bots - 24% AI bots like ChatGPT, Gemini, and Claude. None of this appears in GA4. We use transparent server-side signals to classify every visit. Get bot profiles, per-bot rankings, AI assistant traffic, and global benchmarks. Built by an SEO agency that needed real data.

Analytics Marketing SEO
Feb 2026 36 discussions 0.28 engagement
Lovable for forms
22

We built Pine AI because creating forms is still way too manual. With Pine, you simply describe what you need, and AI generates the form instantly, then analyzes responses to give you actionable insights. From job applications to feedback forms, Pine helps you go from idea → data → decisions in minutes.

Productivity Analytics Data
Mar 2026 6 discussions 0.27 engagement
Pre-test marketing decisions with AI consumer simulations
23

DoppelIQ Atlas is an AI consumer simulation engine that lets you simulate behavior at population scale. Instead of collecting opinions from small panels or asking AI personas to “pretend” to be users, Atlas runs 100,000 consumer simulations enriched with real-world attributes. This allows you to test marketing questions at scale with responses that are consistent, explainable, and representative, so you can validate messaging, pricing, and launch decisions before going to market.

Analytics A/B Testing Marketing
Jan 2026 6 discussions 0.26 engagement
Your AI analyst for business performance
327

Genie is an AI analyst built into Databox. Ask questions about your business performance and get instant insights from your data, so your team can quickly understand what’s driving results and take action.

Analytics SaaS Artificial Intelligence
Mar 2026 79 discussions 0.24 engagement
See what your AI Agents are doing under the hood
29

PingPulse is a webhook‑driven workflow debugger that turns simple curl‑style pings into structured timelines for your pipelines, cron jobs, and AI‑agent workflows. It monitors long‑running processes and AI‑driven interactions, then triggers alerts when anomalies or failures occur—giving engineers and AI systems clear breadcrumbs to answer “what broke?” in minutes instead of hours.

API Analytics Developer Tools
Feb 2026 7 discussions 0.24 engagement
A living map of indie hackers around the world
54

Hey guys! As a digital nomad indie hacker, I was wondering where other builders are. I have connection on X but they move here and there often so I want to visualize them. You can mark your location and next destination and see others. And people launch their products on Product Hunt so I made an animation that a rocket is launched when you set your launch date. You can also add your launch post page url so people can vote.

Analytics Marketing Maps
Mar 2026 13 discussions 0.24 engagement
Get mentioned by AI agents
260

Discover how AI platforms perceive your brand. Citable provides AI-powered brand visibility analysis and generative engine optimization (GEO) to improve your digital citability.

Analytics SEO Artificial Intelligence
Jan 2026 58 discussions 0.22 engagement
The Data Hedge Funds Pay Millions For - Now Yours
24

Retail traders finally get institutional-quality alt-data signals, real-time alerts and mock trading for true discipline - See the stocks gaining traction before mainstream coverage - Real-time alerts when sentiment or key data shifts on stocks you track - Understand what drives each signal - Build discipline with Mock Trading: define your thesis, entry and exit before every trade - Learn exactly why you win or lose with auto-logged trade journals - Every signal published with full track record

Fintech Analytics Investing
Jan 2026 5 discussions 0.21 engagement
Ask in plain English. Get accurate answers from your data
718

Ask questions in plain English. Get accurate, actionable answers from all your business data, no SQL, no waiting. Supaboard connects to 600+ data sources and gives your team the power to analyze, decide, and act instantly. Our built-in agents apply your business logic, so the answers you get are not just smart, but right. Fully governed. No data leaks. No technical skills required. Business intelligence, finally for everyone.

Analytics Data & Analytics Data Visualization
Feb 2026 126 discussions 0.18 engagement
Find product gaps & build from bad reviews
132

Spy on competitors · Check 1★ & 2★ reviews · Build the better app.

Analytics SaaS Developer Tools
Mar 2026 23 discussions 0.17 engagement
Forms that feel like conversations
291

Create AI-powered conversational forms in seconds. Build forms with natural language prompts, collect feedback through chat, and get instant AI insights.

