Automating With Google App Scripts and Chat GPT (Beginners Friendly)
Summary
TLDR本视频讲述了使用Google应用脚本和GPT进行自动化处理的理论和实践,包括通过Google应用脚本发送电子邮件和日历邀请的例子。视频还介绍了使用Chrome扩展程序Automa进行浏览器自动化的经验,以及与Microsoft Power Automate的比较。此外,作者分享了解决自动化问题的方法,强调了熟悉工具全面功能的重要性,并展示了如何利用Google应用脚本创建个性化的PDF邀请和自动化日历事件。最后,视频强调了在自动化过程中尽可能减少工具转换的重要性,并提供了一些提高效率的技巧。
Takeaways
- 🔧 在尝试解决自动化问题时,首先通过谷歌搜索和Stack Overflow寻找解决方案,优先考虑高赞的回答。
- 🌐 探索新工具如Automa时,重要的是要阅读其文档,了解所有功能,这有助于发现更高效的解决方案。
- 🔄 尽管Automa提供了平台无关性和灵活性,但它可能不如Microsoft Power Automate强大,并且可能存在一些bug。
- 💡 使用Automa和Google应用脚本等工具进行自动化时,了解工具的所有功能非常关键,这有助于提高工作效率。
- 📚 在开始使用新工具或软件时,通过阅读完整的文档和观看相关教程视频,可以更全面地理解其功能和使用方法。
- 👩💻 利用Google应用脚本进行自动化时,通过Chat GPT来编写和调试脚本可以有效节省时间和提高准确性。
- 📅 使用Google应用脚本可以自动化一系列任务,如发送定制化的邮件和创建日历事件,提高了工作效率。
- 📈 在处理Apollo导出的潜在客户数据时,正确使用筛选器可以显著提高潜在客户的质量,从而提高自动化流程的效果。
- 🖥️ 在自动化过程中,尽可能在单一工具内解决问题,避免过多使用连接器或额外的工具,以减少复杂性和提高效率。
- 🔍 在解决自动化挑战时,不仅要搜索在线解决方案,还可以利用GPT模型和GitHub的问题跟踪来寻找或验证潜在的解决策略。
Q & A
谷歌应用脚本与自动化有什么关系?
-谷歌应用脚本用于自动执行诸如发送电子邮件和日历邀请等任务,它是一个强大的工具,可以提高工作效率和自动化重复性任务。
什么是Automa,它如何与其他自动化工具比较?
-Automa是一个Chrome扩展,允许用户创建浏览器自动化流程。与Microsoft Power Automate相比,Automa是平台无关的,并提供更多自由度,但可能不如Microsoft Power Automate功能强大,且可能包含一些错误。
为什么说“没有解决方案,只有权衡”?
-这句话表达了在选择自动化工具时经常需要权衡不同工具的优缺点,没有完美的解决方案,只能根据具体需求选择最合适的工具。
在自动化过程中遇到问题时,应该如何寻求帮助?
-首先,通过谷歌搜索和Stack Overflow查找解决方案;其次,利用Discord等社区资源;再次,通过阅读文档和使用GPT等工具来获取帮助。
使用新的自动化解决方案时,为什么了解所有功能很重要?
-了解所有功能可以帮助你充分利用工具的潜力,避免不必要的工作和错误,确保你能高效地自动化业务流程。
如何有效地利用Apollo进行前期筛选来提高自动化流程的效率?
-通过使用Apollo的筛选功能,比如公司规模、使用的技术和关键字等,可以在自动化流程的早期阶段筛选出更相关的潜在客户,从而提高整个流程的效率和结果质量。
谷歌应用脚本在自动化中如何使用?
-谷歌应用脚本可以用来从Google Sheets中提取数据,创建个性化的PDF文件或电子邮件,并自动发送这些文件。它也可以用来创建和发送日历事件,显示出极高的自动化和个性化能力。
为什么理解工具的全部功能对自动化来说很重要?
-理解工具的全部功能可以帮助你更高效地解决问题,并可能发现更简单或更强大的方法来执行任务,从而避免不必要的复杂性和额外的工具使用。
如何使用GPT来辅助自动化脚本的编写?
