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Roadmap · the engine timeline

What's shipping. What's next.

The engine ships in continuous slices. Live today is what real customers see. Q3 + Q4 is what's in active build. 2027 is what we're committing to next. Honest dates, not slide-deck theater.

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Status legend
LIVE
BUILDING
PLANNED
FUTURE
Shipping today

Now live

LIVE
May 2026
A_01

Competitor recon

Continuous monitoring across pricing, hiring, releases, and narrative. Detected diffs become weekly competitor briefs.

Continuous · daily sweeps
  • 14 source types ingested per workspace
  • Pivot alerts within 24h of detection
  • Ships standalone at competitorintelligence.co
LIVE
May 2026
A_03

Positioning

Whitespace detection across customer + competitor homepage diffs. Ranked bets with demand evidence per candidate.

Continuous · weekly sweeps
LIVE
May 2026
A_06

Channels

Channel-fit scoring across 30+ distribution surfaces. ICP density, CAC ceiling, and capacity all factored.

Continuous · weekly sweeps
LIVE
May 2026
A_07

Keywords + SERP

Daily SERP capture, AI Overview tracking, share-of-voice drift. Currently emitting hundreds of events per workspace per day.

Continuous · 6h buckets
  • AI Overview presence + composition
  • Featured-snippet ownership tracking
  • Rank-drop alerts on tracked terms
LIVE
May 2026
A_08

Trend pulse

Hourly listening across X, Reddit, Hacker News, and category sources. Surfaces breakthroughs before mainstream coverage.

Continuous · hourly
LIVE
May 2026
ENGINE_DASHBOARD

Customer Engine dashboard

Per-customer live ops surface with monitor health, agent activity log, and direct view of live RivalScope events.

LIVE
May 2026
AUDIT_V3

Audit deliverable v3

Operator-grade audit report with ASCII visualizations, structured findings, and PDF parity. Same primitive renders to HTML and PDF.

Shipping next

Q3 2026

BUILDING
Q3 2026
A_07_AIO

AI Overview citation tracking

Track citations across ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews. Weekly delta reports per tracked query set.

BUILDING
Q3 2026
WORKSPACE_SEEDING

Per-customer workspace seeding

Engine subscribers configure their competitor list, ICP keywords, and category seeds during onboarding so monitors emit signal from day one.

BUILDING
Q3 2026
WEEKLY_BRIEFS

Resend-rendered weekly briefs

Source-grounded competitor and SERP briefs delivered every Monday. No standups, no slide decks.

On deck

Q4 2026

PLANNED
Q4 2026
A_02

Product taxonomy

Continuous feature/value/format gap analysis. Currently runs monthly with the tactical audit; goes biweekly continuous in Q4.

PLANNED
Q4 2026
A_05

Angle bank

Weekly angle-hypothesis generation backed by ad-library scrapes (Meta, LinkedIn). Pre-test scoring + ranked output ready for paid testing.

PLANNED
Q4 2026
SLACK_ALERTS

Slack alert routing

Workspace-scoped alert subscriptions for high-severity events. Pricing diffs, rank drops, narrative shifts page the right operator.

Beyond Q4

2027

FUTURE
Q1 2027
A_04

Offer + pricing diff

Continuous monitoring of competitor pricing, anchor patterns, and bonus-stack architecture. The hardest agent to automate, gated on legal review.

FUTURE
Q2 2027
API_ACCESS

Public API

Programmatic access to events, monitors, and digests for power users embedding GTMVP signals into their own dashboards or LLM pipelines.

FUTURE
Q2 2027
MULTI_TENANT

Agencies + multi-tenant

Operator workspaces that manage multiple customer accounts. Built on Vercel for Platforms.

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The engine is running. Run it on your category.

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