02Why this is useful
Your team can see some of the questions traders ask, but not all of them, and not where each answer belongs. Manufactura builds the complete list, gives every answer one home and counts who AI assistants name today. Your team builds the answers knowing which pages matter.
What you can do when it arrives
Your team sees which questions each page must answer, adds the answer boxes and checks the count after the change.
What this makes possible
A site that answers what traders actually ask, and a way to see whether AI assistants name you for it.
03How Manufactura maps your questions
The examples below use a fictional forex broker that serves Spain and the United Kingdom. They illustrate the steps and report no real client, page or answer. The same steps serve prop firms, trading creators and affiliates.
- 1
Collect every wording traders use, from every source you can reach.ExampleFor the fictional broker, collect the ways traders ask about EUR/USD spreads in Spain and the United Kingdom.
- 2
Group the wordings so one question covers each answer, with nothing left over.ExamplePut the spread searches, the cost searches and the commission searches for EUR/USD into one question about its trading cost.
- 3
Add sources one at a time until two in a row add no new question.ExampleStop once the forum questions and the support inbox add no question the earlier sources missed.
- 4
Name the main page for each question and list every other page its answer belongs on.ExampleThe EUR/USD cost question lives on the account types page, and the Spain page shows the same cost in its row with a link.
- 5
Write a one-sentence answer and its check date for each main question.ExampleThe account types page opens with the EUR/USD cost question, the approved cost and the day your team checked it.
- 6
Ask every question of each AI assistant from each country, and record who is named.ExampleAsk the Spain questions from Spain and record whether the answers cite the broker or a review site.
- 7
Repeat the count with the same questions after your updated pages have been live for some weeks.ExampleCompare the Spain answers from before the answer boxes went live with the answers a few weeks later.
- A question list is complete only when new sources stop adding questions.
- Each answer has one main page; other pages show the same fact from the same data.
- An AI count compares like with like only when the questions and countries stay the same.
04Ready for your team
What you provide
What changes for your business
- Your audience, so the questions come from the traders you actually want.
- The countries you serve, so each country's questions are asked from inside it.
- Your approved claims and compliance limits, so every answer stays inside what your reviewer allows.
- Your pages, so each answer goes where your traders already land.
What this does not cover
Manufactura does not publish to your site. Country availability and regulated wording come from your approved records.
When to use this service
Run it once to build the map, then repeat the count some weeks after each round of page changes.