February 19

Prompt Improvement

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As part of my Substack Better Angles account, I post regularly about helping digital marketers turn PLR into original, high‑value content with AI, detailing methods and strategies that I've tried.

The aim is to take people along on my own learning curve to help them with the aim of us all learning and progressing together. It started off a bit ad-hoc, but I'm trying to refine it as I go, and hopefully it's becoming a bit slicker and easier to follow.

The latest post at the time of writing is titled "Sorting the Wheat from the Chaff", focused on auditing the mountain of PLR I've got (probably you too) to work out if it's worth keeping or not.

You can read the post here on Substack and subscribe if you'd like, but the purpose of this post is to highlight how I used AI to refine and improve a prompt prior to putting it to work on auditing a PLR report. Here's the initial prompt I had before I refined it:

"Review the following content for outdated terms, platforms, statistics, tools, and references. Replace them with current, accurate information from 2023-2025. Update any social media platform names, app interfaces, marketing strategies, and technology references to reflect current best practices."

Then I had a chat with Claude:

ME: Re this [Prompt] Review the following content for outdated terms, platforms, statistics, tools, and references. Replace them with current, accurate information from 2023-2025. Update any social media platform names, app interfaces, marketing strategies, and technology references to reflect current best practices[End Prompt] - Rate this prompt on a scale of 1 -10

CLAUDE: I'd give it a 6 out of 10.

What works:

  • Clear instruction on what to look for (outdated terms, platforms, stats, tools)
  • Specific timeframe (2023-2025)
  • Covers the main categories that age badly in PLR

What's missing:

  • No instruction to flag vs replace - you want to see what's outdated before deciding if it's fixable
  • Doesn't address context - AI might update references without understanding if the whole strategy is obsolete
  • No guidance on tone or voice - it'll update facts but might make the writing worse
  • Assumes AI has accurate current info, which isn't always true

Better version:

"Review the following content and create a list of outdated elements: platforms that have changed or shut down, statistics older than 2023, tools that have been replaced, marketing strategies that no longer work, and references to obsolete technology. For each item, note whether it can be updated with current information or whether the entire section needs rethinking because the underlying strategy is no longer valid."

This gives you a diagnostic report rather than having AI automatically rewrite things. You can then decide what's fixable vs irredeemable based on what it flags.

Use that revised prompt when you do the audit and you'll get much more useful information—a diagnostic rather than an automatic rewrite you might not want.

I was nearly maxed-out on Claude as I've been learning and playing with Cowork all week so I jumped back over to ChatGPT, dropped in the revised prompt. It gave me the following:


ChatGPT: I’ve reviewed “10 Powerful Ideas to Reuse Text PLR” closely and looked at it through a 2026 lens. Below is a clear, practical list of outdated or questionable elements, grouped by type, with a straight answer on whether each can be refreshed or needs deeper rethinking. All observations are based directly on the document content.

1. Platforms That Have Changed or Are Effectively Obsolete

Squidoo

  • Issue: Squidoo shut down years ago and no longer exists.
  • Impact: Any reference to Squidoo or “lenses” is unusable.
  • Action: Entire section needs rethinking. Replace with modern equivalents like Medium, Substack, or owned-content strategies.

Google+ (implicit references via old blog-era tactics)

  • Issue: While not named directly, some community and engagement strategies clearly assume Google+–era distribution models.
  • Action: Rethink strategy. Update to modern community platforms or email-first models.

2. Tools That Are Outdated, Superseded, or Marginal Today

DesignBold

  • Issue: Largely displaced by Canva, Adobe Express, and AI-assisted design tools.
  • Action: Update with current tools. Strategy still valid.

PDFescape

  • Issue: Still exists but is rarely a first-choice tool today.
  • Action: Optional update. Replace with more modern PDF workflows or all-in-one platforms.

Readable (as a primary editing tool)

  • Issue: Overshadowed by AI-native writing and editing tools.
  • Action: Update tool references only. Editing strategy still valid.

3. Marketing Strategies That No Longer Work as Described

“Future Tweets” as a standalone content strategy

  • Issue: Twitter/X has shifted heavily toward algorithmic feeds, video, and paid amplification. Scheduled text-only tweets no longer perform as they once did.
  • Action: Rethink section. Needs reframing as multi-format social micro-content, not tweets alone.

Heavy reliance on blog comments for engagement (Disqus-first mindset)

  • Issue: Blog comments are no longer a primary engagement channel in most niches.
  • Action: Update strategy. Engagement now happens via email replies, communities, and social platforms.

4. Statistics and Assumptions That Pre-date 2023

Assumption: Blogs as primary traffic drivers

  • Issue: The document assumes blogs are the main discovery channel, without factoring in AI search, zero-click results, or platform-driven traffic.
  • Action: Rethink framing. Blogs still matter, but as assets, not traffic engines.

Assumption: Simple lead magnets drive list growth reliably

  • Issue: Lead magnet fatigue is real. One-page PDFs alone often underperform without positioning and narrative.
  • Action: Update with context. Strategy still works when repositioned properly.

5. References to Obsolete or Fading Technology Models

Static PDFs as final products

  • Issue: PDFs are still usable, but static, non-interactive PDFs are increasingly seen as low value unless paired with experience or guidance.
  • Action: Update execution. Add interactive, modular, or guided use cases.

“Buy Buttons” language and framing

  • Issue: Feels rooted in early direct-response digital marketing.
  • Action: Update language and framing. Strategy itself is fine.

