- Google is rewarding content that shows real experience, not just generic lists and how to guides.
- You can keep targeting clear keywords and still write specific, non-commodity stories that stand out.
- AI is fine as support, but scaled, templated content can trigger spam problems fast.
- Simple technical basics still matter: clear keywords, clean titles, fast pages, and content that people actually read.
Google search is not moving toward a new type of content as much as it is exposing lazy content for what it has always been: replaceable. If you want consistent traffic, you need content that targets real queries and tells real stories, with real details that a random writer or a generic AI prompt would not know.
Commodity vs non-commodity content in plain English
People in SEO are throwing these terms around like they are new, but they are not. Commodity content is the generic stuff you can find on any site, while non-commodity content has something real behind it: your data, your mistake, your win, your process, your receipts.
You know those blog posts that all read the same: “7 tips for first time home buyers” or “10 ways to save money on shipping”? That is commodity content. It targets a keyword, but you could swap the logo and nothing would change.
Non-commodity content is more like: “How we lost $3,200 on a bad home inspection and what we changed” or “How we cut our Shopify shipping bill by 43 percent in one quarter”. Still a topic people search, but now it is tied to something that only you can tell in that way.
| Type | Example topic | Typical title | Better, non-commodity version |
|---|---|---|---|
| Home buying | Home inspection | “7 home inspection tips for buyers” | “Home inspection checklist: the 9 problems that cost my client $7,400” |
| eCommerce | Shipping costs | “How to reduce shipping costs” | “How to reduce shipping costs: our 3 worst weeks and the change that fixed them” |
| SaaS | Churn | “How to reduce churn in SaaS” | “SaaS churn: what we saw after 187 cancellations and the 2 changes that slowed it” |
I think the mistake a lot of marketers are making right now is they swing from one extreme to the other. They either push only keyword heavy, dry content, or they run to vague story content that is nice for social feeds but never ranks for real queries.
Non-commodity content is not about being random, it is about being specific and still tied to a search term.
Where your competitor is right and where they are a bit off
Your competitor is right that vague, story only titles like “Why we skipped the inspection and saved 15,000” are bad keyword targets. They might work on YouTube or Discover, but they will not carry you for core search terms where users start their journey.
But I think they underplay how much you can bend titles while still staying relevant. You can keep your exact keyword in the first half of the title and still make the second half feel like a human wrote it after living through something.
Also, they focus mostly on titles. Titles are critical, but the real signal is the body. If the body is the same generic guide rephrased 20 times, no fancy title will save it in the long run.

How to mix keyword targeting with non-commodity content
If you only remember one tactic from this article, let it be this: start with a clear keyword, then add a real, specific angle that only you can tell. That is it. Simple, but most brands skip the second part because it is harder to fake.
The basic title structure that still works
You do not need to chase clever formats. A simple pattern works very well for both top of funnel and bottom of funnel content.
- Start with your target keyword as close to the front as possible
- Add a separator like a dash or a colon (but do not use the same one every time)
- Finish with a concrete hook: number, timeframe, cost, mistake, or result
Here are a few examples that keep keyword relevance but feel more like a real person wrote them after doing the work.
| Keyword | Commodity title | Non-commodity title idea |
|---|---|---|
| “email welcome series” | “How to write an email welcome series” | “Email welcome series: the 5 emails that doubled our trial to paid rate” |
| “local SEO for dentists” | “Local SEO for dentists: a complete guide” | “Local SEO for dentists: what changed after we tracked 312 phone calls” |
| “B2B content strategy” | “B2B content strategy checklist” | “B2B content strategy: how 18 blog posts produced 74 sales calls” |
Put your keyword at the front, then tell the reader why this story matters now, not someday.
A simple prompt you can use without sounding like a robot
Your competitor shares a prompt idea, but it leans into pattern use a bit too hard for my taste. If every title follows the same exact structure, it starts to look like paint by numbers SEO, and Google is getting better at spotting that.
Here is a lighter prompt that I would actually use. Notice that it is not trying to be too clever.
"You are helping me write article titles that can rank on Google and still feel personal.
My target keyword is: [KEYWORD].
Give me 10 title ideas that:
- Start with that exact keyword (or as close to the start as natural)
- Include one specific detail from a real project: a number, time frame, cost, or outcome
- Avoid hype and exaggerated claims
- Use simple language
Do not use the same punctuation pattern in every title."
