Category
Analytics & Data
39 validated analytics & data product ideas mined from real user pain across the web, ranked by demand score.
Ghost integration with link shortener services that auto-tracks outbound links in articles with location, device, browser, and OS analytics.
for Ghost publishers who want automatic outbound link tracking and analytics without manual link shortener setup.
“Hi fellow ghosts, I’m running a link shortening service called Pxl that is used by a couple of Ghost users and I was wondering if you would be interested in an integration? I can s…”
A time tracking app for variable-income workers that lets users log variable hourly rates, tips, and bonuses per entry to calculate true average earnings.
for Gig workers, service industry employees, and freelancers with variable income who need accurate earnings tracking.
“I do not earn a set hrly wage and this gave the impression I could add my $ in at the end of each log, you cannot, you have to have a set wage per hr, but I cannot add tips or anyt…”
A live connection bridge from Power BI tables/visuals into Excel that preserves filters, columns, and data context in real-time.
for Financial analysts and Excel-dependent users who need governed, real-time Power BI data for analysis without manual exports.
“Proposed enhancement: Allow users to establish a live connection from a selected Power BI table or visual directly into Excel, preserving: Applied filters and slicers Selected colu…”
An automated web scraping and listing monitoring platform that runs daily, deduplicates seen listings, and visualizes real estate or marketplace data in a clean, filterable dashboard.
for Real estate investors, property marketers, and e-commerce sellers who need continuous automated market monitoring and deduplication of new listings.
“This does NOT need to be over-engineered, but it must be: - Stable and automated (daily runs) - Able to track and filter out previously seen listings - Presented in a simple, visua…”
A Jira plugin that snapshots and displays issue status/metrics at any historical date using JQL-like filtering without requiring manual data export.
for Jira teams needing historical reporting, retrospectives, or compliance audits showing issue state at specific past dates.
“Have anyone one on here found a work around for this? ... As others have pointed it out, Jira does not give you this information directly. JQL can only filter issues. The search pa…”
An autonomous AI agent platform that continuously monitors security events, generates compliance reports, collects audit evidence, triages vulnerabilities, and performs vendor assessments without human intervention.
for Mid-market to enterprise companies with security, compliance, and risk management teams (financial services, healthcare, SaaS, tech) that need to reduce manual ops overhead.
“The Work We have a set of recurring tasks — security monitoring, reporting, compliance evidence collection, vulnerability triage, vendor reviews — currently ...”
Open API for Zeffy that enables bidirectional data sync between Zeffy's fundraising dashboard and external CRMs or WordPress sites.
for Nonprofits and fundraisers using Zeffy who want to sync donation and donor data with their own CRM or website without manual exports.
“With modern agentic tools, we can automate the data sync between Zeffy's dashboard and our own CRMs or WordPress sites without needing an official API. It’s time we stop waiti…”
A fully-featured mobile health clinic app with offline charting, fast navigation, persistent session management, and feature parity with desktop reporting.
for Clinical staff at healthcare practices who need to document patient care, review charts, and generate reports from mobile devices during patient visits.
“The mobile app for ClinicSense is often described as slow, limited, and missing key features available on the desktop version. Users experience navigation difficulties, frequent lo…”
A data pagination & streaming layer for n8n that handles large datasets (80k+) without triggering Gateway Timeouts, enabling real-time HTML dashboard rendering with chunked/lazy-loaded data delivery
for n8n + Supabase users building analytics dashboards or reporting tools who need to query large datasets and render them in dynamic HTML without performance degradation or 502 errors
“Building a dynamic HTML Analytics Dashboard with n8n + Supabase: Handling 80k+ rows without Gateway Timeouts (502)”
A habit tracker with automatic cloud sync, local backups, and data integrity checks that guarantees habit history is never lost between sessions.
for Daily habit trackers and productivity-focused users who rely on streak data and historical consistency to maintain motivation and accountability.
“There’s no promise your app won’t just open one day to an empty “start your task” even after months of tracking several tasks DAILY. So annoying, and I won’t be using this app anym…”
An automated web portal scraper and file downloader that logs into retail/distributor portals daily, downloads files on a schedule, and stores them in cloud storage or a dashboard.
for Small to mid-sized retailers, distributors, and resellers who need daily inventory or order data from supplier portals but lack IT resources to build custom integrations.
“We're looking for a reliable, detail-oriented assistant to handle a recurring daily task: logging into a retail/distributor web portal and manually downloading ...”
An AI adoption enablement platform that provides pre-built change management playbooks, user training workflows, and ROI tracking specifically for HR software implementations.
for HR operations leaders and CHRO buyers selecting or implementing AI-powered HR platforms who lack internal change management expertise; implementation consultants selling HR software
“Around 19% of all reviews in AI-related HR categories mentioned AI adoption or implementation concerns in the “What do you dislike?” field on their reviews.”
A time tracking app with guaranteed data portability, transparent backup policies, and user-owned data storage (cloud or local) that survives subscription changes.
for Freelancers and small business owners who rely on historical time tracking data for invoicing and business decisions, and have been burned by subscription-model data loss.
