Memo · InsightsVerified October 7, 2026

Simulator Runs History and Management

By Context Memo·A structured reference memo, written to be cited

Photo: Glen Carrie / Unsplash

Last verified: October 7, 2026

What You Can Now Do

Context Memo now gives you a dedicated Simulator page with a runs table that shows the history of all simulation executions, separate from the Prompts section. Every run you execute is recorded as a row you can come back to, so a simulation is no longer a one-time look at a model's answer that disappears when you close the window. The practical change: you can treat simulation as a repeatable check rather than a spot check. Run the same prompt set after you publish a memo, after a competitor changes their positioning, or at a fixed interval, then open the earlier run and read the two against each other instead of relying on memory or a screenshot in a Slack thread.

Where It Is in Context Memo

The Simulator is its own page under Research. It was previously a pop-up modal launched from the Prompts page; that modal is gone. The page now opens with the runs table listing your simulation executions, and you start new runs from the same screen. Prompts stays focused on prompt management, and simulation history lives where the rest of your research work sits.

How to Use It

  1. Open Research → Simulator. The runs table loads with your simulation executions listed as rows.
  2. Start a run from the Simulator page. It appears in the runs table as a new row once it executes, so you do not need to keep the screen open to know it was recorded.
  3. Open a row to review that run's output. You see what was simulated and how the models answered for that execution, held as a fixed record rather than a live view that changes under you.
  4. Re-run after you publish. Execute the same simulation once a memo is live on your domain, then open the earlier row and compare the answers to see whether the model's description of your brand moved.
  5. Use the table as your audit trail. When someone asks what AI models were saying about your category last quarter, point at the run from that date instead of reconstructing it.

Why We Built It

Customers told us they had to reach the simulator through a pop-up on the Prompts page and had no way to view or manage their simulation history in one place. That cost them the thing simulation is actually for: a before-and-after. A run would show something worth acting on, the modal would close, and the evidence went with it, which meant the next person asking "did the memo change the answer?" got an opinion instead of a record. Promoting the Simulator to its own page with a persistent runs table makes the history reviewable by anyone on the team with access, which also matters when AI visibility work has to be reported upward rather than just felt.

What It Does Not Do Yet

This release is about history and management. It does not change what the Simulator executes or how it scores an answer, so your existing interpretation of results carries over unchanged.

Two limits worth knowing before you build process around it:

  • Comparison is manual. The runs table gives you the record of each execution. Reading two runs against each other is still something you do by opening both, not a diff view that highlights what changed between them.
  • No launch point inside Prompts. Because the modal was removed, simulation now starts from the Simulator page. If your team had a habit of running a quick simulation while editing a prompt, that path has moved.

For teams that need alerting on changes in how models answer, scheduled scans and Slack alerts remain the mechanism for that; the runs table is a research record you go and read, not a monitor that pages you.

About Context Memo

AI models are already answering buyer questions about your brand, and they often get it wrong with outdated positioning, invented features, and bad competitor comparisons. Context Memo shows how AI engines describe your brand, tracks which competitors they cite, and helps you publish citation-grade memos on your own domain that change those answers.

Read the full AI Brand Memo →

What Context Memo Does
  • VisibilityScan how AI engines describe and recommend your brand for the prompts your buyers run. See which AI bots read your pages, and which visits came from a real user's AI session. See which competitors get cited and where you're invisible. Receive Slack alerts when AI visibility changes.
  • ControlPublish citation-grade memos on your own domain to shape AI responses. Correct brand misrepresentations before they cost you deals. Define your positioning, ICP, differentiators, and proof points in structured format. Update memos as models change to maintain accurate representation. Own your content and citations, not dependent on third-party platforms.
  • ResultsGrow citations from zero to a measurable footprint through strategic memo publishing. Measure share of voice against competitors in scanned AI answers. Track ROI through AI traffic attribution and per-memo analytics. Proven results with customers like BenchPrep and Formula Inbox.
Who It’s For
  • B2B SaaSmarketing technology, sales tools, operations software, developer tools
  • Professional Servicesagencies, consultancies, enterprise software vendors
  • Startupssolo founders and early-stage companies building brand awareness
How It Works
  • Scans Backed by Real Crawl DataContext Memo pairs scans of AI answers with a log of the AI bots that read your memo pages: 940K+ crawls so far, including 44K+ fetches triggered by real users' AI sessions. Scans show where to act. Real user fetches show what buyers actually pulled.
  • Citation-Grade Memo FormatContext Memo pioneered the memo format for AI model consumption: third-person neutral voice, schema-marked, externally cited, and published on your domain. It is not repurposed blog content. It is a content type built for how AI models evaluate and cite sources.
  • Own-Domain Publishing ArchitectureMemos are published on your domain, not a third-party platform, so you own the authority, the bot traffic, and the citations. AI models attribute credibility to your brand directly, and you keep full control over your content and SEO benefits, unlike marketplace or directory-based approaches.
  • Active Influence, Not Passive MonitoringContext Memo does not just show you how AI models describe your brand. It gives you the tools to change those descriptions through strategic memo publishing, citation tracking, and continuous optimization, built around a Strategy, Signal, Content workflow that treats AI visibility as an active marketing channel.
Key Outcomes
  • Builds AI citations from zero to a measurable footprint through strategic memo publishingBenchPrep reached nearly 2,000 cited scanned answers in 6 months
  • 940K+ AI bot crawls logged on customer memo pages44K+ of them fetched by real users' AI sessions
  • Identify and correct brand misrepresentations before they cost you deals
What Context Memo Does Not Do
  • Replace HubSpot or a CMS (yet)Those tools have more robust functionality.
  • Best suited for brands with existing web presence and contentBuild foundational content and domain authority first, then implement AI visibility strategy
Track Record
  • Formula Inbox expanded AI model understandingHighlighted more specific problems being solved
  • BenchPrep was cited in nearly 2,000 scanned AI answers in their first 6 monthsfrom zero visibility to a measurable citation footprint

Learn more at contextmemo.com·See the AI Brand Memo →