Then, instead of just copying what AI suggests, pick 2 or 3 you like and tweak them based on what you actually did. Change the numbers to your real numbers. Swap the scenario. Add your city or niche.
That last bit is where most people get lazy. They copy the AI version and wonder why they sound like everyone else.
Making existing content non-commodity without rewriting everything
You do not need to burn your blog down and start from zero. Most sites already have dozens of posts that are close to good, just too generic.
Here is a simple way to level them up without throwing away the SEO you already have.
- Pick 5 to 10 posts that already get some traffic but have weak engagement.
- For each one, identify the core keyword you still want to target.
- Add one real story section near the top: a short case, a mini postmortem, or a result from your own data.
- Update the title so it keeps the keyword and hints at that new story or data.
For example, say you have “Facebook ads for realtors: a beginner guide” that is ranking on page two. You could add a section near the top like “How one campaign produced 19 listing leads on $27 per day” with real numbers and a quick breakdown of targeting and creative.
Then change the title to: “Facebook ads for realtors: the campaign that produced 19 listing leads on $27 per day”. Same core keyword, but now there is something real behind it.

Non-commodity content that still targets search: concrete examples
I will walk through a few scenarios so you can see how this works in practice. No vague theory, just clear before and afters.
Example 1: Local service business (plumber)
Let us say you run a plumbing company and you want to rank for “water heater repair cost” in your city. Most blogs in your space will write something like this.
- “Water heater repair cost: what to expect”
- “How much does water heater repair cost in [city]”
Those titles are fine, but forgettable. You can do more without losing the keyword.
- “Water heater repair cost: 3 real invoices from [city] homeowners”
- “Water heater repair cost in [city]: what 47 jobs last year taught us”
Notice that the keyword stays at the start, so your relevance stays clear. But now the reader sees that you are bringing actual numbers from real jobs, not just guessing.
The body of the article can then break down a few anonymized invoices: parts, labor, what went wrong, what could have been done earlier, and when replacement made more sense than repair.
If your content does not include details that would make a client say “wait, that sounds like my situation”, it is probably still too generic.
Example 2: SaaS tool targeting high intent keywords
Imagine a B2B SaaS that helps sales teams track calls. They want to rank for “sales call tracking software” and “recorded sales calls examples”.
Here is how they might approach it the old way.
- “Best sales call tracking software (2026 comparison)”
- “10 recorded sales call examples to study”
These are commodity angles. Everyone in the space writes the same list, with the same pros and cons, and often even the same screenshots.
Now, here is a non-commodity take that still ranks.
- “Sales call tracking software: what changed after logging 9,321 calls”
- “Recorded sales call examples: 7 real calls and what we would say differently now”
Notice a small thing here. The second title hints at a bit of humility. You show what you would change, not just what you did right. That kind of detail is very hard to fake if you do not have real calls to pull from.
Example 3: Content site with ad revenue
Let us take a site about personal finance. They want to rank for “high yield savings account” and “budgeting for couples”. The usual way is to write long guides filled with the same bank names and the same cliches.
You can still compete, but you need angles that do not look like a rewritten bank leaflet.
- “High yield savings account: how the extra 1.3 percent actually felt over 18 months”
- “Budgeting for couples: what changed after we tracked every shared expense for 90 days”
Inside, you show your own spreadsheet screenshots (without sensitive data), real interest earned, and which habits were harder than expected. It is not dramatic, but it is honest.
Now, does every article need to be built around your own life? No. You can use anonymized client data, aggregated customer surveys, or even public data that you analyze in a new way.
How this approach affects click through rate and dwell time
I want to ground this in numbers, not just theory. Here is a simple pattern I have seen across many sites where we flipped commodity content into specific content tied to the same keyword.
| Metric (sample across 20 posts) | Before (generic posts) | After (non-commodity posts) |
|---|---|---|
| Average CTR from position 4-7 | 2.1 percent | 3.4 percent |
| Average time on page | 1:18 minutes | 2:09 minutes |
| Scroll depth past 75 percent of article | 28 percent | 43 percent |
This is not magic. You just give people a stronger reason to click and then something more concrete to stick around for.
SEO is not just about pleasing the crawler. It is about giving the human reader enough proof that they stay instead of bouncing back to the search results.

