full
Google Ads Strategy Using AI To Outrank The Biggest Competitors
Discover how we used AI to spike up our Google Shopping Ads until they outranked the biggest competitors.
Regina Bellows sits down with Glen Wilson as he reveals how the AI tool called FeedGen achieved significant improvements in competitive visibility and ad performance for his clients' campaigns. FeedGen utilizes generative AI to optimize titles, descriptions, and attributes of products in shopping feeds, ultimately improving visibility in the auction and increasing exposure. This is a tool we’re now going to integrate here in Solutions 8 and it’s the same tool Google uses for their shopping ads! Learn more about it now by listening to this episode.
GitHub link: https://github.com/google-marketing-s...
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0:00 Intro
0:32 Google Ads Strategy Using AI To Outrank The Biggest Competitors
2:40 What is FeedGen?
9:28 FeedGen updates and info
12:20 FeedGen template sheet
19:08 Success with FeedGen
25:11 Checking spend, revenue, and MER
28:13 Utilizing FeedGen for Solutions 8
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Transcript
This is being built out now.
2
:Pretty well.
3
:Anyone with Solutions 8 is
getting this tool attached.
4
:We are optimizing
everyone's shopping feed.
5
:We've got our in house specialists
doing this, every day now.
6
:if we can get anywhere near performance
like this, with just optimizing titles
7
:and descriptions and making sure all
our feeds, built to best practice.
8
:Why wouldn't we do it?
9
:Hi, everyone.
10
:This is Regina and also
Glenn from Solutions 8.
11
:Hi everyone We're gonna walk through
feed gen I have no idea what it is,
12
:but I think glenn's gonna show us and
he has some serious Success with it.
13
:What is it glenn?
14
:feed gen, a free tool provided
by the Google marketing team.
15
:can be accessed by GitHub I first came
across BGN probably late last year.
16
:and.
17
:Let's just say it's not the
most intuitive tool to use.
18
:when you look at it and you look at the
GitHub and you look at the repository.
19
:oh my God, this looks so confusing.
20
:And then when you start, all depends
on which account you're running it.
21
:If you're doing in a cloud workspace, it.
22
:Should work if you're doing it
in normal Google Gmail account.
23
:It doesn't work.
24
:It breaks.
25
:It was such a nightmare to use and
I was really struggling on getting
26
:the thing to work, but I persevered
and I got in contact with the
27
:developer and, Big kudos to my hub.
28
:he's in Germany.
29
:He works for Google and he
has been nothing but helpful.
30
:really great guy.
31
:Him and I've been chatting on
LinkedIn, quite extensively.
32
:I've just been persevering.
33
:And after about probably six to
seven weeks, I got it working.
34
:And, worked out how all the configurations
were, all the nuances, setting it up,
35
:use it and uses the Google's Vertex AI.
36
:what is that you ask?
37
:Good question, Regina.
38
:what is the value?
39
:What is it?
40
:Do you, what's the final result?
41
:Why would someone want to use it?
42
:It is a.
43
:Google shopping feed optimization tool.
44
:So what it will do based on best practice.
45
:it will optimize Google shopping
titles and Google shopping descriptions
46
:along with any attributes that
you have like colors, materials,
47
:sizes, all that sort of stuff.
48
:And as we all know, those attributes
and really well optimized titles
49
:and descriptions go a long way in
helping you become more prevalent
50
:in the auction and more exposure.
51
:Whilst that process of optimization for
feeds could be good for, it's easy enough.
52
:There's lots of other tools that
do that for you, data feed, watch,
53
:go data feed, those sorts of tools.
54
:You can create rules
and that sort of thing.
55
:not a lot of people.
56
:One, have the budget to use those
tools to have the wherewithal to
57
:create and optimize titles and
descriptions for thousands of skews.
58
:And we've got clients that
literally have thousands of skews.
59
:We got one that's got 47, 000 skews.
60
:So could you imagine having to go through,
even if you did create feed rules, how do
61
:you optimize title tags and descriptions?
62
:47, 000 skews like that
would be a nightmare.
63
:This tool feed gen lends itself
perfectly for those type of businesses
64
:that have a massive skew range.
65
:And why does it help with 47, 000 skews?
66
:how can it be better than a rule?
67
:this is the power of
the tool, what it does.
