REAL SEO OUTPUT COMPARISON
I Compared the SEO Structure of 6 Shopify AI Blogging Apps Using Real Published Articles
Instead of comparing feature lists, I looked at the actual SEO structure of published Shopify blog posts associated with autoBlogger, Bloggle, Essential AI SEO, Auto Blogs Agent, Jolt and AI Blog Agent.
There are plenty of Shopify apps that promise to generate SEO blog content.
But an app saying it creates “SEO-optimised articles” does not necessarily tell you much about the final page.
What I wanted to know was:
What does the actual SEO output look like once the article is published on a Shopify store?
So I looked at real published articles associated with six Shopify blogging apps and compared things such as:
- Semantic H2/H3 structure
- Article depth and word count
- Search-intent coverage
- Table of contents
- Key takeaways and summaries
- Internal and product linking
- FAQ sections
- Tables and lists
- Author and trust signals
- Source attribution
- Images
- Structured, extractable answers
- How easily an LLM or AI search engine could understand the page
I build autoBlogger, so I obviously have an interest in the result. That is also why I wanted to make the methodology transparent and link directly to every article used.
How I selected the articles
In several cases, the merchant review explicitly says the app was writing or publishing their blog posts.
That still is not absolute proof of authorship.
The autoBlogger article is different because I can directly confirm that it was created with autoBlogger. For the other apps, I treat the selected pages as likely examples based on merchant review and publication timing.
If any provider included here believes the selected article was not created or assisted by their app, they are welcome to contact me with a confirmed public example and I will update the comparison.
The SEO results at a glance
I used two scores.
SEO score looks at traditional on-page SEO, including semantic headings, search intent, depth, internal links, structured content, trust signals and general article architecture.
LLM-readiness score looks at how easily an AI search or answer system can understand and extract useful information from the page.
These are my own comparison scores, not Google scores or scores from a third-party SEO platform.
| Rank | App / store | Approx. words | SEO score | LLM-readiness |
|---|---|---|---|---|
| 1 | autoBlogger Diament Expert |
~2,300 | 92/100 | 95/100 |
| 2 | Bloggle Street to Stable |
~1,520 | 72/100 | 66/100 |
| 3 | Essential AI SEO Propeller Depot |
~2,010 | 69/100 | 65/100 |
| 4 | Auto Blogs Agent Lifestyle Hobbies |
~800 | 64/100 | 61/100 |
| 5 | Jolt Powerful Health USA |
~600 | 50/100 | 50/100 |
| 6 | AI Blog Agent Jackson’s Cool Stuff |
~360 | 41/100 | 44/100 |
The biggest difference was not simply article length. It was how much SEO structure existed around the words.
1. autoBlogger
This is the article I can directly confirm was generated through autoBlogger.
From an SEO perspective, the main difference is the amount of structure surrounding the article.
- One clear H1
- Proper semantic H2 and H3 sections
- Table of contents
- Article overview
- Key takeaways
- Lists and comparison table
- Step-by-step sections
- FAQs
- Glossary
- Multiple images
- Named expert author
Some factual sections could still benefit from more direct external sourcing, which is one reason I did not score it 100/100.
Why the structure matters
Instead of seeing one long article body, a crawler can understand that the page contains separate sections about diamond quality, craftsmanship techniques, technology, certification, selecting a jeweller and other related subtopics.
The table of contents makes the topical architecture explicit. The key-takeaway section creates answer-first content. The FAQ expands the number of follow-up queries the page can answer. The glossary explicitly defines important terms and entities.
That is useful for traditional search, but it is also particularly strong for AI systems trying to break a page into understandable, reusable chunks.
Read the autoBlogger article →2. Bloggle
Bloggle is slightly different because it is primarily a Shopify blog builder and editor rather than simply an AI article generator, so I would not claim Bloggle itself necessarily wrote this article.
- Strong topical relevance
- Good article depth
- Named authorship
- External sources
- Relevant entities and brands
- Useful imagery
- Distinctive original commentary
- Inconsistent heading hierarchy
- No meaningful table of contents
- No FAQ
- No glossary
- No structured summary table
- Limited answer-first content
The article has unusually strong sourcing and editorial authority. The reason it scores lower for LLM-readiness is mostly structural. It reads more like an editorial essay than an answer resource.
Read the Bloggle example →3. Essential AI SEO
At first glance, this looks like one of the strongest SEO articles in the group. It is roughly 2,000 words long and covers a broad range of related subtopics.
- Good topic depth
- Strong store relevance
- Useful internal links
- Broad related-term coverage
- Strong ecommerce intent alignment
- Many visual headings are not semantic H2/H3 elements
- Flatter HTML structure than the page visually suggests
- Limited visible source attribution
- Less extractable content architecture
This is a good example of why word count alone is not enough. At roughly 2,010 words, it is almost as long as the autoBlogger article, but the underlying semantic structure is substantially weaker.
Read the Essential AI SEO article →4. Auto Blogs Agent
This is a straightforward SEO article with proper H2 sections and strong alignment to the products and niche of the store.