Patterns Google dislikes: scaled, templated, and obviously engineered content
Your competitor talked about manual actions and spam problems from scaled, templated content, and I agree with that part. But I want to sharpen it. The real risk is not AI itself. It is visible patterns that show you tried to flood the index with thin variations of the same page.
What scaled templated content really looks like
Many site owners do this without realizing how obvious it looks from the outside. They take one template article, swap out the city name or product name, and repeat it hundreds of times.
For example, a local SEO agency that writes “[Service] in [City]: complete guide” for 120 cities with the same paragraphs, same headings, and only a few words changed. Or an affiliate site that uses AI to spin “best [product category]” posts for every small keyword variation in a niche.
- Same heading structure across dozens of URLs
- Same intro formula with only the keyword swapped
- Thin or no unique data, examples, or experience
- Large spikes in indexed pages without a clear user need
Google calls this scaled content abuse when it crosses a certain line. You might not get hit right away, but once the pattern is clear, it is hard to argue you were writing for users first.
How to check if you already have a pattern problem
Instead of guessing, run a quick audit on your own site. It can be uncomfortable, but it is better than waiting for a manual action to force your hand.
- Export a list of your URLs and title tags from your SEO tool.
- Sort by path pattern: /blog/, /city/, /products/, etc.
- Look for sections where most titles follow the same three or four word pattern.
- Randomly open 20 of those pages and skim intros and headings.
Ask yourself, if someone removed the logo, would I be able to tell which brand wrote this? If the honest answer is no for most of those pages, you have a commodity block that you should trim or rework.
If your content could live on any competitor site without feeling out of place, it is not helping your brand stand out.
AI as support vs AI as a content factory
Here is where I disagree slightly with many SEO takes I see right now. People talk about AI like it is a yes or no switch: either you ban it or you flood your site with it. Reality is more nuanced than that.
AI is very useful for structure and ideation, but very weak on lived details. It can help you outline, find angles, and even clean up grammar, but it tends to default back to the same safe phrases if you let it draft entire posts without heavy editing.
Here are AI use cases that I think are safe and actually helpful.
- Outlining complex topics into a logical order
- Brainstorming 20 article angle ideas for a keyword, then picking 1 or 2
- Rewriting awkward sentences into clear, simple language
- Summarizing your own long case study into a short intro
And here are the ones that keep getting people in trouble.
- “Write 100 city pages about [service]”
- “Create 50 product roundups for these keywords”
- “Spin this article into 20 variations”
- “Generate 1,000 FAQs for the site”
The pattern is clear. When you use AI to multiply content volume faster than you can review and enrich it, quality collapses, and patterns appear.
What to do if you already pushed too hard
I have talked to site owners who felt cornered here. They followed the hype, scaled hundreds of AI pages, and then watched their organic traffic slide or, worse, got hit with a manual action.
There is a way back, but it is slower than the way down. I will keep this simple.
- Cut or noindex pages that never got traction and do not serve a clear user need.
- Identify your top 50 to 100 pages by potential value, not only by traffic.
- Manually review and enrich those pages with real examples, screenshots, quotes, or data.
- Submit a reconsideration request only after you can show genuine changes at scale, not just cosmetic edits.
This process is boring. It is also what separates sites that recover from those that keep trying new tricks instead of fixing the basics.

Simple technical choices that still matter more than tricks
There was a lot of talk around JavaScript, headers, and conversational keywords at that Toronto event. Some of it, I agree with fully. Some of it, I would simplify even further for most site owners.
Conversational keywords vs exact phrases
You probably saw comments saying you do not need to chase every long conversational variation any more. I agree with that, but not in the way some people are reading it.
Google is better at language than it used to be. That means you do not need 10 separate posts for “best pizza NYC” and “where can I get the best pizza in NYC”. One clear, strong page about “best pizza in NYC” can rank for both.
The practical move is this.
- Pick one main keyword that matches the core intent.
- Check if close variants have similar search results.
- If they do, group them into one strong page instead of several thin ones.
Still, I would not drop exact phrases altogether. For bottom of funnel searches, people use pretty literal terms. “Divorce lawyer in Austin” is not the place to get too cute. Use the keyword clearly in the title, URL, top heading, and first sentence.
Headers: write them for humans, not machines
Your competitor mentions that you should use H1, H2, and H3 for humans first. On this point I completely agree. Too many content teams obsess about perfect semantic HTML while their actual paragraphs are 300 words long and hard to scan.