Messaging Analytics Developer Tools
Feb 2026 48 discussions 0.16 engagement
From deep analysis to premium slides, agentized
370

For non-analysts seeking deep data analysis and beautiful slides. Our autonomous AI analyst handles cleaning, crunching, charting and storytelling within minutes. Then, rerun the entire analysis on new data instantly—same insights, zero effort.

Productivity Analytics Artificial Intelligence
Feb 2026 58 discussions 0.16 engagement
Easy data visualizations. Embed and share anywhere.
162

Embedful turns analytics into a feature your customers can see and interact with. Build charts, tables, counters, and dashboards in minutes using Google Analytics, Google Sheets, Excel, CSV files or APIs, and share them instantly. Visualizations are interactive by default, and branding can be tailored with your logo and theme colors. They can then be embedded or shared anywhere, making analytics simple and engaging for every user.

Analytics Data & Analytics Data Visualization
Mar 2026 24 discussions 0.15 engagement
All your recurring payments in one place
274

Track renewals, get reminders, view analytics in beautiful dashboards, and use AI to optimize your subscription spending. Discord Bot, Chrome Extension. Email forwarding receipts. Also manage your credit card bills; when I said you can manage all recurring things: I meant it.

Productivity Fintech Analytics
Jan 2026 40 discussions 0.15 engagement
The deferred deep linking tool built for mobile developers
36

Detour is the deferred deep linking tool built for developers, not marketers. It’s an open-source alternative to Branch or AppsFlyer – lighter and simpler. Free to start, easy to integrate, and built for teams who want full control over their linking infrastructure. Handle invitations, referrals, product/user links to create a seamless web-to-mobile flow and analyze traffic.

Open Source Analytics Developer Tools
Mar 2026 5 discussions 0.14 engagement
Growth analytics for the agentic web
558

Track how AI agents and bots interact with your website. Analyze traffic trends by platform, page, and topic. See how this traffic turns into human visits. Get your first insights in minutes - and go deeper once you have your aha moment about how it impacts your product growth.

Analytics SEO Artificial Intelligence
Feb 2026 74 discussions 0.13 engagement
Track every country you've ever been to. Privately.
315

Resurface your favorite travel memories. Keep a beautiful log of where life has taken you. Get the data that matters — days per country for tax residency, visa warnings, Schengen limits. All from your iPhone photos, scanned locally. Nothing ever uploaded.

Analytics Travel
Jan 2026 41 discussions 0.13 engagement
A workspace memory for your Mac for focused work
118

Built for people who wear multiple hats. Designers who also write. Founders who also sell. Developers who also support. Every role needs different apps, tabs, and windows. Ikuna saves each setup and launches it in under 3 seconds.

Mac Productivity Analytics
Mar 2026 15 discussions 0.13 engagement
Your key metrics, as widgets across your Apple devices
151

PulseKit turns your key metrics into widgets across your Apple devices. Instead of opening dashboards just to check if something changed, the numbers you care about stay visible on your Home Screen. Works with tools like Product Hunt, LinkedIn, Discord, DeFiLlama and more integrations on the way. It’s not a dashboard replacement. It’s the layer before the dashboard.

Productivity Analytics Business Intelligence
Feb 2026 18 discussions 0.12 engagement
See the real-time telemetry for objects in Earth's orbit
127

Space is getting crowded—fast. By 2030, over 100,000 satellites will orbit Earth alongside millions of debris fragments. Heimdall is a real-time satellite intelligence platform that aggregates, processes, and renders telemetry for every public traceable object in Earth's sphere of influence—accessible anytime, anywhere.

Analytics Space Tech
Feb 2026 14 discussions 0.11 engagement
Rippletide CLI is an evaluation tool for AI agents
151

Rippletide CLI is an interactive terminal tool to evaluate AI agent endpoints directly from your command line. It generates questions from the agent’s knowledge, supports predefined questions for reproducible benchmarking, and delivers clear hallucination KPIs. Get instant feedback on performance with real time progress, automatic evaluation, and detailed reports.