- Proper H2 structure
- Good niche relevance
- Commercial relevance
- Clear reader journey
- No substantial source layer
- No FAQ
- No table of contents
- No comparison table
- Limited deeper topical coverage
The H2 structure is better than Essential AI SEO's example, but there is simply less content underneath those headings. That gives it a reasonable foundation but limits the range of long-tail queries and related questions the page can potentially satisfy.
Read the Auto Blogs Agent article →5. Jolt
The Jolt example uses proper headings, which gives it a reasonable basic structure. But the article is only around 600 words, leaving relatively little room to build topical depth.
- Proper headings
- Clear topic
- Logical section flow
- Medical disclaimer
- Very limited depth
- Little internal linking
- Minimal supporting sources
- No FAQ structure
- Limited long-tail coverage
Because the page covers a health-related subject, the lack of visible research citations matters more than it would for a less sensitive ecommerce topic.
Read the Jolt article →6. AI Blog Agent
This is the lightest SEO page in the comparison.
- Basic heading structure
- Readable layout
- Clear broad topic
- Very limited semantic depth
- Little long-tail coverage
- Minimal supporting evidence
- No FAQ content
- Little related entity coverage
- Very low word count for a broad topic
At approximately 360 words, there simply is not enough content to create substantial topical coverage around such a broad subject.
Read the AI Blog Agent article →What mattered most for SEO
1. Semantic headings matter
A page can look beautifully structured while exposing a much flatter document structure underneath. Automated blogging tools should be generating proper semantic HTML by default.
2. Length only helps when structure supports it
The Essential AI SEO article has plenty of content, but without the same level of semantic organisation, some of that value is harder for crawlers and AI systems to interpret.
3. SEO articles should create multiple entry points
H2s, H3s, FAQs, tables, definitions, lists and key takeaways each create another clearly defined piece of information on the same page.
4. LLM optimisation overlaps heavily with good SEO
Clear headings, direct answers, named entities, definitions, sources, tables, FAQs, author information and useful internal links help both traditional SEO and AI understanding.
Why autoBlogger scored highest
The autoBlogger article was not simply the longest article.
It scored highest because it combined more SEO elements on the same page:
- Proper H2/H3 structure
- Table of contents
- Overview
- Key takeaways
- Lists
- Multiple images
- Internal context
- Comparison table
- FAQ
- Glossary
- Named author
- Long-form topical coverage
This is also why I do not really think of autoBlogger as just an “AI writer” anymore.
Writing the paragraphs is only one stage. The bigger goal is to automate the entire Shopify blogging and SEO workflow around those paragraphs.
So which had the strongest SEO output?
In this particular real-world sample, autoBlogger produced the strongest overall SEO structure.
SEO: 92/100
LLM-readiness: 95/100
Bloggle's example had particularly strong sourcing and editorial authority, although Bloggle is not directly comparable as an AI writer.
Essential AI SEO produced plenty of content but was held back by surprisingly weak semantic heading structure.
Auto Blogs Agent had better basic headings but significantly less depth.
Jolt and AI Blog Agent produced much thinner pages in the examples I found.
This does not prove that every article generated by autoBlogger will outperform every article generated by another platform. It is a comparison of six real published examples.
But inspecting the actual SEO output is a lot more informative than comparing feature lists that all say roughly the same thing.
A note for the app developers
If you build one of the products included here and believe the article I selected is not representative of your app, feel free to contact me.
If you can provide a publicly accessible Shopify article that you can confirm was generated using your product, I am happy to replace the example and score it using exactly the same criteria.
References
autoBlogger
Article: Diament Expert — The Art of Craftsmanship in Fine Diamond Jewelry
I can directly confirm this article was generated using autoBlogger.
Bloggle
Article: Street to Stable — The Voice of Agriculture Within Quiet Luxury
Merchant review: Street to Stable's Bloggle review
Reviewer: Street to Stable®
Review date: 19 February 2026
Essential AI SEO
Article: Propeller Depot — How to Read Propeller Sizing: Pitch, Diameter, Cup & More
Merchant review: Propeller Depot's Essential AI SEO review
Reviewer: Propeller Depot
Review date: 28 June 2026
Auto Blogs Agent
Article: Lifestyle Hobbies — Still Racing on a Static Rig? Here’s What You’re Missing
Merchant review: Lifestyle Hobbies' Auto Blogs Agent review
Reviewer: Lifestyle Hobbies
Review date: 15 April 2026
The merchant specifically says the app writes articles, generates images and publishes blog entries.
Jolt
Article: Powerful Health USA — Stress and Anxiety Relief: Exploring the Benefits of Magnesium Glycinate
Merchant review: Powerful Health USA's Jolt review
Reviewer: Powerful Health USA
Review date: 23 April 2025
AI Blog Agent
Article: Jackson's Cool Stuff — Master the Future of Wearable Technology in a Few Simple Steps
Merchant review: Jackson's Cool Stuff AI Blog Agent review
Reviewer: Jackson’s Cool Stuff
Review date: 26 August 2026
The merchant specifically says the app was creating blogs with little to no input.
Want to see what autoBlogger produces?
autoBlogger automates the wider Shopify blogging workflow, including research, multi-pass writing and editing, SEO structure, internal and product linking, imagery, publishing and more.
View autoBlogger on Shopify →