-可以将需要自动化的任务的细节输入到GPT中,GPT可以帮助生成或改进自动化脚本的代码,提高编写效率和准确性。
探索Google应用脚本的价值有哪些方法?
-通过阅读官方文档,查看Code labs上的教程和案例学习,以及实际编写和测试脚本来探索Google应用脚本的功能和潜力。
Outlines
👨💻 介绍自动化过程中遇到的困难,以及解决方法
分享最近在使用 UTA 工具自动化过程中遇到的一些困难,主要集中在工具本身的限制,以及后续想要商业化该自动化流程时出现的挑战。介绍了自己是如何解决这些困难的,包括 Google 搜索、查阅 Stack Overflow、Discord 论坛、閱读工具文檔以了解全部功能等方法。这使我认识到 Google App Scripts 的强大功能,可以实现我想要的自动化。
📊 分享爬取Apollo数据的案例,强调了解工具功能的重要性
分享了一个客户使用 Apollo 导出大量低质量销售线索数据,然后需要我用自动化流程进行处理加工的案例。后来发现客户在导出数据时没有充分利用 Apollo 的过滤功能,导致输出的线索质量很低。在指导客户添加更多筛选条件后,相关线索的比例大大提高,证明了解并充分利用工具已有功能的重要性。
📚 重点阅读文档,观看教程视频,以充全利用工具的全部功能
每当使用一个新工具时,都会优先閱读全部文檔,观看 2 小时左右的 YouTube 教程视频。这可以让我全面了解该工具的所有功能,避免局限在已知的功能上设计自动化流程,而错过可以直接利用的更好方案。这也是我在学习 UTA 工具时遇到的情况。
🔎 Apollo数据筛选案例,证明了解工具的重要性
继续讲述 Apollo 数据筛选的案例。指导客户在导出数据前,添加更多筛选条件,如技术指标、关键词、地区等。这极大地提高了输出数据的质量和相关性,自动化流程的效率也得到大幅提升。再次证明了解和利用工具的全部功能至关重要。
💡 展示Google App Scripts的自动化示例,证明其强大的功能
通过一个示例展示了 Google App Scripts 的部分自动化功能,包括 reading 谷歌表格数据、动态生成 PDF、发邮件和日历邀请等,交互式演示了整个流程。这证明 Google App Scripts 功能强大,完全可以实现我之前想通过 UTA 实现的自动化。
📧 Google App Scripts自动发送个性化电子邮件和日历邀请
基于谷歌表格的数据,Google App Scripts 可以自动为每位接收者生成个性化的 PDF 附件,并通过电子邮件发送给对应的邮箱地址。另一个脚本可以根据表格数据,自动在 Google 日历中创建约会事件。这些自动化操作快速、高效,展示了 Google App Scripts 的强大实用性。
🤝 建议尽可能在单一工具内解决自动化,避免引入更多复杂性
视频最后,分享了一个自动化专家的建议:尽可能在单个工具或平台内解决自动化流程的全部步骤,避免引入像 Zapier、n8n 等额外的连接器或平台,从而增加过程的复杂性。这是一个值得参考的经验。
Mindmap
Keywords
💡自动化
💡谷歌应用脚本
💡疑难解答
💡自动发送邮件
💡效率
💡日历邀请
💡个性化
💡Apollo
💡动态文档
💡ChatGPT
Highlights
第一个重要的重点文字
第二个显著的重点文字
Transcripts
automating with Google app scripts and
GPT today is going to be a bit more of
a
theoretical video with a very
interesting examples at the
end in which I'm using Google app
scripts to automate important tasks such
as sending emails and sending calendar
invites but before I dive into it I want
to share with you what I've been doing
in the last three days I've been trying
to automate a process in UTA and aoma is
this amazing Chrome extension that I
found the other day and I created a
video about it basically aoma allows you
to create um browser automation flows it
has a ton of Alternatives you can
trigger using um URLs using sending
files schedule triggers you can scrape
websites you can record any movements
that you do in the browser and then have
the workflow ready it just endless
opportunities and the thing that I liked
most about automa in opposing to
Microsoft power automate that was the
tool that I've been using mostly for all
all of my automations so far I mean the
majority of my automations was the fact
that automa is platform agnostic so it's
not specific for Microsoft and it also
it is also a
Chrome extension which provides a lot of
freedom in opposing to Microsoft power
automat that some people if they don't
use Microsoft they will need to have a
VPS
installed and this is this causes some
sort of friction so I have automations
that I've created in Microsoft power
automate and I wanted to implement them
in automa as well
but uh I heard the other day an
interesting quote that I liked it said
there are no Solutions only
tradeoffs no Solutions only tradeoffs
and this is correct so although AA is
amazing as I told you and it provides a
lot of flexibility it isn't as powerful
as Microsoft power
automate and uh it also has some few
bugs that I encount
in opposing to Microsoft power automated
has a huge theme behind it and keeps on
being updated anyway in the last few
days I've been struggling to get this
automation running and I was able to
solve this but I also wanted to added to
add a layer that will allow me to
distribute um the
Automation and also charge for the
Automation and this is where I I
encountered many challenges basically
this is the automation by the way way
it's one of the automations it goes to
Facebook um sorry about that it Loops
through a Google spreadsheet which H
contains many URLs many Links of
prospects it Loops through each one of
them it sends a friend request it sends
a like of the recent
post and then it sends a DM based on
what we input so let's say hi I'm
selling X Y and Z or whatever and then
it updates the Google sheet and moves on
to the next Prospect so this is
basically the
Automation and I've been struggling to
make this work um and I wanted to share
with you the process that I've gone
through in order to try to solve this
and then we will move on to another
takeaway with regards to
automation um and then we will cover the
last example which is using Google app
scripts which is way more powerful than
I
knew um Okay so
whenever I encounter an issue in when
I'm automating first of all what I'm
doing obviously is I Google search I go
to stack Overflow and I see what is the
most upvoted
solution stack Overflow let's see an
example power automate not opening Excel
so you can see here this is by the way
you can either go to the specific um
quote unquote I don't know how to call
it it's not stock overflow but there are
like dedicated forums of your specific
solution of the specific software that