6. Structural Issues Tied to Age, Not Just Tools

Excessive tool stacking

  • Issue: The document lists many tools per task, creating overwhelm and decision fatigue.
  • Action: Rethink structure. Modern users want fewer tools and clearer workflows.

Tool-first, not outcome-first

  • Issue: The content often leads with tools rather than intent or transformation.
  • Action: Strategic rethink recommended. This is the biggest modernisation opportunity.

Bottom Line

  • About 60–70 per cent of the content is conceptually sound but execution-dated.
  • Around 20 per cent needs light updating of tools and language.
  • Roughly 10–15 per cent requires a full rethink because the platform or behaviour no longer exists.

The core idea of reshaping PLR is still solid. What’s dated is the how, not the why.

If you want, next step I can:

  • Map a modern 2026 replacement stack for each section, or
  • Flag which sections are safest to keep for a low-effort refresh versus a deeper rewrite.

Just say the word.

ME: Flag which sections are safest to keep for a low-effort refresh versus a deeper rewrite. Are there any new/better angles or is it purely factual.

ChatGPT: Right. Let’s separate what can be lightly dusted down from what needs stripping back to the brickwork. Then we’ll answer the bigger question about angles.

I’ll keep this practical and honest.

Safest Sections for a Low-Effort Refresh

These are structurally sound. The thinking still works. They just need tool updates, lighter language, and a modern wrapper.

✅ Blog Series

Status: Keep. Refresh lightly.Why it still works:Long-form, sequenced thinking is still valuable. Google, email, and even AI search reward coherent bodies of work.

What to update:

  • Reduce tool overload

  • Update promotion expectations

  • Reframe blogs as authority assets, not traffic machines

Effort level: LowVerdict: Safe keeper

✅ Cheat Sheet

Status: Keep. Refresh lightly.Why it still works:People still want clarity and compression. That never changes.

What to update:

  • Position as a thinking aid or workflow companion

  • Tie it to a specific outcome, not generic tips

Effort level: LowVerdict: Very safe

✅ E-book

Status: Keep. Refresh lightly.Why it still works:Short, focused e-books still perform when positioned as “one clear problem, one clear solution”.

What to update:

  • Shorter formats

  • Outcome-driven titles

  • Less “digital book”, more “guided solution”

Effort level: Low to moderateVerdict: Safe with polish

✅ Monetisation via Affiliate Links

Status: Keep. Refresh lightly.Why it still works:Affiliate income is still alive and kicking when trust exists.

What to update:

  • Less link stuffing

  • More personal context and experience

  • Fewer offers, stronger alignment

Effort level: LowVerdict: Solid foundation

Sections That Need a Deeper Rewrite

These aren’t broken because of facts. They’re broken because behaviour changed.

⚠️ Future Tweets

Status: Rethink properly.Why:Text-only Twitter strategies are no longer reliable. The platform’s behaviour has changed, not just the tools.

What’s really needed now:

  • Micro-content ecosystems

  • Cross-platform snippets

  • Opinion-led, not tip-led posts

Effort level: HighVerdict: Rewrite with a new premise

⚠️ Heavy Blog Comment Engagement (Disqus-style thinking)

Status: Rethink.Why:Comments are no longer where relationships are built. Most engagement moved elsewhere.

Modern reality:

  • Email replies

  • Small communities

  • Direct conversations

Effort level: ModerateVerdict: Strategy shift required

⚠️ Tool-First Workflows

Status: Structural rethink.Why:The document leads with tools instead of decisions. That worked once. Now it overwhelms people.

What replaces it:

  • Fewer tools

  • Clearer thinking steps

  • One primary workflow per outcome

Effort level: HighVerdict: Needs reframing, not patching

Now, the Big Question

Is this purely factual… or are there better angles?

Short answer:No, it’s not just factual. And yes, there are much better angles now.

The strongest modern angles are psychological and positional, not technical.

New, Stronger Angles Worth Using

1. PLR as Raw Material, Not Content

PLR isn’t content anymore. It’s input.The angle shifts from “what can I make?” to “what can I decide?”

That’s a big upgrade.

2. PLR as Thinking Compression

Instead of “reuse this”, the angle becomes:“How do I collapse weeks of thinking into one usable asset?”

This reframes PLR from lazy to leveraged.

3. PLR as Confidence Scaffolding

For beginners especially, PLR isn’t about speed.It’s about removing blank-page paralysis.

That emotional angle is missing in the original and is far more relevant now.

4. PLR as Proof-of-Practice

Modern audiences care less about polish and more about evidence of thinking.PLR can become the before state that shows transformation.

That’s powerful when done honestly.

Bottom Line

  • About half the sections are safe keepers with light refreshes

  • About a third need strategic reframing

  • The real upgrade isn’t tools or facts

  • It’s positioning PLR as a thinking aid, not a shortcut

If you want next, I can:

  • Map old angle vs modern angle section by section, or

  • Help you decide what to quietly remove without harming the product

So where do we go from here? [END CHATGPT]


In Summary

So there's a pretty decent teardown of my PLR product, what's potentially questionable or outdated and how we structure a re-write. 

We went on to draft an outline and an angle that will make the PLR piece both my own and saleable. I'm thinking it did a reasonable job, but will put it back to Claude (when he's got his breath back!) and get the writing drafted as it does a much better job. Then onto the editing.

And on we go........


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