“I few years I paid the lifetime subscription but the with new subscription plan, they removed automate backup— I lost my all data”
Bulk export feature in Ahrefs that allows users to export all ranking URLs (not just top results) for multiple keywords at once from cannibalization reports.
for SEO strategists and content teams managing keyword cannibalization issues across large keyword sets who need to batch-export ranking URLs for analysis.
“If you want to export all ranking urls for a specific keyword, you need to do this for each keyword in the report. It should be available in the export to assign 'export multi…”
A no-code workflow builder and management dashboard that simplifies creation and debugging of multi-step Zapier/Make/Pabbly automations with visual debugging and template library.
for SMBs and startups using no-code automation tools who need faster setup, maintenance, and troubleshooting of integration workflows.
“I will fix or create one workflow with up to 2 steps using Zapier, Make, or Pabbly Connect. ... I will set up zapier, make, and pabbly connect automations. N ...”
A low-code Excel/spreadsheet automation platform that links multiple workbooks, auto-generates formulas, and creates self-refreshing master dashboards with RAG indicators.
for Mid-market finance, operations, and accounting teams that manage multiple interconnected spreadsheets and need recurring dashboard updates without manual intervention.
“(there's 4 businesses in total each with 2 workbooks per a business that need to feed into each other and then a master) I’m looking for an experienced Excel freelancer to hel…”
Version control system for Make.com scenarios allowing branching, history tracking, and designated active versions without affecting live workflows.
for Make.com workflow builders who need to test scenario changes safely before deploying to production.
“I would like to modify a scenario without taking it into use. A way to do this is to have different versions of a scenario and then determine which one is active. Then you also hav…”
An Excel-native audit dashboard generator that auto-refreshes with configurable charts (line, bar, pie) and ageing analysis without external add-ins.
for Internal audit teams in regulated industries (banking, finance, insurance) that need trend monitoring and issue distribution reporting within Excel.
“• The dashboard tab must refresh on demand and display a blend of line graphs, bar charts and pie charts that together tell a clear audit story for our banking environment—trend ov…”
Multi-level hierarchical filter UI for operations monitoring dashboards enabling nested category/instance selection without requiring manual dashboard rebuilds.
for NOC engineers and SREs managing complex infrastructure who need flexible real-time metric filtering across categorical hierarchies.
“Pulse is used primarily by our NOC to review current load as well as historical loads. Real-time high-resolution metric monitoring. Data can be collected and viewed at 1-second res…”
A time tracking app with best-in-class export functionality offering multiple formats (PDF, CSV, Excel, plain text) with customizable templates and clean, professional output.
for Freelancers, consultants, and agencies who track time in an app but need to export billable hours to clients, accountants, or project management tools regularly.
“If your goal is to keep everything that you do on this app within this app then it's great but if your goal is to export the data that you collect with this app, you will be annoye…”
Automated appellate docket monitor that tracks Ninth Circuit (or any court) case filings and sends weekly/bi-weekly summaries via email.
for Law firms, solo practitioners, and legal departments handling appeals who need continuous docket monitoring without manual weekly checks.
“7 days ago · This is a simple recurring task. I need someone to check the appellate docket once per week or once every two weeks and send me a short update ...”
A mobile-first field service platform that replaces paper forms with digital capture (signature, photos, GPS, timestamps), auto-generates PDFs, and powers a live operations dashboard.
for Field service, construction, maintenance, and logistics companies replacing paper-based workflows with digital job capture.
“Requirements: * same/similar layout as current paper form * customer signs directly on phone * photos attached to booking * timestamp + GPS recorded * PDF automatically generated *…”
A transparent time-tracking app with a free tier that never locks existing data, offering premium features (reports, exports, team collaboration) without artificial feature gates after trial periods.
for Freelancers, contractors, and small business owners who need reliable time tracking for billing but resent sudden paywalls and loss of functionality after free trial periods.
“Works pretty well but stops working after 21 days without a subscription. Old data is still accessible but nothing new can be added. No warning.”
Loan management system SaaS with origination, underwriting, servicing, and borrower portal automation.
for Community banks, credit unions, peer-to-peer lenders, and alternative lending platforms.
“I will build a loan management system lending software credit platform with dashboard. D dhikirllahmuina. D dhikirllahmuina. Muina. build a loan management ...”
SDK and integrated context capture tool for bug reporting that embeds directly into applications.
for Product managers and developers using feedback/bug tracking tools who need programmatic integration and rich context collection.
“Rating 5.0(22)Mar 13, 2026 · “It lacks a few features that I believe are going to be considered such as integrated context capture for bug reporting and an SDK to ...”
SaaS music distribution platform automating artist onboarding, track metadata management, DSP integration, and royalty tracking with real-time analytics.
for Independent music labels, aggregators, and digital music distributors managing multi-artist catalogs and DSP payouts.