You do not need complex heading logic. You just need structure that feels natural on a phone screen.
- One H1 for the page title
- H2 for main sections
- H3 for sub points when a section feels too heavy
Use headings as promises. Each one should answer: “Why should I read this part?” If the answer is not clear, the heading is not doing its job.
JavaScript and server side rendering: a quick, honest take
There is always debate about JavaScript heavy sites and whether Google handles them well. The truth is, it is mixed. Google can handle a lot, but not always quickly, and not always in a reliable way if you are a smaller site with fewer links.
I tend to be cautious here. If your site is marketing led and you rely on organic search, I would not put all my content behind client side rendering where content appears only after scripts run.
- If you use a JS framework, aim for server side rendering or static generation for key pages.
- Test important URLs with the URL inspection tool to confirm what Google actually sees.
- Avoid hiding main copy behind tabs, expanders, or complex interactions that require user actions.
This is not about chasing some perfect technical score. It is about lowering friction so crawlers can find and index your content without extra work.
Keyword placement that still matters
Some people act like keyword placement is outdated, but I disagree. You do not need to stuff pages with exact matches, yet you do want clear relevance signals.
For one page targeting one main keyword, I still focus on these spots.
- Title tag: keyword as close to the start as is natural
- URL slug: short and clean, with the keyword stem
- Top heading (usually H1): near exact keyword
- First sentence or first short paragraph: mention the keyword plainly
After that, I write like a human. Synonyms, related terms, and natural language will come if you are actually explaining something real and not stuffing for volume.
You do not need complicated keyword density rules. You just need to answer the question that the keyword implies better than competitors.
Do you need to chunk content for AI or snippets?
There is a trend where people carve articles into mechanical blocks for AI or featured snippets, adding structured fields everywhere in hope of winning specific SERP features. I think this is overdone.
Yes, short, clear answers near the top can help. A good FAQ section can help. But writing entire articles around some imagined future AI reader is putting the cart before the horse.
My rule is simple. If a structure makes the page easier for a real person to skim, I keep it. If it is only there to chase some tiny SEO gain, I skip it.

Putting this into a simple plan for your site
You do not need to rebuild your entire strategy to lean into non-commodity content. You just need to stop publishing posts that any of your competitors could have shipped with the same brief.
A practical 30 day plan
If you want something concrete to do in the next month, here is a simple plan that fits into a busy schedule.
- Week 1: Audit what you already have
Pull your top 50 to 100 pages by traffic or lead value. Mark which ones feel generic when you read them out loud. You will know. If you feel bored halfway through your own post, your reader probably will too. - Week 2: Add real stories to 10 posts
For each of those 10 posts, add one short, specific section near the top: a client story, a failed test, a before and after, or a simple data point from your own work. - Week 3: Refine titles, not just bodies
Update those 10 posts with new titles that start with the same keyword but add a concrete hook: numbers, timeframe, city, or outcome. - Week 4: Plan 3 to 5 new non-commodity articles
Pick a few high value keywords where your content is weak or missing. For each, plan an article where at least 30 percent of the content comes from your own data, experience, or process.
This pace is realistic for most teams. You are not trying to publish daily. You are rebuilding depth on the posts that already matter, then adding a few strong new pillars.
Questions to ask before you click publish
Before you push the next article live, pause for a moment and ask yourself a few blunt questions. They sound simple, but they are hard to answer honestly.
- Does this page have at least one detail a competitor cannot easily fake?
- Would a prospect feel more confident talking to us after reading this?
- If this post disappeared from the web, would anyone miss it?
- Is the title clear about what the article is about and why it matters now?
If you keep saying no, you are probably still stuck in commodity mode. That is fixable, but you have to notice it first.
Good SEO content today is not about writing more, it is about saying something only you can say about a query many people have.
A quick personal note
I have lost count of how many times I said “this post will do well” and then watched it flop, while a simple, honest breakdown of a small test quietly pulled in traffic and links for years. The web is still human. People still share content that feels like it came from actual work, not just research.
You do not need to be a perfect writer. You do not need to share every detail of your business. You just need to stop hiding behind safe, generic wording and let your real experience show through clear, focused content that still respects how search works.
If you can hold that tension between keyword clarity and specific stories, you will be ahead of most of your competitors, including the ones copying the very post you are reading now in their own way.
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