you're using so for example in this
case we can see here someone open this
query the power automate will not launch
and you can see here it was solved and
then you just sort by the amount of up
vote so if people that also stuggled
with the issue are going to up vote the
solution provided so you can assume that
this is the best solution so I just
start testing Solution by solution based
on the amount of up votes and this is
also relevant for stock
overflow so you can see here someone
asked
question and you can see here someone
answered as we can see there are no of
Vols but let's look for a
different answer this is okay so this is
a question why doesn't canand which
faces skyro rocketing rent prices build
housing to control the price of rent its
politics it's stacking change and you
can see here that 17 people have voted
this
response so this is the first thing that
I'm doing I
usually do Google Search and then I try
all the solution that I see in stock
overflow or in the dedicated forums of
the solution next I'm going to look in
Discord in the dedicated Discord and UTA
has a dedicated Discord and over there I
also looked for the solution like in the
search um functionality of Discord
nobody encountered similar solution
similar problem or challenge similar to
mine so unfortunately I didn't find the
solution from the
search and then I posted in the Discord
if anyone can help me and I did so I
tried posting the question pretty early
because while because I want to post the
question fast and then have let people
the opportunity to answer me while I'm
also looking for solution so I try to
work simultaneously first of all trying
to collect the collective wisdom and
asking my peers and in the meantime also
looking for the solution on my
own what I did afterwards is I went to
GPT and I opened the
documentation and this leads me to the
next
step and this is a takeaway that I
started implementing I think like two or
three years ago and I also share it with
a lot of with people that I teach
automation or any business process so
whenever I start working with a new
solution I make it a
point to get familiar with the all the
features that the solution is offering
so it is very important as soon as you
start working with a new solution that
you read through the whole
documentation just to give you a scope
of the abilities that the solution
provides because very often we want to
automate a business
process
and we
try using connectors let's say Z or work
arounds
but the actual solution resides in the
software but we are just not aware of
the ability of this that the software
provides let me come up with an
example so let's say we are using email
marketing an email marketing software
and we are not aware that we can create
our own custom fields and use them as
Dynamic fields in the email template so
let's say the address we can pull the
address from the database the address of
the the physical address of the prospect
we can pull
it and send it dynamically to all the
emails like per uh recipient will get an
email with his own address so so if
you're not aware of this feature that
you can create your own customer custom
parameters um you're going to be stuck
looking for a work around or a solution
while this is actually something that is
being being offered by your solution so
for example when I was when I started
working with otoma I made it a point
first of all to read all the
documentation just go over and see the
the functionalities and I also try to
dedicate at least one or two hours on
double X in 2x speed of watching uh the
the most the top rated YouTube video
YouTube tutorial for
beginners about the solution in this
case in AAS I don't have many tutorials
but I also did this because once you see
the top voted solution in YouTube the
top voted tutorial for the solution you
get a better understanding of how people
utilize the tool and
it just gives you a better overview of
how you can use the tool in opposing to
diving to diving right into the solution
and then you're missing a lot of
functionalities and you also might be
setting up the tool
incorrectly and I think this is a very
important H lesson or takeway that I've
been trying to implement every time that
I'm using a new software and I
understand the urge of trying to dive
right into the things and understanding
and messing around and and learning by
trial and error which is also great but
I do think it it would it is a wise
choice to make it a point at least to
read the whole documentation and watch
like two hours video tutorial about the
solution so um I what I did I looked for
the solution over here and this was
actually very helpful I found that the
Expressions part of the solution might
be relevant for my knees and I mean this
was the thing that I wasn't able to
figure out so I just copied the whole
thing and I pasted it in in chat GPT and
I asked chat GPT to write the variables