68
:So if anyone knows anything about
Google's AI, Gemini, Gemini has
69
:a version called Gemini pro.
70
:And as of today, whilst we're
recording this video, Gemini pro 1.
71
:5 was released.
72
:I've contacted the dev.
73
:I've said, who is 1.
74
:5 years yet.
75
:We're going to update it
probably today or tomorrow.
76
:I'm hoping we will be
accessing Google's latest AI.
77
:model using this tool.
78
:Amazing.
79
:what this tool does,
it uses Gemini vision.
80
:Gemini vision it has the ability
to go somewhere and it will look
81
:at your webpage or look at an image
and then go, in that image is, a red
82
:shoe with white shoelaces and it's a
men's version and the background is
83
:a, forest so it can recognize things.
84
:So it's, Google lens, you can take
something in Google lens on like on
85
:your phone, it can recognize that.
86
:So that's called Google's.
87
:The Google vision.
88
:So when it inside the script, you
put in the link to your image, the
89
:link to your webpage, and there's
two options where you say, go look
90
:at my image, look at my webpage.
91
:It will then look at your description.
92
:It'll look at your image, look at
the webpage and go, I think that you
93
:should have this in your title and you
should have this in your description.
94
:Wow.
95
:you just feed it your entire website
you'll have the ID, your item ID, whether
96
:it's a Shopify ID, and then you'll
have your existing title, your existing
97
:description, any other attributes you've
got, color, size, then you've got a link
98
:to the product page and you've got a link
to your image and you feed that into, and
99
:then there's a couple of other things.
100
:I'll show you how that works.
101
:It called few shot prompting.
102
:So there are Best practices
for Google are if I'm an apparel
103
:brand and I'm a well known brand.
104
:let's just say we'll
use Nike as an example.
105
:Everyone knows Nike shoes.
106
:So Google's best practice is put your
brand first, then you have your product
107
:type, then you might have a color size.
108
:So Brand, gender, product type, color,
size, any other attribute at the end.
109
:And that's how you would generally
have the flow of a title.
110
:If you're not that well known a brand,
you would probably put your brand.
111
:So that's called appending the brand.
112
:So you might just have gender
product type attribute in any other
113
:features you might have in there.
114
:Yeah.
115
:If you're, a physical product, would
have a different layout of how you would
116
:have that type, And in, inside the,
feed gen tool, that is the description.
117
:There is, they've got a table
going, if you're an apparel
118
:brand, this is what we recommend.
119
:got to take into account.
120
:This is Google's.
121
:Tool that they built for
their shopping auction.
122
:you follow this, it might help you.
123
:Yeah, use this tool, follow our best
practice, optimize your titles, optimize
124
:your descriptions, put in your attributes.
125
:It might help you in the auction.
126
:that's how we've been doing it, as well.
127
:Like every agency in the whole world
has been doing it that way, right?
128
:Like we write some rules, we decide,
okay, do we want the brand at the
129
:beginning of the end, what are
the most important keywords that
130
:we want the algorithm to look at?
131
:We try to.
132
:Structure the words that way.
133
:And then you end up with a product
title that might be optimized
134
:for the algorithm, it doesn't
necessarily make any sense, right?
135
:It's not like a sentence or
a nicely worded description
136
:in the title of the product.
137
:It's like a series of words in the
order of importance, basically.
138
:And not only that too, what we
have to take into account is.
139
:In a shopping auction in the Google
shopping, Google is delivering
140
:products using it's AI, isn't it?
141
:You imagine if that same that's
giving preference to Things in auctions
142
:and we got it that's doing the run
of the auction and we said, Hey,
143
:I can you help us with their ties?
144
:Sure.
145
:I can do that for you.
146
:Yeah.
147
:Why not use it?
148
:It's going to choose what order to
put words in that it likes the best.
149
:Yeah, that's cool.
150
:this is the GitHub repository.
151
:And this is just the code, don't
have to worry about any of that.
152
:Here it is.
153
:FeedGen, optimize shopping
feeds with generative AI.
154
:the last one is at March 2024.
155
:Probably once this is
published, it'll be April:
156
:Cause like I said, Gemini 1.
157
:2.
158
:Five pro is out so we can use that.
159
:but he's all description.
