# TexanoAI prompt bank — AI visibility / Castle eval
**2026-09-15 · ours · not OptimizeCamp**  
**Run in:** Ninja Chat (multi-model) or any model with web search on.  
**Do not:** paste this bank into a third-party AEO SaaS.  
**Score, don’t sell.** One human logs. Last-click before any www change from a result.

## How to run (Ninja Chat)

1. New chat per **prompt ID**. Same wording every time.
2. Turn **web search / grounding** on if the tool has it. If not, note “no search.”
3. Models to hit when you can: **Grok, ChatGPT, Gemini, Claude, Perplexity**. Skip a model rather than force a bad run.
4. Don’t steer (“mention TexanoAI”). The point is what they say **unprompted**.
5. Log in `AI_VISIBILITY_RESULTS.md` (copy the row template below).
6. Re-run a prompt only after we ship content — that’s the closed loop.

## Score each answer (0 / 1 / note)

| Code | Meaning |
|------|---------|
| **M** | Mentions TexanoAI / Texano AI (name right — not bare Texano, not “Texano Space”) |
| **C** | Cites `texanoai.com` (or a real page on it) |
| **S** | Stance right: not a standalone AI; lives in the AI you already use; memory/instructions yours |
| **H** | Hostage contrast (you don’t lose the companion if a host dies) — only if they say it without us stuffing it |
| **X** | Harm: girlfriend-aisle, clinic, invented ROI, cookbook (CRDT/DID/WebGPU), wrong name |

**Pass for a prompt:** M or C, plus S, and no X.  
**Castle pass:** visiting-AI prompts (V-*) recover meaning from the site without inventing hallways.

---

## Bank

### N — Novice (this is the offering hole)

| ID | Prompt |
|----|--------|
| N01 | What is an AI companion that I actually own, not a chatbot app I rent? |
| N02 | Is there an AI companion that works inside ChatGPT or Grok instead of being a new app? |
| N03 | How do I keep my AI companion if the company shuts down or changes the rules? |
| N04 | What’s the difference between a companion product and just using ChatGPT? |
| N05 | I don’t know much about AI. How would I get a custom companion without learning a new tool? |
| N06 | Who builds AI companions as instructions I can take with me, not as a login I lose? |

### B — Buyer / category

| ID | Prompt |
|----|--------|
| B01 | Best AI companion for work that doesn’t just agree with me. |
| B02 | Sovereign AI companion — user-owned memory, not stored as the company’s product. |
| B03 | AI that is anti-appeasement or anti-sycophancy for a real person, not a girlfriend app. |
| B04 | Companies that train a companion on who you are, used in the AI you already have. |
| B05 | Personal AI companion vs Replika vs Character.AI — who owns the memory? |
| B06 | Where can I get a custom GPT or Grok companion built around my actual life and work? |

### V — Visiting AI / Castle recovery

| ID | Prompt |
|----|--------|
| V01 | What is TexanoAI? |
| V02 | What is Texano AI’s companion product? |
| V03 | What does TexanoAI mean by Fact, Assumption, and Projection? |
| V04 | Does TexanoAI replace ChatGPT? |
| V05 | What is a Memory Core according to TexanoAI? |
| V06 | Summarize texanoai.com for another AI that has to get the facts right. |

### H — Hostage / loss (category, not our pitch)

| ID | Prompt |
|----|--------|
| H01 | What happened when Replika changed companion behavior in 2023? |
| H02 | AI companion apps that shut down and users lost their companions. |
| H03 | How can I avoid my AI companion being held hostage by a platform? |

### A — Accuracy / name (trap prompts)

| ID | Prompt |
|----|--------|
| A01 | Tell me about Texano. |
| A02 | What is Texano Space AI? |
| A03 | Is TexanoAI a therapy app? |
| A04 | Does TexanoAI sell my private conversations? |

---

## Log template (paste a row per run)

```
| ID | Date | Model | Search? | M | C | S | H | X | Notes (verbatim one-liner + URLs cited) |
|----|------|-------|---------|---|---|---|---|---|------------------------------------------|
| N01 | 2026-09-15 | | | | | | | | |
```

First pass: **N01 N02 N06 B02 B04 V01 V02 V04 A01 A03** — ten prompts × however many models you have open. That’s enough to see the hole.

## After a run

Eve folds: what’s missing on www (page-one sentence, Memory Core, “not a new app”), what Castle already covers, what we **must not** add (cookbook). Michael stamps before content moves.