in their correct format based on the
automa documentation and based on what I
pasted and it was actually able to spit
out the variable in the correct syntax
which I wasn't able to create so I might
you might think that I'm dumb but it is
what it is I just wasn't able to figure
out the
correct syntax because it was like a
nested name inside the name and this the
the
auta naming convention or the way that
they use variables is not
straightforward at least in my opinion
so I leveraged I leveraged I leveraged
jgpt for this another alternative which
I've done in the past was
downloading the whole documentation and
uploading it as a knowledge base to CH
GPT or whichever framework that you
would like to use that has a knowledge
base so this is another
alternative
um and the last thing that you can do is
going to GitHub to the GitHub
repository and go to the issu section so
GitHub
automa
issues and over here you can
see the open issues so if you see open
issues these are issues that other users
are encountering and some of
them I mean sometimes there is just a
bug in the platform that is still wasn't
fixed and you might be encountering the
bug so it's very important to take a
look in the GitHub repository in the
issue
section to to make sure that you're not
not just bangging your head against the
wall trying to solve something when
there is actually a buag and this is
very frusterating
understanding that you've tried
different workarounds and looked up and
invested a lot of time looking for
Solutions online and then figuring out
it's just like you were doing everything
correctly but there is just a bug in the
platform so it might make sense to check
the issues section very soon in your t t
shooting process
okay so that was the end of that this uh
was like a short intro regarding
troubleshooting and what I've been
encountering in the last few days and
this um I'm going to transition to a
story about Apollo scraping so the other
day I had a client of
mine and they wanted to automate a
process a workflow in which they
exported emails
from Apollo
and then they wanted to enrich the data
using data from the website of the
prospects and using data from H Facebook
their Facebook ad library and different
data
sources and we build the Automation and
those automation basically was working
just fine but it took a lot of time and
then um I told them listen how are you
exporting the lead from Apollo and when
we discussed regarding the way that they
export the lead from Apollo we
understood that they are exporting in a
non-efficient or non- effective manner
because they didn't leverage the filters
that Apollo is
offering and this is related to what I
mentioned before so if you start using a
tool a service provider such as AP poloo
or any service provider and you're not
aware of the
abilities you might be losing a lot of
time or wasting a lot of energy
doing stuff that is not effective so in
this example they gave me a ton of
leads um from Apollo and then I did the
automation the automation had to qualify
the leads and see if they were relevant
and we had like 3% of leads that were
relevant from the whole from 100% so
let's say we
had 2K leads
exported so only 60 of them were
relevant so this was very very low so I
told them listen are you filtering the
Apollo leads before you send them to me
and they told me that they were not
aware of all the filtering abilities so
I told them okay listen let's try to
filter first of all company side this is
straightforward everybody knows that you
can filter in AP poloo using headcount
but then I told them let's
also filter by technology so in Apollo
you have the ability to filter based on
the technologies that the the website is
using and since we were targeting a
companies that are running Facebook ads
I told them listen let's look for
Facebook ad pixel this is a technology
that we can look for perhaps we can lose
a look for um an AB test all the AB
testing tools so
unbounce um vwo stuff like
this and we also added a l layer of of
keywords
and obviously geographies and job job
titles Etc so this way adding more
filters at the top of the
process helped us in creating a smaller
pool of prospects which were way more
relevant and then we created we ran the
automation again on this pool of leads
and in opposing to 3% of qualified leads
we got almost 30% % of qualified
leads and this just goes to show you the
importance of knowing different tools
and different abil abilities of tools
and this is why I like uh automation
automating business processes and I'm
always keeping an open mind because
sometimes a small Nuance in the tool
just a small feature in the tool can
completely accelerate your automation
process and make your business process
way more efficient and
effective so this is why it's so
important to understand all the the
features provided by the tool and this
is related to what I been encountering
