QueryFox

Ask questions in plain English – get martech insights instantly, no UI digging.

Score: 7.6/10IndiaMedium BuildReady to Spawn
Brand Colors

The Opportunity

Problem

Bloated user interfaces in enterprise analytics martech tools slow down marketing ops teams and prevent quick access to insights.

Solution

QueryFox uses AI to translate natural language queries into API calls for your analytics tools, delivering charts, tables, or summaries in seconds. Skip bloated interfaces; ops teams query 'top converting campaigns last week' and get answers. Supports GA4, Amplitude, Segment for unified querying.

Target Audience

Marketing operations teams in mid-to-large enterprises using analytics martech tools

Differentiator

NLQ specialized for martech metrics with pre-trained prompt templates, beating generic AI tools.

Brand Voice

friendly

Features

NLQ Parser

must-have30h

AI converts text to API queries.

Integrations Setup

must-have20h

OAuth for GA4, Amplitude, etc.

Query History

must-have10h

Saved/re-run past queries.

Viz Auto-Generate

must-have15h

Charts/tables from results.

Team Query Sharing

must-have12h

Fork/share queries with params.

Scheduled Queries

nice-to-have10h

Daily/weekly auto-reports.

Voice Input

nice-to-have8h

Speech-to-query via browser mic.

Advanced Filters

nice-to-have12h

Custom metric suggestions.

Total Build Time: 117 hours

Database Schema

users

ColumnTypeNullable
iduuidNo
emailtextNo
plantextYes
created_attimestampNo

queries

ColumnTypeNullable
iduuidNo
user_iduuidNo
texttextNo
sql_jsonjsonbYes

Relationships:

  • user_id -> users.id

integrations

ColumnTypeNullable
iduuidNo
user_iduuidNo
providertextNo
credentialsjsonbNo

Relationships:

  • user_id -> users.id

API Endpoints

POST
/api/query

Execute NLQ

🔒 Auth Required
GET
/api/queries

List user queries

🔒 Auth Required
POST
/api/integrations

Add integration

🔒 Auth Required
POST
/api/queries/:id/share

Share query

🔒 Auth Required

Tech Stack

Frontend
Next.js 14 + Tailwind + shadcn
Backend
Next.js API + OpenAI API
Database
Supabase
Auth
Supabase Auth
Payments
Stripe
Hosting
Vercel
Additional Tools
RechartsWeb Speech API

Build Timeline

Week 1: Core NLQ

25h
  • OpenAI integration
  • Basic query UI

Week 2: Integrations

20h
  • GA4/Amplitude APIs

Week 3: Viz + history

25h
  • Charts
  • Query save

Week 4: Sharing + auth

20h
  • Payments
  • Team features

Week 5: Schedules

15h
  • Cron jobs

Week 6: Polish

10h
  • Voice
  • Landing

Week 7: Testing

8h
  • Edge cases
Total Timeline: 7 weeks • 133 hours

Pricing Tiers

Free

$0/mo

Basic viz

  • 10 queries/mo
  • 1 integration

Pro

$25/mo
  • Unlimited queries
  • 3 integrations
  • Sharing

Enterprise

$99/mo
  • All + custom AI
  • Unlimited ints
  • SSO

Revenue Projections

MonthUsersConversionMRRARR
Month 1801.5%$30$360
Month 67003.5%$612$7,344

Unit Economics

$30
CAC
$500
LTV
3%
Churn
85%
Margin
LTV:CAC Ratio: 16.7xExcellent!

Landing Page Copy

Query Your Martech Data Like You Think

Plain English → Instant charts from GA4 & more. No more menu mazes.

Feature Highlights

AI-powered NLQ
Multi-tool support
Save & share
Auto-viz
Schedules

Social Proof (Placeholders)

"'Queries in seconds!' – Ops @ BigCo"
"'Game-changer for reports' – Analyst"

First Three Customers

Run Twitter poll on martech threads; Email outreach to 100 GA4 users from Hunter.io; Free access via marops Slack communities.

Launch Channels

Product Huntr/SaaSTwitter #martechHacker News

SEO Keywords

natural language analytics queryAI GA4 insightsquick martech reportsNLQ marketing toolsvoice query analytics

Competitive Analysis

Klipfolio

klipfolio.com
$99+/mo
Strength

Queries

Weakness

No NLQ, clunky

Our Advantage

Conversational AI speed

🏰 Moat Strategy

Fine-tuned AI models on martech data; query template network.

⏰ Why Now?

LLM maturity + martech fragmentation demands instant query tools.

Risks & Mitigation

technicalmedium severity

AI hallucination

Mitigation

Validation layer

financiallow severity

OpenAI costs

Mitigation

Tiered limits

Validation Roadmap

pre-build5 days

User interviews 20 ops

Success: 15 pain confirm

mvp10 days

10 beta queries/day

Success: 4.5 avg rating

Pivot Options

  • Pure SQL generator
  • Voice-only bot
  • Embed in Slack

Quick Stats

Build Time
133h
Target MRR (6 mo)
$800
Market Size
$600.0M
Features
8
Database Tables
3
API Endpoints
4