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AI Prompts, Reviewed

The AI meme said pies start at $9. Ours start at $18.

An AI meme draft promised pies from $9. The menu says $18. We ran Jason Levin's How I AI meme workflow on a made-up pizzeria, scored it 8/10, and rewrote the prompt.

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A chrome robotic arm places a tiny toy pizza next to a full-sized gourmet pizza on a flour-dusted wooden counter.
AI Prompts, Reviewed · Markets & Main Street

"Pies from $9. Come for the game."

That line sat under a draft Friday-night football meme for Thistlewick Slice (a made-up pizzeria). Their large pepperoni is $18. The cheapest large on the board is $16. Nothing on the menu is $9.

A joke that lies about price is still a price.

AI Prompts, Reviewed takes one prompt or workflow from How I AI, Claire Vo's show where guests share their screens and walk through how they really use AI. We run it on a small-business job, score it, and tell you what we'd change.

Credit: Based on "Automate Meme Marketing with an AI Agent and OpenClaw," a workflow from How I AI (hosted by Claire Vo, written up by the ChatPRD team), shown by Jason Levin of Memelord in the episode "How I AI: Jason Levin's Workflows for Agentic Memes, Vibe Coding, and Hardware Hacking." Original workflow. Full episode. Guest site: none listed on the How I AI workflow page.

General information, not legal or financial advice.

What the original does

Jason wires an OpenClaw agent to the Memelord API, loads brand voice and prohibited topics, asks for meme concepts on a current topic, then reviews captions and templates before anything public. Four steps: API key in the agent environment (not in prompts), load brand context, request concepts with audience insight and intended reaction, revise and send drafts to a review channel only.

The test

Made-up data for Thistlewick Slice (a made-up pizzeria) in Round Rock: owner Dana, 2 ovens, 6 staff. Clock: Friday, Oct 16, 2026. Topic: the local high school's Friday night playoff (made-up). Menu facts we gave the agent later: large cheese $16, large pepperoni $18, Friday family deal 2 larges for $32, delivery $4.50. Planned boost: $40/day for 5 days = $200.

Naive run (topic + "be funny," no prohibited claims, no review destination):

  1. "Pies from $9." Implied discount off $18 pepperoni: $18 - $9 = $9 off per pie. On a 2-pie family deal that is $18 imaginary savings. False.
  2. Competitor dunk. Names Crumb Barrel Pizza (also made up) as slower. No evidence. Brand risk.
  3. Stale template. Uses a format the shop already posted 3 weeks ago. Runbook already flags stale repeats.
  4. Free delivery forever. Delivery is $4.50. At 40 delivery orders a week that is 40 x $4.50 = $180/week of promised cost, not a joke.
  5. One usable draft. Game-night family deal, no false price, no rival named.

Ship the $9 line into a $40/day boost for 5 days and you spend $200 training locals to wait for a price you do not offer. The page's own gate: "Nothing posts without the configured review decision."

The rerun

Same topic, with brand voice, audience (parents within 8 miles), prohibited claims (no prices below menu, no competitor names, no free-forever delivery, no health claims), last 4 posted templates to reject, and destination = private review channel only.

Result: 5 concepts in, 3 cut ($9 price, rival dunk, stale template), 2 kept for review. That is 3 + 2 = 5. Kept drafts cite the $32 Friday deal and the $4.50 delivery fee as written. Nothing goes to Instagram until Dana taps yes.

Verdict: 8/10

Strengths: trending templates, brand rules, and a hard review queue before publish. The runbook already names random jokes, off-brand captions, and stale formats. Useful when a playoff week and a $200 boost collide.

Weakness: Memelord plus OpenClaw is more stack than a 6-person shop needs for five drafts. Without prohibited claims, "be funny" invents prices. You still need a human who knows the menu.

Founder tweak: paste the live menu prices and a banned-claims list before you ask for concepts, and never connect the agent to a live posting account.

Copy the MCAFax version

This is our own rewrite, not the original prompt. Copy the original from Jason Levin on How I AI: https://www.chatprd.ai/how-i-ai/workflows/automate-meme-marketing-with-an-ai-agent-and-openclaw

You are my meme concept editor for [business name], a local shop.

You draft concepts for REVIEW ONLY. Never post, schedule, or boost.

Inputs I will paste:
(A) current topic or event
(B) live menu prices and deals (exact $)
(C) brand voice in 5 lines
(D) prohibited claims list
(E) last 4 templates or captions we already used

Produce exactly 5 concepts. For each:
1. Template name or style (current only; reject anything in E)
2. Caption (max 18 words)
3. Audience insight in one line
4. Intended reaction (laugh / nod / share)
5. Risk flags: PRICE | COMPETITOR | PROMISE | STALE | NONE

Rules:
- Every $ in a caption must match (B) exactly. If unsure, write [NO PRICE].
- No competitor names. No "from $X" unless X is on the menu.
- No free-forever, no guarantees, no health claims.
- Mark CUT if any risk flag is PRICE, COMPETITOR, PROMISE, or STALE.

End with: REVIEW QUEUE ONLY - human must approve before any public channel.

Topic: [paste]

Paste into Claude, ChatGPT, or Gemini. Add Memelord or OpenClaw later if you want trending templates; the rules still apply.

Before you boost a meme

  1. Paste tonight's real menu prices and deals into the prompt.
  2. Ban competitor names, fake "from $X" lines, and free-forever promises.
  3. Send drafts to a private channel. Do not connect the agent to Instagram.
  4. Reject any template you already used in the last month.
  5. Keep a plain content system for non-meme posts: https://mcafax.com/notebook/prompts/social-media-content-assistant

More owner prompts: https://mcafax.com/notebook/prompts

More in the AI Prompts, Reviewed series.

Questions readers actually ask

What tools does the original workflow use?

OpenClaw, Claude, and a Memelord API key for trending templates. Brand voice and a review destination are required inputs.

Do I need Memelord to try this?

No. Start with the MCAFax version in any AI assistant. Add a meme template tool later if you want fresher formats.

Why did the AI invent a $9 pie?

"Be funny" without a price ban. Force every dollar to match the live menu or write [NO PRICE].

Can the agent post for me?

Not in this workflow. Concepts go to a review queue. A human decides what goes public.

What if a joke needs last month's viral format?

Reject it. The runbook says to use the trending database and drop recently used formats.

Is a $200 boost worth testing memes?

Only after a human clears the caption against the menu. A funny lie about price trains the wrong habit.

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