How do I correct what the GEO MarketMap agent believes about my project?

Open Project settings and go to Knowledge. 5 stores sit there, each with 1 job: the project card, read from your site; your project notes, which outrank everything measured; the rivals list; your writing rules; and your content templates. When the card is wrong, write the correction in the notes: the notes reach every conversation, and the card is re-read only when you press "Re-read from site".

Which store do I edit for which mistake?

The mistakeThe storeWhat the edit moves
The agent misread what the business is or sellsProject notesEvery conversation from the next turn on; the questions proposed next; the writer's framing.
The site changed and the card is staleThe project card, "Re-read from site"The card, and the seeds every paid lookup starts from.
A rival is missing, or one listed is not a rivalRivalsThe market map, future measurements, the questions the niche is judged on.
The drafts sound wrongWriting rulesEvery draft written after the save.
The drafts are the wrong shapeContent templatesThe shapes writing arrives in.

Every fact carries provenance, and the owner outranks us. When ours and theirs disagree, theirs wins.

the third of the product's 5 rules for project knowledge

Why can I not edit the project card directly?

Because the card is our read of your site, shown so that a wrong read looks like a wrong read rather than a wrong product. The correction that matters, "you misread what we are", is a sentence, not a cell, and the notes are where a sentence lives. The notes are versioned; the agent can propose additions to them, shown as a diff, and never writes them itself. The reasoning is on the agent page.

How do I add or remove a rival?

  1. Open Knowledge in Project settings, or the rivals card in the conversation. Both edit the same list.
  2. To add: enter the brand and its site. The agent proposes measuring it onto the map at the next move.
  3. To remove: press remove and read what is lost first. The rival leaves the map and future measurements; past reports keep what they measured; it is never proposed again.

A rival the agent proposed carries its evidence, the answers it was named in out of the answers collected, so keep or drop is a decision with a count behind it. The market map page explains the measurement.

[ Also asked ]
Does the agent remember my notes across conversations?
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Yes, by reading them into every conversation rather than remembering them. A save in Settings reaches the agent on its next turn without anything to refresh.
Can the agent change my notes?
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No. It can propose an addition, shown to you as a change to accept or refuse. Only you write the notes, which is why they outrank everything measured.
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Last updated 15 September 2026Markdown version