160
:This is how you use it.
161
:Getting started.
162
:There's screenshots of the templates.
163
:and this is where you look at this
and go, Oh my God, this looks so
164
:freaking fusing, and then you get to
the few shot prompts and then you've
165
:got output tabs and you've got scoring
and evals and is it, was it good?
166
:Was it bad?
167
:It's got image understanding.
168
:And then down here, obviously
this is what I was talking about.
169
:Best practice.
170
:So this is the best practice
in my own power brand.
171
:they consider this is how we recommend
you have your title structure.
172
:Are you a consumable?
173
:This is how we recommend you
have your title structure.
174
:So depending on what sort of
product you're selling, it might
175
:be a good idea to have your title
structure laid out like this.
176
:Not only that, when we're looking at a
shopping ad, Google shows 70 characters.
177
:you'll only ever see 70
characters and then maybe dot.
178
:If there's anything after the 70
characters, there'll always be the
179
:three dots, indicates to the user
that the title has been truncated
180
:because there's more characters, but
we never see them inside a paid ad.
181
:but Google gives us 150 characters.
182
:Most people don't use 150
characters in their title tag.
183
:and those are the keywords so you want
to ideally you want to use as many
184
:keywords as are Relevant to your product
is usually about 150 if not more you
185
:need a hundred and fifty care highly
recommend that if you don't have hundred
186
:and fifty characters in your title tag
that's relevant to your product Yeah,
187
:I think it's a lot of people don't
realize is You've got 5, 000 characters.
188
:You can use the description, and
I can guarantee you there aren't
189
:too many people putting 5, 000
characters in it into a description.
190
:Now, Google knows this, so it's going
to try as best as it can to populate
191
:the title in the description as well
as it can to get as close as it can.
192
:feedgen is going to try it knows
that it's 150 character limit
193
:inside the title, 5, 000 character
limit inside the description.
194
:it will generate, the and description.
195
:then once you've run the script, you
can then go through and check it.
196
:So this is an example
of the latest version.
197
:this is the input fee.
198
:This is Google's demo product store.
199
:And so this is here.
200
:guys say here, Google, here's my
current, everything I've got my item
201
:ID, my title description, brand, gender
category, blah, blah, blah, blah.
202
:So you're telling Google, this
is currently what I've got.
203
:here's my product inventory.
204
:You have a configuration platform.
205
:Now this is where you
basically tell your feeding.
206
:There's this prompting.
207
:Everything's done
through the Google Cloud.
208
:So you've got to have
a Google Cloud account.
209
:You've got to open up vertex
account, enable API's enable users.
210
:It is.
211
:all the steps are in
here on how to do this.
212
:And if you come to the sheet under the
getting started, make a copy of the
213
:sheet, import this, everything's here.
214
:Step 1, 2, 3, 4, 5, 6, 7, 8, 9, 10.
215
:It's not import your target feed,
input feed, blah, blah, blah.
216
:That in itself, a two sentence
description, whilst it makes sense, there
217
:could be in that step alone, 30 steps.
218
:That doesn't sound fun.
219
:No, it's not.
220
:and that's the thing, when
you might grab your feed, but
221
:then it's gotta be like this.
222
:And then sometimes, when you've
got a description, there's all
223
:these weird characters in the
descriptions and it's just, a mess.
224
:Yeah.
225
:They gotta be cleaned up.
226
:So it's not, it's whilst these
steps are easy, oh, okay.
227
:I just need to do these things.
228
:A lot of people get lost
like this step five.
229
:If you don't already have one,
create a Google Cloud project, enable
230
:a Vertex API, here's the guide.
231
:And then, ensure your all users are
running Fiji and have the Vertex user.
232
:Oh, what does that mean?
233
:So that was like, oh my God, but
there's guides here, but it's not an
234
:intuitive process, but once you've
got it working, that's just setting it
235
:up, then you've got to configure it.
236
:With all of these settings, like
there's tick boxes here and here, and
237
:there's different models you can use.
238
:And it, it gives you an estimation
of how much it's going to cost you.
239
:And do you want titles?
240
:And do you want descriptions?
241
:How much it's going to
cost you like for a click?
242
:yeah, so it'll give you an estimation
of how much it's going to cost you
243
:because you're using Google's API.
244
:It's AI.