with AA because I've had many challenges
solving this uh specific Challenge B AA
with regards to Distributing it and it's
probably it's not doable without like a
very big and significant work
around Okay cool so we covered UTA and
we covered the story about Apollos
scraping and I also discussed the
importance of
documentation and this leads me to the
last topic for today which is using
Google app scripts and this is actually
a realization that I finding that I had
just a few days ago about the power of
Google Apps scripts
sometimes um we are looking in other
places looking for solution but the
solution might be under right under our
nose and this is an example of me
not being probably I wouldn't say not
being curious enough but not
understanding the whole scope of
abilities that Google app scripts is
providing but now I understand and it is
really amazing and I want to share with
you what I did just just a small
example to pick your curiosity with
regards to uh using Google app scripts
and the reason why I'm sharing this with
you because I wanted to create the
Automation in
automa but now I'm thinking but since I
I realized okay this is very challenging
with AA and you always have this dilemma
should I um muscle through the challenge
and try to solve this or should I leave
this um service provider this solution
provider and try to build the solution
elsewhere so I thought of going back to
Microsoft automate or maybe automating
with selenium
base so I just went back and forth and
then I said okay maybe I can just build
something with a Google Sheets and zapia
or or Google Sheets with
n8n and I looked up looked it up in
YouTube and then I saw someone that just
created an automation using Google app
scripts and this picked my curiosity and
this is what I build using Google app
script so
basically just a a small example so I
created a
database over here it's a Google
spreadsheet of first name last name
company name email and an event and what
I wanted to do is create an automation
that sends out
emails to all the prospects over here so
let's say
Tanny deito
whatever Chris Ronaldo
Etc now let's
say I'm just going to add this fast okay
so I have all of these
prospects and I wanted to send all of
them an email with an attachment and
this is very cool because you can
actually Leverage Google app scripts to
create an
attachment
dynamically so check this out what I did
here I used GPT chat GPT to write this
speech template and this is a a pitch
for selling Automation Services and as
you can see here this is a dynamic field
de first and last
name in today's rapidly evolving digital
landscape staying ahead requires not
just in but also the ability to execute
processes with efficiency and and
precision Etc now we have tailor
automation solutions for company name
and this
is the ID of the document and what I did
over here I went to chat GPT and I asked
it to develop an app script for
me so the goal to develop an a Google
app script that automates the creation
of personalized invitation PDFs using a
Google Docs template the script should
replace specific placeholders in the
document with information from Google
sheet spreadsheet first name last name
and company name then email the
customized PDF to an address listed in
the spreadsheet requirements Google
Sheets contains the data to personalize
each invitation including the
recipient's first name Google Docs a
template for the invitation with
placeholders and Google app scripts to
automate steps for the script
development
so you can see over
here and then you can see over here it
wrote the script and what I
did you can just come
here extension up
scripts and this is the code I just
pasted the
code and you save the project
name over here I created a button so
this is also something very nice if you
want to sell your automation or
internally just want to make the
automation look better you can
draw the
button so
event send event this is the other
automation I'll show you in a
moment save and
close and right here you can
assign a
script so you assign a script basically
you go back here you take the name of
the function so create calendar calendar
in events I will explain to you in a
moment what it
means assign script paste it and there
you go whenever you press the button
it's going
to run the script so basically as I
showed you the first script that I
created which you can see over here
basically takes all of these
emails and it
creates a document dedicated per
recipient it updates the first name and
last name and company name based on the
data over here and it sends all the
emails to everybody so you can see here
I'm going to press the button it is
running the
script
basically what it does now it is
actually updating the
document per customer P per recipient
and it is also sending the the emails
which is amazing imagine that you had
over here like 200 uh
rows finish script let's open
Gmail
you can see
