
The spread of AI (Artificial Intelligence) articles has led to a growing belief that human intervention is no longer necessary in SEO content writing. This news has spread worldwide and raised concerns among content writers. However, it's important to note that this statement remains unproven, yet can not be entirely denied.
ChatGPT, a prominent AI model, has explicitly stated that its purpose isn't to replace human writers but to assist them throughout the content creation process.
A number of SEO practitioners have undertaken case studies on this subject, with varying results. Some indicate that AI-generated SEO content has positive SEO outcomes, while others report the opposite.
Given this background, cmlabs decided to conduct a similar experiment comparing the performance of AI-written and human-written SEO articles on Google search results pages using keyword rank metrics.
The main objective of this experiment is to determine whether articles written by AI can achieve higher rankings on Google compared to articles written by humans.
This experiment took place over two months. The first month was used by the SEO and Content Writer team to research keywords and produce articles, and the following month was allocated for the SEO and data teams to track the ranking of each keyword and analyze its progress.
After conducting this experiment, additional data was obtained to support the experiment's findings. The following are the stages of the experiment we conducted.
All stages in this experiment were conducted fairly, with no differentiation or special treatment given to articles written by humans or AI. We applied the same guidelines to both types of content to avoid factors that could influence the performance of specific content.
In this experiment, we chose six websites, each of which already had different levels of content assets and organic traffic. These websites were tiketresmi.com, museumnusantara.com, inklusiuang.com, animalogi.com, teknohacks.com, and bundatimes.com.
Each website would later publish five SEO articles written by humans and five SEO articles written by AI, all with topics related to the website's niche.
The SEO team used third-party SEO tools such as Google Keyword Planner, Semrush, and Sequence Keyword Research Tool to conduct keyword research. This step is critical because each keyword has its own competitive level that can impact its ranking on Google.
To ensure that all keywords, both for AI-generated articles and human content had an equal level of competition, we followed the following guidelines:
Here is the list of keywords used in this experiment:
Websites | Writers | Keywords |
| tiketresmi.com | Human | travel pekanbaru dumai |
| Human | travel kediri surabaya | |
| Human | bus doa ibu | |
| Human | bus pangeran | |
| Human | bus sahabat | |
| AI | travel bandung cirebon | |
| AI | bus gumarang jaya | |
| AI | bus dewi sri | |
| AI | bus madu kismo | |
| AI | bus epa star | |
| museumnusantara.com | Human | sejarah tari sirih kuning |
| Human | busana tari tor tor | |
| Human | tata busana tari kecak | |
| Human | tari topeng sidakarya | |
| Human | tari malemang | |
| AI | busana pranakan | |
| AI | gitar dambus | |
| AI | bentuk busur panah | |
| AI | busana sikepan | |
| AI | busana surjan | |
| inklusiuang.com | Human | high risk artinya |
| Human | net working capital adalah | |
| Human | late charge adalah | |
| Human | metode penilaian investasi | |
| Human | aset tidak berwujud adalah | |
| AI | apa itu perusahaan pialang | |
| AI | apa itu golden cross saham | |
| AI | cara tebus right issue | |
| AI | pullback trading | |
| AI | apa itu tp | |
| animalogi.com | Human | sogok ontong |
| Human | makanan burung kutilang | |
| Human | makanan ikan sepat | |
| Human | jenis burung kecil | |
| Human | jenis ular sawah | |
| AI | burung kedasih | |
| AI | jenis bunglon | |
| AI | jenis musang | |
| AI | ciri ciri hamster hamil | |
| AI | makanan kesukaan katak | |
| teknohacks.com | Human | emmc adalah |
| Human | apa itu wireless | |
| Human | noc adalah | |
| Human | contoh cyber crime | |
| Human | segmentasi targeting positioning | |
| AI | ubah latar belakang foto online | |
| AI | cara scan dokumen di hp | |
| AI | wifi 6 | |
| AI | jaringan nirkabel | |
| AI | pengertian wan | |
| bundatimes.com | Human | susu uht yang bagus untuk anak 2 tahun |
| Human | pasang behel anak | |
| Human | areola ada bintik bintik tanda hamil | |
| Human | asi berwarna kuning dan berminyak | |
| Human | manfaat daun miana | |
| AI | anak muntah dan mencret | |
| AI | makanan pasca operasi | |
| AI | susu uht untuk anak usia berapa | |
| AI | bahaya susu uht untuk balita | |
| AI | susu almond ibu menyusui |
The launch of ChatGPT by OpenAI has captured the attention of a wide audience. Although ChatGPT is not the first AI of its kind, since its release on November 30, 2022, it has prompted various platforms to compete in providing features supported by ChatGPT or AI-based solutions.