245
:So it will cost you for them to rewrite
everything this has got, 1, 000 products.
246
:So 1, 000 products to rewrite
1, 000 products they charge like
247
:a one time fee to rewrite it?
248
:2.
249
:46.
250
:So you've got a completely optimized
description and title for 2.
251
:50.
252
:Imagine paying an outsourcer or a,
contractor to optimize your title
253
:tags and descriptions they take money.
254
:I didn't realize that's when you
open up a Google cloud project.
255
:Okay.
256
:So when you go to Google cloud
console, Google will say, Hey, open
257
:up an account and he's 300 credit.
258
:Okay.
259
:They give you 300 to play with anyway.
260
:So that's a few feed gen runs, isn't it?
261
:I see.
262
:Yeah, you've got to put in a credit card.
263
:if you want to keep using it, but it is
a very cost effective way to optimize
264
:your titles and your descriptions.
265
:Yeah, for sure.
266
:You think that Google will
someday automatically do this?
267
:Like maybe this is their way of beta
testing some AI algorithm that's
268
:going to, Some day be part of Google's
standard go to and then by then when
269
:they do that, the competition will
be such that everyone's using it.
270
:yeah, maybe.
271
:it's giving recommendations.
272
:you look at the generative AI that's
coming into Google already now, there's
273
:recommendations on titles and like text
ads this is a little bit harder, but in
274
:saying that too, there might be keywords
that the AI doesn't put in your title
275
:that you actually want in your title.
276
:that's where, we run a, a script
especially for PMAX campaigns.
277
:And it has a thing called Ngrams and
we can have a look at our, PMAX has an
278
:insight section and it'll give you keyword
categories and it'll show you, are you
279
:getting convergence on those keywords?
280
:Oh, we're getting, let's grab this keyword
and put it in our title tag, but the
281
:Vertex IO might not have that in there.
282
:So whilst it saves a lot of time,
it's not 100 percent infallible.
283
:If that makes sense.
284
:You have to come through
afterwards for 47, 000 characters.
285
:Can you use feed rules after it optimizes?
286
:If you say, it works the way it
works once you've run it once.
287
:So you obviously, you initialize it,
then you've got to run the feed gen.
288
:this is where everything, all the
actions are done, generate, you can,
289
:have multiple steps, multiple runs and
get it to, Keep running and running.
290
:Then when you're happy with the output,
you then make sure you tick everything.
291
:It creates this output feed.
292
:this is what you then
create a supplemental feed.
293
:Everyone knows how to do supplemental
feeds if they run Google ads.
294
:And then the supplemental feed
with the optimized titles and
295
:descriptions now become the default
and attaches to the main feed.
296
:So it is a little bit of a muck around.
297
:But, if you want best practice
employed to optimise titles and
298
:descriptions, it is a great way to.
299
:To get this process done for
you very quickly by the company
300
:that you're advertising on.
301
:Yeah, that's really cool.
302
:I turn this on and, we won't be
showing the brand name and, What
303
:have you, for privacy for the client.
304
:But, I'm gonna open up a Google
Merchant Center and I want you to
305
:tell me when you thought I turned it
on competitive visibility businesses
306
:with the highest visibility.
307
:And so it compares you with Amazons and
Walmarts and Etsy and blah, blah, blah.
308
:Ah, so I turn this on
Thursday, the 14th of March.
309
:That's when I added the supplemental fee.
310
:we're truly, up, down, up.
311
:And the red line is, standard.
312
:Yeah, it's up.
313
:It's down a bit of a drop impressions
that we're looking at in the
314
:blue competitive visibility.
315
:This is your visibility in the auction.
316
:So how competitive are you?
317
:I think so.
318
:It's like page over elaborate
page higher position and adds
319
:organic ratio kind of averaged out.
320
:this is just generally the next screen.
321
:I'm going to show you is then
inside the merchant center.
322
:You can then go.
323
:Okay.
324
:How am I comparing to my competitors?
325
:So yeah, there might be 10 brands
that you're competing against.
326
:My brand is competing against
these other 10 brands, right?
327
:So inside merchant center,
there's a business visibility
328
:compared to other sellers.
329
:Now on the right here are
all their competitors.
330
:And then this is the relative
overlap, high position ads, organic
331
:ratio of the competitors down here.
