For content teams

Write the pages AI actually cites

Stop guessing what to publish next. Every brief starts from a prompt you are losing, the answers the engines currently give, and the exact pages they read instead of yours.

Content opportunitiesrefreshed each scan

GA4 vs dedicated ecommerce analytics

Losing promptScore 94
Generate

Cheapest analytics tool for small stores

Weak promptScore 81
Generate

Get listed on G2 ecommerce category

Source gapScore 76
Generate

Integrations coverage

Topic holeScore 64
Generate

5

Detectors filling the backlog

Scored

Impact × winnability ÷ effort

Sourced

Every brief carries its evidence

In app

Draft, edit and publish

The problem

The content calendar became a guess again

Keyword volume used to be a reasonable proxy for what to write. Now the question that decides a purchase might get asked five hundred times a day inside ChatGPT and appear nowhere in a keyword tool at all.

  • AI search volume for the questions people actually ask
  • Intent and difficulty, so you know what kind of page can win it
  • Sample the live answers before committing a tracked prompt to it
Prompt researchAI search volume
PromptAI volumeDifficulty

best ecommerce analytics tool

Commercial
18.4k72

shopify analytics not accurate

Problem
9.1k34

how to attribute ecommerce revenue

Informational
6.7k41

is GA4 good for ecommerce

Comparison
4.2k28

Sampled live. Nothing is written to your monitored data until you press Track.

Track

Prioritisation

A queue that ranks itself

Every scan produces a scored list of what to write next: impact multiplied by winnability, divided by effort. The top row is genuinely the top row, and you can start it without doing the research first.

  • Losing prompts, weak prompts, source gaps, topic holes, unowned research
  • Dismiss or start any row without losing that state on the next refresh
  • Arrive pre-filtered from a gap analysis handoff
Content opportunitiesrefreshed each scan

GA4 vs dedicated ecommerce analytics

Losing promptScore 94
Generate

Cheapest analytics tool for small stores

Weak promptScore 81
Generate

Get listed on G2 ecommerce category

Source gapScore 76
Generate

Integrations coverage

Topic holeScore 64
Generate

Briefs

Written from the answer, not from a keyword

Generating an article assembles an evidence pack first: the live answers from all five engines, the specific competitor pages those engines cited, and the related searches they ran. That is the outline, already sourced.

  • Live answer text and citations attached to the brief
  • Related searches used as the section structure
  • The competitor pages that earned the citation, and what each covers
Gap analysiscompetitors cited, you are not

g2.com/categories/ecommerce-analytics

Score 94
ListicleUsed by 4 competitors312 retrievals

reddit.com/r/ecommerce

Score 81
DiscussionUsed by 3 competitors244 retrievals

capterra.com/ecommerce-analytics

Score 73
ComparisonUsed by 3 competitors187 retrievals

shopify.com/partners/directory

Score 58
ProfileUsed by 2 competitors121 retrievals

Honesty

It is allowed to tell you no

Before drafting we work out what the answer would have to say for you to win it. If content cannot move that prompt, the model is instructed to say so rather than invent a claim. A target you cannot hit is worse than no target.

  • A concrete target answer, or an explicit note that there is not one
  • Prompts decided by price or market position routed away from writing
  • No fabricated claims on a page whose whole job is to earn trust
What we want the answer to say

GA4 vs dedicated ecommerce analytics

Target answer

Northlane should be named as the option for teams who need revenue attribution GA4 cannot do without a warehouse, with setup measured in minutes rather than weeks.

Not feasiblea different opportunity

“Cheapest analytics tool” is decided by list price, not by content. Writing a page will not win this one.

The model is instructed to refuse rather than invent a claim it cannot support. A goal you cannot hit is worse than no goal.

Draft and publish

A real editor, not a text box

Watch the run move through research, cluster selection, brief and draft, then take over. Block-level AI rewrites, an assistant that has the article and its evidence in context, and publishing from the app.

  • Notion-style editor with block transforms and AI rewrite tools
  • An SEO review engine that re-scores as you edit
  • Publish in app, or take the draft to your own CMS
Article runresearch → draft → publish
ResearchClusterBriefDraft

Evidence pack

Live answers from 5 engines, the 4 competitor pages they cited, and the related searches used as the outline.

Notion-style editor · AI rewrite · assistantPublish

Also included

The rest of the content workflow

Everything between finding the gap and getting the page live.

Keyword lists

Research buckets with volume and intent, refreshed on a schedule, feeding traditional SEO generation alongside the AEO loop.

Campaigns

Group related articles so a push around one theme is planned and reviewed as a single unit rather than a pile of drafts.

Write from any prompt

Every row in the prompts table and every prompt detail page has a Write article action that carries the evidence with it.

SEO review engine

An original, Yoast-informed review that scores the draft live, so the page is sound for classic search as well as AI.

Article assistant

A chat panel inside the editor with the brief, the evidence and the draft in context, for rewriting rather than starting over.

All articles in one place

Drafts and published pieces for the project, with the run behind each one still inspectable.

The outline

Structure taken from the engine, not invented

The related searches captured during the scan become the sections, so the page answers the sub-questions the engines are actually searching for.

Related searcheswhat engines looked for

Searches captured

4,912

↑ 18%
Branded34%
Shopping22%
Generic44%

best ecommerce analytics tools 2026

Generic47

northlane pricing

Branded31

everline vs northlane

Branded28

shopify analytics app reviews

Shopping22

ecommerce attribution software

Generic19

Get your first ranked backlog

Run a scan and see what to write next, with the evidence for each row already attached.