An excellent automotive mechanic is tough to seek out. Might AI assist me find one? It was price a shot.
First, a word in regards to the software I used: There are just a few variations between the publicly out thereand the $20/month subscription service, . Along with ChatGPT Plus being based mostly on the mannequin, I discover the most important variations to be the provision of Code Interpreter (which provides numerous neat analytics) and .
The plugins are one thing of a game-changer as a result of they allow — amongst many different issues — ChatGPT to do its magic utilizing present knowledge out there on the internet. Sans plugins, all the things ChatGPT is aware of ends in 2021. For this venture, I used the WebPilot plugin.
Concerning the automotive: Our 13-year-old Ford has reached the purpose the place it wants numerous work. It is a heck of a automotive, and we hope to have it for a lot of extra years, which implies that every now and then it wants some tending to.
We did not need to take it to the vendor however most well-liked to discover a mechanic domestically, right here on the town. I used ChatGPT Plus to assist determine the particular person to whom we finally introduced our automotive. It seems he is a man who doesn’t personal a cellphone and refuses to make use of e-mail. (So he is clearly a a lot happier and smarter particular person than you or I’ll ever be.)
To guard his id, in addition to to repeat the experiment, I made a decision to run the identical queries utilizing Melbourne, Florida, a city on the opposite aspect of the nation, for example.
The plan was easy: get ChatGPT to investigate Yelp and Google opinions to seek out out which mechanic native residents appear to love finest.
With ChatGPT Plus, it’s important to allow plugins at the beginning of a session. So, to begin, I enabled WebPilot.
One fast word: Beforehand, I attempted to get ChatGPT to scan each Yelp and Google opinions on the identical time and the AI at all times bought confused. So, for this demonstration, I am separating these queries. (And it nonetheless will get a little bit misplaced.)
Right here was my first immediate:
Use WebPilot to scan Yelp opinions for automotive restore outlets native to Melbourne, Florida. Combination the assessment outcomes and let me know which restore outlets, based mostly on the typical assessment worth and the variety of opinions, produce the best degree of buyer satisfaction. Don’t embrace any automotive sellers or restore outlets which might be a part of automotive sellers, and be sure you keep solely inside Melbourne.
I bought again a reasonably helpful response:
Then I advised it:
Do the identical for Google opinions.
As you’ll be able to see, it bought misplaced, complicated LA Health and Residence Depot with auto mechanics. I then tried to get it to re-run the search, however I explicitly advised it to substitute Google for Yelp:
Do the identical, however use Google opinions as an alternative of Yelp opinions
This time it simply failed. Somewhat than wanting up outcomes, it advised me the best way to seek for them myself. Generally when the AI will get confused, a extra complete immediate might help. So I fed it the unique immediate I used above, however with “Google” instead of “Yelp”:
Use Webpilot to scan Google opinions for automotive restore outlets native to Melbourne, Florida. Combination the assessment outcomes and let me know which restore outlets, based mostly on the typical assessment worth and the variety of revews, produce the best degree of buyer satisfaction. Don’t embrace any automotive sellers or restore outlets which might be a part of automotive sellers, and be sure you keep solely inside Melbourne.
As you’ll be able to see, that labored. Subsequent, I requested it to do a:
Now carry out a sentiment evaluation on each units of outlets based mostly on their Yelp and Google opinions and rank them when it comes to how prospects price them, together with a brief descriptive abstract that displays total buyer satisfaction or lack of satisfaction. Current the outlets so as of their total rating, with essentially the most constructive sentiment as the primary store offered.
This didn’t lead to an aggregated rating. I made a decision once more so as to add extra specificity to my immediate. Here is the immediate that yielded the perfect outcomes:
Now carry out a sentiment evaluation on each units of outlets based mostly on their COMBINED Yelp and Google opinions (REVIEW COUNT AND NUMBER OF STARS), AS WELL AS ALL THE CUSTOMER COMMENTS, and rank them when it comes to how prospects price them OVERALL, together with a brief descriptive abstract that displays total buyer satisfaction or lack of satisfaction.
The all-caps phrases are phrases I added that gave the immediate extra readability. They’re upper-cased so that you can see my modifications (ChatGPT does not take note of case). I additionally modified this sentence as proven in all-caps:
Current the highest 5 outlets so as of their total rating ACROSS BOTH YELP AND GOOGLE, with essentially the most constructive sentiment as the primary store offered.
The outcomes had been rather more in step with what I wished. First, it offered a mixed detailed report:
Then, as a part of the identical reply, it offered an total rating.
After I did this right here, domestically, the restore store really useful by ChatGPT Plus is the one we took the Ford to. Thus far, it has been a really satisfying expertise. Amongst different issues, one thing one other store quoted as costing greater than $2,000 to repair wound up costing about $250 with the mechanic really useful by AI.
I took one last step, which I hadn’t tried earlier than. As a university professor, I typically advised my college students to indicate their work, to assist me see how they bought to their conclusions. I did the identical with ChatGPT Plus. It was attention-grabbing.
Present your work
Total, I am fairly intrigued by the potential for letting the AI mixture public sentiment knowledge. Nevertheless it’s vital to watch out as a result of this knowledge is tough to substantiate. And, as we have seen, the AI often loses the thread, so you actually by no means know the way dependable its conclusions might be.
As an experiment, although, it was enjoyable. And, thankfully for our over-the-hill Ford, it is proving to be an excellent end result.
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