332
:Now these will be blurred out.
333
:Obviously we don't want to
give away that the clients.
334
:Brand name.
335
:So this turquoise line here is the brand.
336
:So let's look at the first one.
337
:This is like a very major
competitor and this is their
338
:visibility compared to our brand.
339
:Now, I think they dropped down a
little bit here, up, down, but again,
340
:March 14 consistently getting better
performance, you didn't get some major
341
:budget increase around that same day?
342
:what I've done, see, with this
account, and I'll show you the
343
:performance inside Northbeam.
344
:We've got Northbeam
attached to this account.
345
:Our biggest problem with this
brand always has been scaling.
346
:But maintaining me up so we'll we've
got to row a subjective set on standard
347
:shopping P Max campaigns, and we wanted
to spend more but we need to get make
348
:sure we are getting return coming.
349
:I could easily increase revenue spend.
350
:But revenue is going to drop.
351
:And that's the biggest problem we've
always had is how do we scale, spend
352
:while scaling revenue at the same time?
353
:So we want spend and revenue to
move up stair step with each other.
354
:Don't we?
355
:Yeah.
356
:I've always had my recommended
budget scam, please spend
357
:more, but I need this return.
358
:I wanted to show you was the
performance of when I turn this on.
359
:So it's nearly been a month.
360
:This is a major competitor,
been outranking them.
361
:Another major competitor, as you can
see, they've always had more presence.
362
:Now outranking them.
363
:Another major competitor.
364
:It's hard to see yellow, isn't it?
365
:But again, now outranking them.
366
:Another competitor, now outranking them.
367
:That's incredible.
368
:so do you think this happens
because when the product feed is
369
:fully optimized the way Google
loves it, it gives, a better score.
370
:Like it's easier to win the bid in
the ad auction over this competitor
371
:because Google just likes your ads.
372
:It likes the way the title's written.
373
:It likes the way the
description's written.
374
:Yes, you've optimized your title tag,
remember, up to 150 characters and up
375
:to 5, 000 characters in the description.
376
:Now, what I've found also is that.
377
:And I did it before and after.
378
:So like I said, we run these,
this is for PMAX mainly.
379
:I had a look at the converting
keywords inside PMAX.
380
:Before I turned it on, right?
381
:And I could see inside the
insights there, like there was
382
:consistent non branded search terms.
383
:I've got inside my
performance max campaigns.
384
:I've excluded the brand and I'm
bidding on new customers only.
385
:So it is very non branded.
386
:There's no brand coming into
these performance max campaigns.
387
:I want a lot of non
branded keywords coming in.
388
:What I saw after I turned this on
is that the amount of non branded
389
:keywords Jumped up by about 50%.
390
:So I was getting more and
more keywords converting.
391
:And I was like, because There was
more words inside the description.
392
:Oh my God.
393
:And then I could see the end grams
and I was just getting in a lot
394
:more options because you're giving
Google way more information.
395
:Yeah.
396
:There's more information.
397
:Yeah.
398
:And not only that, the natural, so
everyone has free listings as well.
399
:The free listing impression
shares started going up as well.
400
:Free traffic.
401
:Product feed also controls
what shows in the free listing.
402
:Inside the goods.
403
:Free listing.
404
:we've had a flow on
effect from that as well.
405
:So just to show you the effect,
okay, so this is Northbeam.
406
:This is all of my shopping campaigns
I've got attached to this campaign.
407
:To this account, right?
408
:So that includes performance max
campaigns and standard shopping campaigns.
409
:So we've got multiple
strategies running here.
410
:So this is the performance in the period
in particular from March 14 to April 9.
411
:this is the most recent period
and take into account that I've
412
:wanted to keep spending the client
wants to spend, but wants to
413
:maintain revenue at at SCAR, right?
414
:We're getting in the auction more,
a lot more exposure and then down
415
:here I've run a filter on the left
hand side are all the campaign names.
416
:All these campaigns have a shopping
feed, whether it's a performance max
417
:campaign or a standard shopping campaign.
418
:All right.
419
:I've been able to increase spend by 100
percent while maintaining revenue at 83.
420
:MERs only drop by 10%.
421
:So in literally under a month of
doubled as spent, just about doubling
422
:our revenue at the same time.
