PRODUCT ROADMAP

Building Momor Search

What is live, what is next, and what we are learning from public Search.

No promises, no deadlines. This roadmap is aspirational. Features ship when they're ready, priorities change based on usage, and some ideas might never happen. That's the reality of indie development.
Progress since June 25, 2025
9
Months Building
26
Core Features
50+
Data Sources
1
Developer

Live Now

The foundation. These work today.

Quick Facts
LIVE

Instant answers for factual queries. Population stats, historical dates, scientific constants — no search needed.

Tech: Knowledge graph, fact verification, confidence scoring
User Authentication
LIVE

Passwordless by design. Magic links, Google OAuth, Apple Sign-In. Zero password reset tickets. WebAuthn/Passkeys next (moderate complexity, high security win). No auth0 tax. Built in-house.

Magic Links, Email Code, Apple Sign-In, Google Sign-In
Video Search
LIVE

Video results for tutorials, demonstrations, and how-tos. YouTube and Google Video results in search.

Tech: Video search integration, metadata extraction, thumbnail display
Dictionary & Definitions
LIVE

Instant definitions with phonetics and usage examples. Word lookups without switching apps.

Tech: Dictionary API integration, pronunciation guides, usage examples
Stock Market Data
LIVE

Real-time stock quotes with current price, change, and market performance.

Tech: Market data feeds, real-time processing, price tracking
Local Business Search
LIVE

Find places near you with locations, hours, ratings, and contact info on a map.

Tech: Location services, map integration, business data aggregation
Output Visualization
LIVE

Dynamic visual results tailored to each search type. Images appear for visual queries, videos for tutorials, maps for places, stock data with prices, definitions with phonetics.

Tech: Dynamic content rendering, media embedding, responsive layouts, result type detection
Calculations & Conversions
LIVE

Daily utility everyone needs. Tips, taxes, units, time zones, mathematical expressions. Natural language in, answer out. Multi-engine calculation system with local and cloud fallback.

Tech: Expression parsing, unit detection, NCalcSync, Wolfram Alpha fallback
Related Questions / People Also Ask
LIVE

After every answer, five follow-up questions appear based on where you're headed. Deciding something? Learning? Comparing options? We suggest what you'd naturally ask next.

Tech: Journey detection, standalone question generation, context-aware suggestions
Voice Search
LIVE

Tap the mic, speak your question. Uses your browser's speech recognition for instant transcription. Same search, same privacy — just faster input when typing isn't convenient.

Tech: Web Speech API, real-time transcription, browser-native recognition
Time Context
LIVE

Understand "last week", "earlier this year", "in the 90s". Makes historical queries actually work. Unlocks thousands of query types.

Tech: Temporal parsing, date entity recognition, historical data routing
Music Information
LIVE

Artist bios, album details, track listings, and discographies. Get music metadata without the Spotify/Genius bloat.

Tech: MusicBrainz/Last.fm API, artist metadata, album indexing
Pricing Tiers
LIVE

Four tiers, honest limits. Free ($0, no account) for everyday questions. Basic ($0, with account) adds more capacity and a taste of Pro. Pro ($20/mo) unlocks advanced models, deep page analysis, and the full toolkit. Max ($200/mo) coming soon with unlimited everything and priority access.

Free: Smart search, no account needed
Pro: Research-grade search, deeper answers
Tech: Stripe integration, usage metering, quota tracking
💰

High Impact Features

Big wins for users. Revenue potential. Do these next.

Directions & Navigation
REQUIRED

Get from A to B with directions, real-time traffic, and transit options. No more switching to a maps app mid-search.

Directions to O'Hare from downtown
Fastest route to work avoiding tolls
Tech: MapBox/Google Maps API, route optimization, transit data
Flight Tracking & Info
REQUIRED

Track any flight in real time. Gate changes, delays, cancellations — everything you need before heading to the airport or picking someone up.

AA 1234 flight status
Flights from Chicago to Miami tomorrow
Tech: FlightAware/AviationStack API, real-time updates, airport data
Movie Search
REQUIRED

Find where to watch any movie or show, check showtimes near you, and read reviews — without bouncing between streaming apps.

