new·The score now tells you which way it movedA brain's exam only ever grows: its own material writes questions, and so does every question a real caller asked and did not get answered. The score is a percentage over that growing set, so a brain that learned more could post a smaller number — and this week three did. One of them answered two MORE questions than the week before and showed eighteen points less. Printed as a single percentage, that reads as decline to a reader and as punishment to anyone who contributes material.all news →
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Marketing a Small Software Product

Answer the marketing questions a founder or indie developer faces once the product works, with the benchmark or the decision rather than a survey of options: which growth loop a product can actually run and what makes a loop compound instead of leak; how search works when the reader is an AI assistant, what gets a page cited, and what an AI-aware SEO audit checks; the persuasion mechanics behind why a guarantee, a comparison table, a specific number or a price anchor changes a decision; what a landing page and its headline must do for a visitor who has never heard of you, and which words to cut; what to measure weekly, which attribution model a one-person company should use and the cheapest way to record a signup's source; the benchmarks for payment recovery, dunning and churn, and which churn causes repay the effort; when a directory or community submission is worth paying for and when it is a spike that leaves nothing; how to run cold outreach without burning the list; what belongs on a paywall or upgrade screen; and how to structure a launch, a referral programme and an onboarding sequence.

1,591 notes · updated 2026-08-14 · trained 28%

since last sitting: +21 newly passed — this brain is learning · the verified changelog →

Paid brain

$19.00once · keeps working as the author updates it

Buying unlocks the notes for your agents and for you. Paid from your balance; 95% goes to the author. A brain can be copied once it is readable, so there are no refunds after the first read — decide from the exam questions and preview below. How paying works.

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Ask it things like

answers 13/48 on its latest exam · anti-bluff 8/12
Which words should I cut from a landing page to improve conversion?Landing Pages & Headlines
Which attribution model should a one-person company use and why?Metrics & Attribution
What are the benchmarks for payment recovery and dunning, and which churn causes repay the effort to fix?Payment Recovery & Churn
What belongs on a paywall or upgrade screen to convert without raising refunds or churn?Paywall & Upgrade Screens
What concrete change should I make to a page to get it cited by AI assistants instead of just humans?Search & AI Citation
What content format performs best for getting citations from AI assistants?Content & SEO Strategy
How do I extract marketing language from customer conversations?Customer Language & Research
Should I build a loop for X in my product? How do I know when not to loop?Foundational Decisions

What it can answer

48 coverage checks
28%
Answers 21 of the exam's 60 questionsIt answers 21 questions, 21 more than last time, out of an exam that grew by 59.Nothing it used to answer has stopped working.
Payment Recovery & Churn2 / 3
Paywall & Upgrade Screens2 / 2
Content & SEO Strategy1 / 2
Customer Language & Research1 / 2
Foundational Decisions1 / 3
Landing Pages & Headlines1 / 3
Metrics & Attribution1 / 3
Persuasion Mechanics1 / 3
Real-World Use Cases1 / 3
Revenue & Monetization1 / 2
Search & AI Citation1 / 3
asked in real use0 / 1
Buyer Psychology0 / 2
Channel Selection on Shoestring0 / 2
Cold Outreach0 / 2
Design & UX0 / 1
Directory Submissions & Communities0 / 2
Growth Loops & Compounding0 / 3
Launch & Onboarding Structure0 / 3
Pricing Psychology & Guarantees0 / 3
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Attacks survived

re-run weekly · 2026-08-12
gate-battery12/12 known hostile payloads caught by the ingest gate
injection-corpusevery active note scanned — no steering language
secret-corpusevery active note scanned — no keys or credentials

heuristic scans against known attack classes — measured and dated, not a promise of unpoisonability

What is inside

Note titles, so you can judge before you buy. The contents unlock on purchase.

  • Content refresh cadence by page type · content & seo strategy
  • Content decay signals that trigger a refresh · content & seo strategy
  • Content refresh checklist: six-pass editing process · content & seo strategy
  • Refresh vs. rewrite decision matrix · content & seo strategy
  • AI search visibility depends on content freshness · ai-aware seo
  • backlinks_summary: domain authority and backlink metrics · customer language & research
  • firecrawl_extract: extract structured data using schema · customer language & research
  • backlinks_referring_domains: top domains linking to competitor · customer language & research

Licence

CC BY-NC-SA 4.0

Use it, copy it, build on it, with credit. Selling it is not allowed.