Analytics Developer Tools Artificial Intelligence
Jan 2026 16 discussions 0.11 engagement
The general data agent
492

Livedocs is a general data agent that can do BI, ML, build dashboards, and write code and queries (anything a human data scientist would do!) Livedocs helps you understand your data instantly. Upload a CSV, spreadsheet, or connect your database, then ask questions in plain English. Livedocs uses AI to generate charts, metrics, and clear answers—no SQL, no dashboards, no setup. Built for anyone who needs insights fast, whether you’re technical or not. Just bring your data and start asking.

Analytics Artificial Intelligence Business Intelligence
Jan 2026 52 discussions 0.11 engagement
Connect Claude or Cursor to audit SEO and suggest changes
107

Stop wrestling with dashboards. FireSEO connects Google Search Console directly to your AI editor (Claude, Cursor). Analyze rankings, spy on competitors, and fix SEO issues—all through natural language conversation. The first "Agentic SEO" workflow

Analytics Marketing SEO
Jan 2026 10 discussions 0.09 engagement
Connect AI agents to governed metadata via MCP
86

AI fails in enterprises not because of models, but because it lacks context. Dawiso’s AI Context Layer turns data catalogs into the semantic backbone for AI. Defining meaning, ownership, access, and relationships. Connected to AI agents via MCP, it enables AI to answer the right question, for the right user, with the right data. This context is generated automatically through metadata scanning and AI enrichment, with human-in-the-loop governance ensuring it stays relevant, and trustworthy.

Analytics SaaS Artificial Intelligence
Jan 2026 8 discussions 0.09 engagement
see and hear bitcoin
73

See and hear Bitcoin tick by tick with real-time microstructure analytics, AI-powered quantitative context, sonic encoding, and live studies.

Analytics Finance Bitcoin
Feb 2026 6 discussions 0.08 engagement
Continuous Improvement for your AI Agent
89

Glass turns AI anomalies into automated improvements through an infinite feedback loop that detects misbehaviors and feeds them into continuous evaluations to refine your agent.

Analytics Developer Tools YC Application
Mar 2026 6 discussions 0.07 engagement
One brain for ad research, insights and testing.
75

Marketfunkers isn’t another AI that spits ideas. It’s a creative intelligence platform that tells you why ads work, why they fail, and exactly what to do next. Upload any ad and get real audience language from Reddit and reviews, pattern detection across ads, clear testing priorities, and one-click briefs. No prompts. No vibes. Just clarity.

Analytics Marketing Advertising
Feb 2026 5 discussions 0.07 engagement
Revenue-first analytics
899

Discover which marketing channels bring customers so you can grow your business, fast.

Analytics SaaS Tech
Jan 2026 59 discussions 0.07 engagement
Universal Music Tracker,Stats, Pretty Visual Journal & Story
78

Tempo tracks listening across 20+ Android music apps (Spotify, YouTube Music, local files) and unifies it into one timeline. Get "Wrapped-style" insights in real-time for any range—today, week, month, all time—plus cinematic story cards built for sharing. All data stays local (no backend), with export/import and Google Drive backup. Connecting Spotify is optional and only for metadata. Deep stats include discovery dates, fan badges, engagement scores, moods, and listening personalities.

Android Music Analytics
Jan 2026 5 discussions 0.06 engagement
Turn raw CSV and JSON into an interactive data canvas
90

A modern spreadsheet and data exploration tool. Analyze and transform your data with ease.

Analytics Spreadsheets Artificial Intelligence
Feb 2026 5 discussions 0.06 engagement
AI agent that builds your data model and answers questions
127

AI analytics tools hallucinate because they query raw tables without understanding your business logic. Cube fixes this: AI agents build your semantic layer automatically, then use it to answer questions and generate reports with no hallucinations. Connect your data, get accurate results in seconds. Built on Cube's open-source semantic layer (19K+ GitHub stars). Free tier available.

