Concentrar el presupuesto en estructuras publicitarias simples optimiza el aprendizaje algorítmico
- 24 fuentes la sostienen
- Esfuerzo bajo
- Retorno alto
- Dicho en 2022–2026
Fragmentar el presupuesto publicitario en múltiples campañas, conjuntos o productos diluye los datos de conversión e impide que los algoritmos de aprendizaje automático optimicen los resultados. Consolidar la inversión en pocas campañas continuas y estructuradas de forma sencilla permite acumular suficiente volumen de datos para estabilizar el rendimiento y predecir conversiones. Entre los distintos enfoques, las fuentes recomiendan aplicar configuraciones como públicos amplios y optimización de presupuesto de campaña (CBO), enfocar el gasto en una única oferta rentable, o iterar anuncios dentro de campañas activas en vez de crear estructuras nuevas o forzar incrementos abruptos de presupuesto.
Quién lo dice, con sus palabras
Esta idea no sale de una entrevista suelta: aparece en 24 intervenciones distintas de Professor Charley T. Son 24 fuentes distintas, y ninguna sabe de las otras. Que varias personas coincidan sin conocerse pesa más que una repitiéndose diez veces, así que aquí está lo que dijo cada una, con el enlace al segundo exacto.
profitable. The truth is that the ads that win long-term are not the newest ads. They're the oldest ones. The ones that ran long enough to build data, I've helped plenty of brands scale from six figures to eight and nine. Every single one of them had a handful of ads that spent hundreds of thousands of dollars, sometimes millions each. Not one of them got there by spreading a thousand dollar budget across hundreds
Copy This BANNED Meta Ads Strategy to Print $10K/Days · 2025 · comprobar
it was proving the validity of having a broad and a look-alike ad set inside of one campaign and you set and forget and you just consistently update the creatives and your ads but you don't constantly change where you're investing and that way Facebook gets smarter and smarter the dollars you spend today inform the decisions made three months six months two years from now architecture is keeping spending as much money as you can in as few places as possible and only making changes when your confidence is high of that change being a net positive for your outcome right
Facebook Ads Secrets with Charles Tichenor · 2022 · comprobar
Facebook is a machine learning algorithm. It's based on the volume and stability of data to produce a consistent end user The reason for one campaign is so you can put as much data into one place. Think of a campaign as your sales manager. It's your employee. Do you want to have a hundred employees Or do you want an absolute [ __ ] gangster spending the majority of your money and then your entire job is just help them be better at what they do? There's no valid reason to be running
Do these 5 things each day to scale Facebook Ads · 2026 · comprobar
And yeah, even if it stays the same, having fewer pieces that are more informed means that those ads have more data, which means their output is going to be more projectable, more predictable, and more stable. If you stop launching a bunch of new ads, those ads aren't going to fatigue. In fact, they're going to stabilize.
How to Test Meta Ads and Scale with Confidence · 2025 · comprobar
me a lot um see what Facebook where the budget goes if one adet or one ad take the most of budget but maybe but maybe it's not it's not the best CP you have you have to work there not stop and deliver the other because the other AD has the best CPA only because it plays in a different scenario with different budget with low budget so if you yeah if you understand that if you find something that it's a acceptable CPA but it takes budget and lots of if you find something that Facebook wants deliver and with a good CPA you have infinite way to improve that CPA and create to improve that ad to…
Crushing Facebook Ads: Luca Amici's Success Story · 2024 · comprobar
Daniel, que estás invirtiendo lo suficiente para obtener resultados estadísticamente significativos en tus pruebas? Porque en los últimos siete días, quiero decir , si miras la columna de entregas, probablemente verás que todos estos fueron aprendizaje limitado. Y si gastaras un dólar al día, por ejemplo, o una libra , esos resultados probablemente no serían estadísticamente significativos. Y en muchas de las cuentas que he visto, simplemente aumentar el presupuesto es lo que le da a esa campaña, o a ese conjunto de anuncios en tu caso, los datos que necesita para consolidarse y saber a quién…
34 Minutes of Helping Businesses Blow Up Their Meta Ads · 2025 · comprobar
their advice is to test as many ads as possible every week even test thousands of ads but that makes no sense let me Facebook is a machine learning platform which means that it gets better and better with what you give it as long as you don't change what you're giving it and force it to start over all the time the room when you're successful the worst idea you could possibly have is trying to screw it up don't fix what isn't broken especially when your biggest issue is you're not spending enough to take advantage of the opportunity you already have so yeah testing more when you could just
Building a Million Dollar 3:2:2 Ad for Hexclad from Scratch Masterclass: Facebook Ads Course 2023 · 2023 · comprobar
their exposure and if you have very few audiences like a broad audience and giving that ad the broadest audience which gives it the best chance of don't if you have instead of having a half a dozen or a dozen campaigns with a half a dozen adsets in each one creating 60 70 100 different ad sets each one today but your budget's like five grand instead if you put that in two or three places you're letting each one of those see a ton of data points which means every single ad itself is getting a dozen or two dozen conversions on a regular basis so the lookalike audience that each ad is creating…
🐉How To Train Your Facebook: Charley Tichenor the Algo Whisperer · 2023 · comprobar
you're going to run more ads do not start more campaigns the more campaigns you run the Dumber your machine is all
