The architecture

The content system,
not another scoreboard.

A multi-agent content system that deeply understands your brand, finds the gaps across AI answers, search and social conversations, and creates the strategy and the content that close them.

One system · 4 layers

LIVE

Find · write · track

4 / 4 wired

01Brand Brain

The system knows your brand before it writes a word.

Built once from what you have already published, then every draft is held to it. Voice, audience, product truth and positioning stop living in a deck nobody opens.

  • Voice learned from your own material and kept consistent across every draft
  • Audience and buying triggers mapped per segment
  • Product truth held on file so claims stay accurate
  • Positioning so every piece argues for the same brand
See it built on your brand

Brand Brain · voice

Formal
Casual
Minimal
Expressive
Serious
Playful
Technical
Simple
Calm
Warm
Sample

Dermatologist-informed skincare, formulated for your skin profile.

Do

Lead with clear, grounded outcomes. Explain plainly, without jargon.

Don't

No fear-based messaging. No claims without a stated basis.

Built from your published work · drag the tone slider

02Gap Detection

Know exactly where you are missing, and why.

SEO and GEO analysis plus a website diagnosis in one place: every AI answer you are absent from, every keyword you should own, and every page issue that blocks a citation.

  • AI answer tracking across ChatGPT, Google AI and Perplexity
  • SEO visibility with keyword gaps and rival benchmarks
  • A four-pillar website diagnosis with fixes shipped, not just flagged
  • One action plan where every finding becomes work
Get your free audit

Citation monitor · prompt

“best protein supplements in India”

LIVE
ProviderRankStatus

  • ChatGPT

    #2 of 5
    CITED

  • Google AI

    #4 of 8
    LOW RANK

  • Perplexity

    #1 of 6
    CITED

Baseline

19%

day 0

Now

65%

2 of 3 cited

7D delta

+12

citations

Website diagnosis · 4 pillars

Mixed

Overall

52

Technical
20
UX
93
Content
64
External
50

Primary content is JavaScript only, invisible to citation crawlers

Critical · 3 key pages

Fix ready

Missing Organization structured data

Moderate · 8 pages

Queued

42 pages crawled · 10 issues open · 2 quick wins

03Content Lab

From idea to published, one pipeline you can watch.

Every brief in the queue exists because a gap was measured. You can see which gap, what stage the work is at, and what happened after it shipped.

  • Ideas come from your action plan, not a brainstorm
  • Briefs built on live research with every source mapped
  • One brief, many formats: long-form for search, LinkedIn and X posts for the feed
  • Three gates before anything ships: brand alignment, human quality, fact check
See the pipeline on a demo

Content Lab · brief queue

5 IN FLIGHT
BriefStage

  • Best protein supplements in India, compared

    From: unbranded answer gap

    SHIPPED

  • Healthy snack brands for fitness lovers

    From: rivals cited, you are not

    DRAFT

  • Whey vs plant protein: what engines say

    From: search gap, 880 a month

    CITED

  • High protein food brands online

    From: search gap, 2,400 a month

    BRIEF

  • Clean label nutrition: what to check on a label

    From: live social conversation

    SHIPPED

Cited / shipped

2 / 3

Cycle

12d

Gates passed

3 / 3

04Publish & Track

Every piece is followed against the gap it was written to close.

Nothing is published and forgotten. The action plan records what we examined, what we found and what it became, so the reporting is a ledger rather than a highlight reel.

  • A steady publishing cadence, agreed up front
  • Citations, rankings and answers tracked per piece
  • What was fixed stays fixed, and we re-check it
  • Every number traces back to a specific analysis
Get your free audit

Action plan · analysis ledger

TRACKED

What we examined · what we found · what it became

45 buyer questions tested across the engines

6 content briefs

29 unbranded answers name rivals and leave you out

Citation scan across 38 source domains

3 outreach actions

3 authority domains cite rivals only

Website diagnosis across 42 pages

1 engineering fix

Key pages invisible to citation crawlers

Queued 4In delivery 3Shipped 12

Find the gap. Write to close it. Track what moved.

One content system that compounds.

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Built by operators. Engineered for compounding.