In our case, we have opted to utilize ChatGPT through a Chrome extension known as AIPRM for ChatGPT. Additionally, we have used several available prompt templates within this extension. Our primary objective is to ensure that all AI-generated articles remain consistent in quality, thereby preventing biases and disparities among AI-generated articles, which could impact their performance in Google rankings.
Furthermore, we conducted preliminary testing of these prompt templates to produce an article using the "informational" keyword and compared it with articles featuring the same keyword on the Search Engine Results Page (SERP). The results indicated that the AI-generated article using the prompt template contained information similar to that found in the articles we encountered on the SERP. Therefore, it can be concluded that the prompt template is suitable for this AI vs. Human writing experiment.
The purpose of this experiment is to assess the performance of articles written by AI in comparison to those written by humans on the SERP. To achieve this, we have minimized or avoided any human intervention in the production of AI-generated articles. However, it is essential to ensure that all articles adhere to the same guidelines for consistent optimization.
Here are the guidelines for the creation of all articles:
In addition, there are supplementary guidelines to be followed for AI articles:
Furthermore, for the article cover images in both human and AI articles, we use licensed images downloaded from stock image providers.
Once 30 AI articles and 30 human articles have been produced, we proceed with their publication on the respective websites.
Websites | Writers | Keywords | URL |
| tiketresmi.com | Human | travel pekanbaru dumai | https://tiketresmi.com/travel-pekanbaru-dumai/ |
| Human | travel kediri surabaya | https://tiketresmi.com/travel-kediri-surabaya/ | |
| Human | bus doa ibu | https://tiketresmi.com/bus-doa-ibu/ | |
| Human | bus pangeran | https://tiketresmi.com/bus-pangeran/ | |
| Human | bus sahabat | https://tiketresmi.com/bus-sahabat/ | |
| AI | travel bandung cirebon | https://tiketresmi.com/travel-bandung-cirebon/ | |
| AI | bus gumarang jaya | https://tiketresmi.com/bus-gumarang-jaya/ | |
| AI | bus dewi sri | https://tiketresmi.com/bus-dewi-sri/ | |
| AI | bus madu kismo | https://tiketresmi.com/bus-madu-kismo/ | |
| AI | bus epa star | https://tiketresmi.com/bus-epa-star/ | |
| museumnusantara.com | Human | sejarah tari sirih kuning | https://museumnusantara.com/sejarah-tari-sirih-kuning/ |
| Human | busana tari tor tor | https://museumnusantara.com/busana-tari-tor-tor/ | |
| Human | tata busana tari kecak | https://museumnusantara.com/tata-busana-tari-kecak/ | |
| Human | tari topeng sidakarya | https://museumnusantara.com/tari-topeng-sidakarya/ | |
| Human | tari malemang | https://museumnusantara.com/tari-malemang/ | |
| AI | busana pranakan | https://museumnusantara.com/busana-pranakan/ | |
| AI | gitar dambus | https://museumnusantara.com/gitar-dambus/ | |
| AI | bentuk busur panah | https://museumnusantara.com/bentuk-busur-panah/ | |
| AI | busana sikepan | https://museumnusantara.com/busana-sikepan/ | |
| AI | busana surjan | https://museumnusantara.com/busana-surjan/ | |
| inklusiuang.com | Human | high risk artinya | https://inklusiuang.com/high-risk-artinya/ |
| Human | net working capital adalah | https://inklusiuang.com/net-working-capital-adalah/ | |
| Human | late charge adalah | https://inklusiuang.com/late-charge-adalah/ | |
| Human | metode penilaian investasi | https://inklusiuang.com/metode-penilaian-investasi/ | |
| Human | aset tidak berwujud adalah | https://inklusiuang.com/aset-tidak-berwujud-adalah/ | |
| AI | apa itu perusahaan pialang | https://inklusiuang.com/apa-itu-perusahaan-pialang/ | |
| AI | apa itu golden cross saham | https://inklusiuang.com/apa-itu-golden/blog/p>
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