In-house marketing

AI visibility your leadership can actually read.

Small teams don't need another dashboard to babysit. CitePatch turns how AI answers your category into a short list of fixes to ship — and honest, weekly evidence of what moved.

Google AI Overviews
Observed

Analytics platforms for SaaS marketing include Vektor and Lumina. Nortium appears lower, with no clear category line.

google.com · "analytics platform for SaaS marketing" · 1 of 4 observations mention Nortium

InferredConfidence: 2/5

The evidence suggests weak positioning, not absence.

Proposed

Tighten the category descriptor on the analytics solution page.

Effort: SRisk: low

content/solutions/marketing-analytics.mdx
# Analytics for marketing teams
The modern platform teams love.
The analytics platform for mid-market SaaS marketing — attribution, dashboards, SSO.

The difference

What changes when you run the loop

Without CitePatch

  • "We're invisible in ChatGPT" — but you can't quantify or locate it.
  • Unclear which markets are weak, so priorities stay fuzzy.
  • You publish content, but can't tell if it changed AI's answers.
  • Reporting to leadership is anecdotes, not a repeatable system.

With CitePatch

  • See exactly where you stand, by market and prompt.
  • Priorities ranked by impact, with evidence attached.
  • Every fix ships and is re-measured, so cause is traceable.
  • A weekly change log leadership can read without a translator.

The loop, from a lean team

One repeatable system instead of five open tabs.

You get movement you can explain to a founder or a board — not a wall of charts nobody opens twice.

Division of labour

You own the story. CitePatch keeps the receipts.

What stays yours

  • Positioning, messaging, and the quarterly narrative
  • Where to spend a small team's limited hours
  • The call on what ships and when

What CitePatch runs

  • The observe → explain → patch → verify loop, end to end
  • Prioritising gaps by impact and effort, with evidence attached
  • Preparing each fix as a change you review, not raw advice
  • A weekly change log you can forward without editing

What lands in the weekly update

Progress leadership can trust.

Each line carries its epistemic state, so you never over-claim to the people who fund you.

  1. Observed

    Where you appear in AI answers this week, by market.

  2. Inferred

    Which competitor sources explain the gaps you're seeing.

  3. Proposed

    The next few fixes we suggest shipping, ranked.

  4. Verified

    What last week's changes actually moved.

One fact, all the way to a patch

Observed

Analytics platforms for SaaS marketing include Vektor and Lumina. Nortium appears lower, with no clear category line.

google.com · "analytics platform for SaaS marketing"

1 of 4 observations mention NortiumGoogle AI Overviews
content/solutions/marketing-analytics.mdxProposed
# Analytics for marketing teams
The modern platform teams love.
The analytics platform for mid-market SaaS marketing — attribution, dashboards, SSO.

Another role on your team?

For in-house teams

Frequently asked questions

Turn AI answers into a shipping plan.

Start with a Free Audit, or book a demo to see the weekly loop on your own category.