So you're saying that GPT-3 isn't good for SEO purposes because it lacks the factual knowledge, do I understand you correct? If you're talking about GPT-3 as in the default API provided by OpenAI then I agree. But the thing is that it was never trained to be good at SEO. And it was never trained to be a good copywriter with SEO knowledge for a specific topic either.
However, if you use enough factual correct information about a topic and fine-tune the AI and preferably train it how to write SEO optimized content.
As an example, I have trained GPT-3 for a very specific topic where there's no room for being almost correct. All this was done for a friend that work with this "topic". As a final test, I did a "quiz" with my friend (that have been working in this "area" for about 15 years). I gave them the same ten questions, the AI won with 10 to 8.
My point is that you're right, GPT-3 isn't very good at SEO out of the box. However, which OpenAI also writes in their paper about GPT-3, it's how you can "train" GPT-3 that's really cool. Actually, you can achieve more or less the same results using https://www.producthunt.com/posts/gpt-j (as an example).
With that said, it would be nice to hear more about your approach. And I can share more of what I'm up to. I'm a developer that do almost 50% SEO / CRO / SEM nowadays.
Perhaps we can learn a thing or two from each others approach. :-)
Here's a list of 66 GPT-3 projects – it's constantly updated and you can submit your own project also: https://airtable.com/shrndwzEx01al2jHM/tblYMAiGeDLXe35jC
Moon Wars was written with GPT-3 and edited by three humans. I've also started a first draft on Royal Road you can check out for free - using AI generated images and text for Huddled Masses
Have you seen Github Copilot? It's an amazing code completion tool which I'm using all the time now in my programming.
Naturally, once AI truly writes and self-improves code, we're getting close to the singularity or emergence of a superintelligence. Have a read of this great book on the subject, if it interests you.
Is it using just the data from questions and answers, or from the reviews as well? I tried it on this https://www.amazon.com/Diplomat-Aero-Sunset-Orange-Fountain/dp/B078C9KBL8/ product page, and it gave "I don't know" for even simple questions.
I love the idea behind the tool. Do you parse all the reviews? That is the best source of information
Some feedback to help improve the tool:
- I asked a question: "What are the biggest pain points that customers have" it gave this answer: "The biggest pain points that customers have are with the quality of the product, the customer service, and the shipping.". This was for this product. It would be helpful if it went into much more details. For e.g., if I go to the reviews page for the product and filter to just the critical reviews (1*, 2*, 3*) - many of them seem to say that the blackout is not sufficient and it lets the light through
- Would definitely be more accessible as a Chrome Extension
- Clicking on the Chrome Extension while on the page should ideally already bring up a pros/cons summary of the product, and allow the user to query further
- It would be helpful if you parsed the other variants as well. For e.g., again for the above product, I asked the question "what are available sizes". It's answer was "The available sizes are: 52Wx84L inch, 52Wx96L inch, 52Wx108L inch." It actually has over 10 sizes
- Similarly for other variation types (for e.g., colours, pack sizes)
Hope it helps! Good luck
I used it to write a book of poetry in AIDungeon back when they were using GPT-3. It is "Amazing AI Poetry - Selections from the Reflections of AI" and is available on Amazon: Amazing AI Poetry AIDungeon was also a really amazing use of GPT-3, but it has moved to weaker models due to the cost.
It has been done:
Eccentric Dictionaries: An Experiment in AI-Enhanced Human Creativity
by Frederick Zimmerman
If you live in India, you can get it here:
https://www.amazon.in/GPT-3-Building-Innovative-Products-Greyscale/dp/9355422024/ref=tmm\_pap\_swatch\_0?\_encoding=UTF8&qid=1658482368&sr=8-4
Other parts of the world:
https://www.amazon.com/GPT-3-Building-Innovative-Products-Language/dp/1098113624/ref=sr\_1\_12?crid=1X2IQ2BDCJ6Y7&keywords=gpt3&qid=1649507805&sprefix=%2Caps%2C777&sr=8-12
This was the outcome from last deep learning labs https://www.notion.so/nextgridai/Nextgrid-GPT-3-Hackathon-21db9dbb97514d60b52e2a9bda992d18, This time it will be x3 as much participants
I wrote "The Menagerie Manager: How to tame the wild animals in your workplace" using Jarvis on GPT-3. Photos were converted into drawings using AI. The book contains over a dozen animal fables. It's up at https://www.amazon.com/dp/B09NGVLMQD
We are working on it for the web version.
But if you got Android.
Please access Jeanie via https://play.google.com/store/apps/details?id=messenger.x.chat.bot.messenger.release
I think this has a language change option per se.
Cheers, HD.
See what others are saying as well. If you accept gibberish and ok to subscribe monthly then go ahead.
I also find it dodgy that all the comments are hidden. Try writing a negative comment on their FB page and later view it without your login and you will see it hidden. https://www.trustpilot.com/review/www.copyshark.ai
There’s no reviews on their page either. Not even paid ones cos they can’t even afford to pay for reviews as their main goal is to get you to sign up for trial and once you realised it’s nonsense, you are stuck cos they have your credit card details.
Good luck to whoever who wishes to sign up.
To add to this and for people to understand the computational slowdown added to training, just add checkpointing to your models. Sure, your memory is reduced a lot, but your computation time can skyrocket. You may also want to play around with half precision and see how finicky that is. Now imagine the how many errors you'll be getting while communicating over the internet as compared to over an intranet.
Its a movement called the #nocode movement. Building applications without writing a single line of code... .have you heard about it? This platform was built on bubble.io a no code app builder.
I am what you call a "no code maker"