here please find attach your
invitation Dear Chris Ronaldo in today's
rapidly evolving digital landscape ahead
blah blah blah you
see T automation solution for Ronaldo
like it took the company
name let's go to the next one is D De
Vito
dear Dan deito for deito this is a
company name this is amazing this is
really cool so using GPT chat GPT to
write the script and just creating the
script now I wanted to see if I can also
create events I wasn't
sure if I can also add calendar events
but fortunately I I could add the
calendar events and it's amazing because
all of these tools are in the Google
Suite uh it's so easy to automate
everything by the
way I wanted to share with you that
Google offers a ton of free resources
for learning more about their um
Solutions and tools so you can just go
over here to Cod laabs and see different
um lessons and tutorials very high
quality guided tutorial that they are
sharing regarding all of their tools you
also have similar stuff for Google
Google ads YouTube ads
um just a wealth of free knowledge that
is provided by Google so I highly
recommend that you check it out now let
me share with you the second script the
second script is basically I wanted to
create
events based on these hours and I went
to chat
GPT and I asked it to create
I will show you exactly
what I
did never
mind I I went a bit back and forth with
it because it it
didn't didn't write the script correctly
on the first iteration but after like
two Corrections he did write the script
correctly basically what I did I took
this I copy and pasted it into CH GPT
and I told it listen I want you to send
to create a Google app script to send a
calendar
invitations to these emails based on the
event time and then it wrote this
script which is
very short so basically create calendar
events it is
pulling the data from the
spreadsheet it is extracting the the
event details from each row it is
passing the event data and time it
calculates the end time assuming one
hour duration for each event it creates
the event title dynamically meeting with
first name and last name from company
and it creates the calendar
event now let's see how it does
so so let's open the
event 5th of 5th of March
okay so not too many events in this
calendar but let's send the
event boom meeting with your own Ecom X
Factor meeting with your own bin meeting
with
yba yes that's
it as you can see just added all the
events 1 hour
long obviously l i could have adjusted
it making sure that it also sends the
specific uh I don't know Zoom link
because you can over here add the zoom
link or location
or more attend attendees for the event
there is a ton of stuff that you can do
with this but for me it was just
mindblowing to understand the abilities
of Google app
scripts I think we will start wrapping
up this video um it was kind of of a
high level video
regarding how I view troubleshooting
with automations and the importance of
understanding all the abilities of the
tools I remember like 5 years
ago I spoke with an automation architect
and he told me that one of his most
important takeaways or tips is first you
must try to solve all the Automation in
as little tools as
possible so he made it a point to try to
solve as many steps of the Automation
natively in a tool without moving the
without
changing entities or moving the entities
in different workflows in different
solutions so if you can automate let's
say you want to create filters or
forward stuff so forward email so you
just use all the functionalities that
Gmail is already providing you can
automate a lot of stuff natively in
Gmail in opposing to starting to
move to connect zier or make to Gmail
and then connecting it with via API so
as much as possible try to solve stuff
in one uh SAS or one service provider
and not expand using connectors like
make or n8n or zapier because this
um makes the process just just more
complex so again this video was mostly
focused on how I view automations and
the
importance like the emphasis that I'm
putting on understanding all the
features and abilities that the solution
is providing before running into the
solution and trying to solve the solve
what I need to solve within the
solutions because I want to move to
remove
inefficiencies and yes I guess that's it
for today if you guys enjoyed the video
please um make sure to subscribe
obviously leave a like and a comment
below let me know your thoughts about
the video if you have any questions I'm
always happy to answer if you have ideas
for improving the video the content the
pace the depth uh of what we covered
please feel free to share any criticism
I'm always welcoming criticism putting
in the Reps and trying to create better
content while I'm learning from this
um and Reporting my findings to you
guys sep of water before we end
up yes I guess that's it until next time
keep on
automating
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