Where can I watch Oppenheimer?
Movie times near me
Tech: TMDB/OMDB API, streaming availability, theater integration
File Uploads
COMING SOON

Ask questions about your own documents. Upload a PDF, contract, or research paper and get answers grounded in your content. Simple cases stay light; heavier analysis counts as deep work.

Upload lease agreement → "What's the pet policy?"
Upload research paper → "Summarize the methodology"
Tech: Document parsing, text extraction, RAG pipeline, usage metering
Answer Refinement
COMING SOON

Focused follow-ups on the same result. "Make this a checklist", "explain it more simply", "focus on the cost comparison". Refine without starting over, without turning into endless chat.

"Make this a checklist"
"Explain it like I'm 10"
Tech: Context preservation, refinement detection, response transformation
🏗️

Platform & Business Features

Infrastructure for growth. B2B money. Privacy-first throughout.

Enterprise Workflow Automation
B2B MONEY

Intelligent workflow automation powered by Momor's intent detection. Auto-classify requests, route to the right teams, synthesize answers from internal docs and external sources. Custom agents trained on your SOPs and systems.

Auto-triage support emails by intent and priority
Synthesize answers from company docs + live data
Tech: Intent classification, custom agent tooling, answer synthesis layer, private deployment
Share Links
PRIORITY 1

Viral growth mechanism. Clean URLs for specific answers. Share a search result without sharing your history.

momor.ai/s/abc123 → specific answer page
No account needed to view shared searches
Tech: Stateless result storage, expiring links, no tracking
Teams & Workspaces
B2B MONEY

Enterprise search that respects privacy. Teams can research together, share findings, and build collective knowledge.

Company research library
Shared deep searches for projects
Tech: Multi-tenant architecture, RBAC, SSO integration
Topic Tracking (Privacy-Preserved)
INNOVATIVE

Subscribe to searches without storing history. Get updates when results change. Like RSS for search queries. No data retention.

Track "competitor product launches"
Alert when "flight prices to Tokyo" drop
Tech: Stateless alerts, webhook delivery, hash-based change detection
Export & Documentation
PRO FEATURE

Professionals need deliverables. Export searches as PDF, Markdown, Word. Proper citations for academic work.

Export market research as PDF
Academic citations in APA/MLA format
Tech: Document generation, citation formatting, template system
Search History
SHIPPED

Conversations save automatically when signed in. Delete any thread or clear everything with one click.

Automatic thread persistence for signed-in users
Delete individual threads or clear all history
Tech: Encrypted storage, user-controlled keys, zero-knowledge architecture
API & Webhooks
DEVELOPER FOCUSED

RESTful API from day one. Webhooks for results. Built for developers who hate scraping.

POST /api/search → JSON results
Webhook on search completion
Tech: Rate limiting, usage tracking, OpenAPI spec
🚀

Smart Opportunities

Perfect for synthesis. Underserved markets. Big potential.

Travel Planning

"Best time to visit", "is it safe", "what to pack" — complex queries that need synthesis from multiple sources. Huge market, high intent.

Barcelona vs Madrid for food lovers
Cheapest month to fly to Japan
Tech: Multi-source synthesis, seasonal data, price aggregation
Real Estate Search

High commercial value. Aggregate listings, neighborhood data, school ratings — break the Zillow/Redfin monopoly.

3-bedroom houses under 500k in Austin
Best Chicago neighborhoods for families
Tech: MLS integration, geo-clustering, market analysis
Job Search

Aggregate listings from everywhere, filter the spam, show actual salary data. High-intent users, recruitment revenue potential.

Remote Python jobs paying over 150k
Entry level UX designer positions NYC
Tech: Job board aggregation, salary data extraction, skill matching
...

Wishlist

Nice to have, but not essential. Others do these well enough.

Browser Extension

"Momor this page" - summarize any article instantly. Browser integration for seamless research workflow.

Tech: Chrome/Firefox APIs, content extraction
Package Tracking

All carriers in one place. Unified tracking across multiple shipping providers with normalized status updates.

Tech: Carrier API integration, tracking normalization
Sports Scores

Live scores and game updates. Sports data integration for fans who want quick results without leaving search.

Tech: Sports data feeds, real-time updates