Analytics Artificial Intelligence Data
Feb 2026 7 discussions 0.06 engagement
Track revenue, ads, web vitals, & user insights in one hub
93

MetricMap.tech: The all-in-one analytics for SaaS & E-com founders. Stop juggling tools. Track Ads ROI, Revenue (Stripe/Paddle/Lemon Squeezy), and User Behavior in one dashboard. From Web Vitals and Error monitoring to real-time Visitor Maps—get a full view of your product health. Key Features: Ads & Revenue: Connect marketing spend to MRR/Sales. Tech Health: Monitor Web Vitals & Errors. User Insights: Sessions, Events, and Behavior. Privacy-first: Simple setup, no noise.

Analytics SaaS Marketing attribution
Mar 2026 5 discussions 0.05 engagement
The multi-agent system that delivers finished work
151

Superagent is a new AI research assistant that works like a coordinated team, not a single bot. Ask a complex question—like a market, competitor, or investment analysis—and it plans the work, pulls from trusted data sources, and delivers a polished, interactive report you can use immediately.

Analytics SaaS Artificial Intelligence
Jan 2026 7 discussions 0.05 engagement
Open-source LLM tracing for agent visibility
177

Breadcrumb is the Plausible of LLM tracing. Self-hosted, open source, and built for developers who just want to understand what their agents are actually doing without the enterprise bloat of LangFuse or LangSmith. Three lines to get your app traced. An LLM watches every trace and automatically flags issues: wrong tool calls, looping agents, oversized models and cost spikes, all before you even know something's wrong. Ask questions about your traces in plain English and get charts back.

Open Source Analytics Developer Tools
Mar 2026 7 discussions 0.04 engagement

Q2 2026

Free professional link analytics & team-ready QR codes
18

Stop paying $199/mo for basic link tracking. Lito is a powerful, free-forever tool for marketers and creators to track clicks, generate high-quality QR codes, and collaborate with teams. No hidden fees, just pure data.

Design Tools Analytics Marketing
Apr 2026 9 discussions 0.50 engagement
See who's on your site. Right now.
284

We built Sleek because analytics shouldn't require a PhD. Paste one line of code, and within seconds you're watching real visitors move through your site live. No setup headaches, no cookie banners, no noise. Just your data, clean and simple.

Analytics Marketing Developer Tools
Apr 2026 50 discussions 0.18 engagement
AI voice feedback that catches complaints before bad reviews
69

Surveys miss 90% of what people mean. VoiceZero captures anonymous voice feedback via QR code, WhatsApp or phone — no app needed. Customers share 3x more detail than any written survey. AI decodes tone, sentiment, urgency & themes from raw audio in 74 languages. Critical issues route instantly. Weekly AI digests surface hidden patterns. Built for restaurants, hotels, HR & SMBs. Zero-knowledge encryption ensures true anonymity. Free plan included, paid from $39/mo.

Analytics SaaS Artificial Intelligence
Apr 2026 7 discussions 0.10 engagement
RevenueCat stats in your macOS menu bar.
134

Track your RevenueCat revenue from the macOS menu bar. See MRR, subscribers, and transactions at a glance.

Analytics Menu Bar Apps
Apr 2026 12 discussions 0.09 engagement
Your AI agent for ad performance
166

Predflow is an AI agent for performance marketers. It tells you what's happening with your ads, why it's happening, and what to do next. Connect your Meta, Google, and Shopify accounts and get actionable recommendations on creatives, budget, and attribution in minutes.

Analytics Marketing Advertising
Apr 2026 13 discussions 0.08 engagement

Analytics in 2026: The Data

The category contracted by 71% compared to 2025, moving from 218 launches to 64. Average interest score across all 2026 launches: 135. Average engagement ratio: 0.32.

Frequently Asked Questions

More products means more competition for attention. The average drops as a category gets crowded, even if the best products keep scoring higher. That divergence is worth watching.

Use the year navigation at the top of each category page. The trends page for each category also shows top products by year in a single view.

Engagement ratio captures discussion quality. A product can game interest with a well-timed launch. It can't fake 200 substantive discussion threads. We default to engagement ratio because it's harder to inflate.

Highest community engagement at launch, measured by interest score and engagement ratio. These are traction rankings, not editorial picks.

Launch timing matters. Q1 products face different competition than Q4 products. Seasonal patterns affect both launch volume and community attention. Quarterly grouping makes comparisons fairer.

Track Analytics launches

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