Hello!
This is my 1st post here, and full disclaimer I am not a developer.
I have a list of around 46k businesses and their websites. I am looking for a way to automatically check their website to see if they are in the domain that I am looking for.
For this I created a script that opened their website with gpt4 o mini and looked for different keywords. If it found anything relevant it would provide a “1” and if not “0”.
This propt got me around 60% accuracy for the "1"s and 90% for the "0"s. This not unfortunately is still vague.
Then I engineered a new prompt. This one:
"Based on this company’s website, can you confirm that they are a Eye surgery center providing vision correction? You can check as many pages of the website as needed to be sure. There is their website: {website}
Here is a description of Eye surgery centers which provide vision correction:
Eye surgery centers providing vision correction are advanced medical facilities focused on improving patients’ eyesight through cutting-edge surgical procedures. Staffed by board-certified ophthalmologists and refractive surgeons, these centers diagnose and treat refractive errors such as nearsightedness (myopia), farsightedness (hyperopia), astigmatism, and presbyopia. They provide personalized care, starting with comprehensive eye exams and consultations to determine the most suitable treatment for each individual. Their services often include laser-based procedures like LASIK, PRK, and SMILE, as well as alternative solutions such as refractive lens exchange (RLE) or implantable collamer lenses (ICL) for patients who may not be candidates for laser surgery. Equipped with state-of-the-art technology, such as femtosecond and excimer lasers, these centers ensure precise and minimally invasive treatments with quick recovery times. The goal of these clinics is to help patients achieve clearer vision, reducing or eliminating their dependence on glasses or contact lenses, and enhancing their overall quality of life.
If after analysing the website you are more than 90% sure that they are an Eye surgery center which provides vision correction return the value “y”.
If after analysing the website you are not at least 90% sure that they perform eye correction surgeries, you are to search the company online.
Use the name of the business which is {Name}, they are based in {City}, their adress is {Adress}.
You can search them on Google My Business, Facebook, Yelp, Healthgrades, etc, until you are at least 90% certain of your findings in regards to their activity
Rate your confidence as to whether this company is a Eye surgery centers which provides vision correction from 1 to 10.
1 is that you are absolutely certain that the business is not a Eye surgery centers which provide vision correction. 10 is that you are absolutely certain that it is.
Return “N” as your output if you can’t come up with an answer with at least 95% confidence."
Unfortunately, upon running this there war an error saying that GPT can not search the internet. So I was a bit lost and decided to ask for some dirrection here.
How can i write a good prompt that will actually work and get me better accuracy when it comes to this list. I want to target it in my business but I can not afford a 40% error.
Thank you for your time. Please explain in begginer/dumb terms please =)