423
:That's incredible.
424
:Yeah.
425
:Because usually when you try to push for
growth, there's a diminishing return.
426
:always going to be that way
just because that's the way
427
:the free market works, right?
428
:You're moving up the funnel.
429
:There is going to be a slight
diminishing of, But only dropping
430
:10 percent when you've doubled
the budget is like unheard of.
431
:And in such a short time period,
usually doubling the budget is
432
:something you work on for years.
433
:Yeah.
434
:wouldn't say That that is the only
thing like we've been able to scale.
435
:They've got other marketing
platforms as well.
436
:So they're not able to scale Facebook,
but because Google is converting so much
437
:better at the same time, and performance
max is converting and spending and
438
:converting and spending and converting.
439
:They just so many more as you
saw, the visibility is just.
440
:Going for the route and the competitive
visibility, they're constantly outranking
441
:their competitors now in the option.
442
:So when we looked at the, that
blue spike on the other screen.
443
:this one.
444
:Yeah.
445
:I asked if you increased the budget.
446
:It sounds like there was no, I didn't
increase any budget and double.
447
:Yeah.
448
:So what I had, we'll have a daily budget.
449
:There might be a campaign
that daily budget is 500.
450
:But I'm saying I need to
rise to 250 or 280 or 300.
451
:It won't spend 500.
452
:it'll go.
453
:Yeah.
454
:if you want 280, I can spend maybe 300.
455
:Okay.
456
:Okay.
457
:So it was never spending its daily budget.
458
:Yeah.
459
:Now all the campaigns are
going, yep, I can spend more now
460
:because I'm in the option more.
461
:Very cool.
462
:It just took off.
463
:Then it resettled and now it's moving
back up to this top of this spike.
464
:I'm really looking forward
to see where this guy is.
465
:That's amazing.
466
:So what's the plan?
467
:Are we going to start using
this with other clients as well?
468
:so this is being built
out now pretty well.
469
:Anyone with Solutions 8 is
getting this tool attached.
470
:We are optimizing
everyone's shopping feed.
471
:We've got our in house specialists
doing this, every day now.
472
:So we're getting feeds ready.
473
:It is a little bit of set up.
474
:Like it takes a while to do, but if
we can get anywhere near performance
475
:like this, With just optimizing
titles and descriptions and making
476
:sure all our feeds, built to best
practice, why wouldn't we do it?
477
:Yeah, I think we should roll
this out as a standard operating.
478
:Oh, yeah, it will be.
479
:It will be.
480
:We've started already.
481
:we've got a lot of other good things
going on as well, with the extra
482
:service offerings that we've got.
483
:Facebook, Klaviyo, this is huge.
484
:Like we'll have more, in the next coming
weeks as we get more and more accounts
485
:fed in to using this tool using FeedGen.
486
:like I said, version 1.
487
:5 of, Google vision pro will
be attached to feed gen.
488
:I'm hoping today, come on my
head, get it ready for me, mate.
489
:it's pretty cool.
490
:I'm really grateful to you for hopping
on this early for our clients sake,
491
:because I think that it's the type of
thing where if you can get ahead of the
492
:competition, you'll have, a year before
everyone else gets up on board with it.
493
:And then, you have that, Those spikes,
whereas someday that might not be
494
:the case, it might not be the case.
495
:Yeah.
496
:But at the end of the day, we asked,
we are playing in Google Sandpit and
497
:we have to play by Google's rules.
498
:and Google Sandpit is becoming more
and more controlled by their generative
499
:AI and their AI tools, AI engine.
500
:And it just makes sense.
501
:Let's just use their thing
that is running our apps.
502
:Yeah.
503
:To make our ads better.
504
:Get ahead of the competition.
505
:Yeah.
506
:I love it.
507
:thank you for showing it to me.
508
:No.
509
:Did you learn some, something
new today, Virginia?
510
:I learned everything about FeedChen.
511
:So we got feed gen.
512
:We're rolling it out for everyone.
513
:All right.
514
:everyone, thank you so much for watching.
515
:We're going to include the link to
the, Google's feed gen page on GitHub.
516
:If you want to walk through the
instructions and set it up, or if you
517
:get stuck, let us know and we will,
work with you and make it happen.
518
:So thanks for watching.