“I propose developing a robust Music Distributor Dashboard that streamlines artist onboarding, track uploads, metadata management, and royalty tracking in one secure platform. The d…”
Low-code data transformation and visualization tool that auto-generates interactive dashboards with charts, filters, and KPIs from raw datasets on a recurring schedule.
for Finance, operations, and analytics teams in mid-market companies that need frequent dashboard updates without manual data processing.
“I will process, format and transform these data into useable information. Based on your requirement, I will include filter, dropdown selection, charts, and graphs. I am experienced…”
Native CSV export feature or Power BI connector that enables bulk export of all organization tasks with custom fields for advanced analytics and reporting.
for Enterprise and mid-market Asana users who need advanced reporting and business intelligence on task-level data across their organization.
“Hi all, Can anyone share information on the ability to export all Organization tasks including custom fields to Excel for advanced reporting? I know there is a Google Sheets integr…”
A cache hit/miss visibility dashboard for LiteSpeed Cache that shows real-time cache serving status per page/user role and alerts when logged-in users are unexpectedly bypassing cache, with debugging rules to identify conflicts.
for WooCommerce and ecommerce site operators using LiteSpeed Cache who experience unexpected CPU spikes due to cache bypass issues affecting product pages.
“Replies: 39 Hi there We are getting reports of CPU spikes on websites that use LSC, and we are told it is because the pages loading, mostly Product, are not loading cached versions…”
Automatic email frequency capping engine that lets subscribers self-select send cadence (weekly/bi-weekly/monthly) with automatic profile suppression and re-activation based on chosen intervals.
for E-commerce and SaaS marketers managing large subscriber bases who want to reduce unsubscribes by offering frequency control instead of binary opt-out.
“An amazing feature would be automatic email frequency preferences - essentially how its currently done with unsubscribes, when a profile chooses to unsubscribe from emails then Kla…”
A flow diagnostics dashboard showing all messages in a flow with delivery status and recipient list, plus a manual send button to push stuck or delayed emails to stuck subscribers.
for Klaviyo flow operators troubleshooting stuck sends and needing visibility into which customers received which flow emails.
“I REALLY wish I could a) manually push an email out to the people in the flow (if it gets stuck like in this example) and b) easily see on ONE page all the messages in the flow and…”
Incremental refresh policy that separates partition detection logic from update detection, allowing different timestamp columns for splitting vs. change tracking.
for Power BI/Fabric users managing large datasets with frequent updates who need efficient incremental refresh without full refreshes on every change.
“I divided my 5 years of data to 60 monthly partitions and configured Power BI to get 60 months worth of data based on "CreatedAt" field but to detect data changes (in eac…”
Multi-source data binding for Glide custom screens that allows components to reference and display data from multiple tables without restricting to a single page source.
for Glide developers building dashboards or complex layouts that need to surface related data from multiple tables on a single page.
“I often find myself trying to create a dashboard that uses a variety of components that reference different tables in my data. However, I’m restricted to only referencing data that…”
A reliable time tracking app with real-time job availability sync and persistent data integrity that never loses entered time entries.
for Field service workers, contractors, and shift-based employees who need dependable time logging for payroll/billing accuracy
“For the last month and a half I’ve had nothing but problems with this app not allowing me to pick jobs that should be available, putting time in one day and it’s missing the next. …”
Form search and tracking tool that indexes HubSpot forms by formid and tracks their placement across non-HubSpot CMS platforms.
for HubSpot users embedding forms on external CMS platforms who need visibility into form usage and performance across distributed properties.
“Is there a way to find forms using formid? I’m using some forms on some landing pages in CMS (non-Hubspot) and so they don’t appear under the “Appears On” column in Hubspot. I see …”
An analytics platform that correlates server logs or tracked visitor sessions with purchase data to profile buyer behavior and acquisition patterns.
for E-commerce site owners and digital marketers who need to understand what visitor behaviors and channels lead to conversions.
“I'm looking for software that can analyze my Apache log files (or some other source) and tell me, from the visitors that actually bought something from my site, some profiling info…”
A Jira plugin or integrated module that provides native OKR/goal tracking hierarchy with bi-directional linking to issues, eliminating the need for external OKR tools.
for Engineering leaders and product managers running OKR frameworks who use Jira as their primary work system and want to avoid tool fragmentation.
“If you're running OKRs and already living in Jira, you don't need another tool. You need a clear structure. Here's the end-to-end playbook I wish existed when I star…”
Booking and scheduling SaaS with integrated WhatsApp messaging automation for appointment confirmation and reminders.
for Service businesses (salons, consultants, fitness studios, clinics) that need online booking with client communication workflows.
“My Approach: React frontend for fast, clean booking pages & dashboards. Node.js/Firebase backend to handle bookings, availability, and user data. Unique booking links with 1-ho…”
Excel automation-as-a-service platform that builds custom formulas, Power Query pipelines, and scheduled report generation from plain-language business requirements.
for Small finance teams, accounting firms, and operations departments using Excel for daily reporting and routine calculations.
“I am Microsoft certified Ms Excel Specialist, I can help your business in terms of Business reports with below tasks * Making of Complex MS Excel Formula and calculation of Excel s…”