From visibility gap to published, posted and listed
The analytics tell you where you are missing from AI answers. The growth engine turns each gap into a scored opportunity with a brief and a draft, across every platform the engines read.
Included on every plan. Nothing is posted or published without you.
One board
Every platform the engines pull from
Scored
Impact, winnability and effort on every card
Brief
Summary, angle and outline before you commit
Drafted
The work written from the evidence, for your review
Gap, brief, draft, done
The same path every time, so deciding what to do next stops being a matter of opinion.
The scan finds the gap
Every scan reads the answers back and notes where you are missing: prompts you lose, pages that beat you, threads and listings the engines lean on while your competitors get named.
The board scores and briefs it
Each gap becomes one card with a priority, the prompts it answers, who is cited instead of you, and a brief: what to make, why it was flagged, the angle that earns the citation, and a working outline.
You review and ship
Start the draft from the card. Articles open in the editor, replies and pitches land on the card for you to post or send. Mark it done and the next scan measures what moved.
One place for everything worth doing
Articles, community threads, directory listings and outreach pitches sit on the same board, scored the same way, so you compare a Reddit reply against a new page on equal terms instead of running four backlogs.
- New, planned and done, as a board or a table
- Priority from impact, winnability and effort, calibrated on real projects
- One article per topic, not one per prompt, so the list stays short
Open a card and know what to make
Every opportunity carries an editor's brief written from its own evidence: which prompts it answers, who the engines cite instead, the page to beat, a two-sentence summary, the angle, and the headings the engines are already searching for.
- Justification from the citations, never from a keyword tool
- The angle names what the cited pages skip
- The outline comes from the questions the engines ran
Priority
Visibility
Cited instead
Prompts
- 1Which analytics tools do Shopify stores actually use?H2
- 2Is GA4 enough for an ecommerce store?H2
- 3What does revenue attribution cost to set up?H2
- 4How the tools compare on channels, cohorts and priceH2
The right move for the gap
Who owns the cited page decides the action. A competitor's comparison gets your own version. A third party's roundup gets a pitch to be added. A thread gets a reply. A directory gets a listing. Homepages, tool pages and videos are dropped rather than dressed up as work.
- Articles on your site for the questions you lose
- Replies, listings and pitches for the pages you cannot own
- Slots held for threads and listings so big publishers do not bury them
Articles on your site
Answer-first pages drafted from the questions you lose
Community threads
Reddit and forum threads the engines already cite
Directory listings
Review sites the engines quote when they compare tools
Pages to get onto
Roundups and guides that rank your rivals and not you
It is allowed to tell you no
Before a draft starts, the engine works out what the answer would need to say for you to win it. If content cannot move that prompt, it says so rather than inventing a claim. An unwinnable target 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
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.
“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.
Wherever the engines pull their answers from
The board follows the citations, so the list is open-ended. These are the moves it produces most.
Articles on your site
Answer-first pages built from the questions you lose and the pages that beat you, self-reviewed and written to read like a person.
Community threads
Reddit and forum threads the engines cite that name your rivals, with a reply that answers the question first. You post it.
Directory listings
Fresh copy for the review sites the engines quote when they compare tools, written from what the answers already say.
Outreach
A short, specific pitch to the author of a roundup that ranks your competitors, with the evidence that you belong on it.
Stop guessing what to do next
Run a scan and get your first board, each card carrying the evidence that produced it and the draft that acts on it.