only investing in one place if you only have one campaign with with where all your money is being spent Maybe one or two adsets maybe you have one adet at Broad and you got four or five ads in there with one campaign that means all of your money is being spent in one place and that's a order a magnitude of complexity of like five it makes it really easy via 10 campaigns 10 ad sets with five ads a piece that's 500 options for Facebook to spend money and to try learn option number one with the five ads is a 100 times smarter than option number two which means it's 100 times more likely to be…
Master Facebook Ads in 2025 with Ivan Burev's PROVEN Strategies · 2025 · comprobar
in the simplest way, Facebook is a machine learning algorithm. It's based on the volume and stability of data to The reason for one campaign is so you can put as much data into one place as much. Think of a campaign as your sales manager. It's your employee. There's no valid reason to be running
Do these 5 things each day to scale Facebook Ads 📱 · 2026 · comprobar
So with all that being said, to David, every ad set is isolating data from every other ad set. So the more complicated your ad account, the dumber it is. If the answer is you want things that you can trust, that you can automate the growth of, that you don't have to manage and you know how they're going to do their job, then don't use cost gaps. Don't use ASC. Don't launch new ads unless you need to. Use dynamic creative. Go broad with CBO. Because you're letting the machine see the most amount of data. Also, seven-day click, one-day view. You're letting the machine see the most amount of…
3 Tips to MAXIMIZE your PROFITS · 2024 · comprobar
like in Facebook where it's a machine learning environment where the machine is learning how to do a job if you focus all of that effort on doing one job really well it's going to get better and better at it just like you know if be good at both right and so my point to is find out what you can do best find out what's best for your business and then ultimately make the machine focus on learning how to do that job as best as you can
Building a $1 Million Brand in 12 Months with Facebook Ads · 2023 · comprobar
only investing in one place if you only have one campaign with with where all your money is being spent Maybe one or two adsets maybe you have one adet at Broad and you got four or five ads in there with one campaign that means all of your money is being spent in one place and that's a order a magnitude of complexity of like five it makes it really easy via 10 campaigns 10 ad sets with five ads a piece that's 500 options for Facebook to spend money and to try learn option number one with the five ads is a 100 times smarter than option number two which means it's 100 times more likely to be…
Master Facebook Ads in 2024 with These 5 Essential Secrets · 2024 · comprobar
So should I just create maybe like three or four variations of this with different footage? You're already making money. So don't touch this ad. Just increase budget. The more ads you launch, the dumber the machine is, and you've already got the win. The worst thing you could do right now is launch new ads inside this campaign.
27 Minutes of Blowing Up a Meta Ads Account (Post-Andromeda) · 2025 · comprobar
this is one reason that our account structure has to be very simple the more complicated your account structure the less valuable any insight could be the less in the less actionable any data the fewer moving Parts you have the easier it is to keep something working and to improve upon it a a simple machine will always outperform in the concept of reliability and Longevity the more complicated your ad account is the less stable it will be because not only is it more moving parts but if you look at each moving part as an employee in your business and Facebook's a machine learning algorithm…
I when I build an a campaign that thing basically never gets turned off like and I try to design it in a way that it'll never turn off because I want to make sure that every penny I'm spending today informs the media that'll be spent in six months yeah when I'm turning ads on or off or ad sets on or off for campaigns on or off I think of it as firing an employee that I invested time and money into training and if I can avoid that happening if I have less churn I'll have
Ashton Shanks of HemonX & Charley T - Founder of Disrupter School Interview · 2022 · comprobar
the way you're going to win in 2023 is to stabilize and simplify your ad is that stability and we don't mean day to day we mean week over week month over month and more less variation and what you are spending your money on because the number one thing to really keep in mind is it's a machine learning algorithm and the more you spend in teaching it to do its job well the better it's going to get at doing that job consistently and what you need more than anything is consistency with the types of people
Crush Facebook in 2023: The 3 Things You Need to Know · 2023 · comprobar
diversify until the point where they're not getting enough information into their, but there's at least 184 budget lines here. I'm not sure how long you've been advertising for, but you know, that's 184 times where, you know, some small budget has been spent kind of understanding, wouldn't work. Um, so that, that would, a consolidation in this camp, this account and making it a little bit simpler for you to understand what's going on would probably be my, um, number one our ads, the right person. But the only way it can do that is with, if it has the information, right? It knows what success…
33 Minutes of Blowing Up a Meta Ads Account (Post-Andromeda) · 2025 · comprobar
job at it and the same thing happens with Facebook remember that equation of budget estimated action rate and Page score the amount of money that ad can spend might only be profitable at 50 bucks a day 500 a day but if you ask it to spend 200 or a thousand you're breaking the algorithm and that's what best employees to do all the work make your worst employee better or replace them that's the biggest thing become more efficient and you'll get more results without even having to increase
Mastering FB Ads Made EASY with Predictable Results! · 2024 · comprobar
I when I build an a campaign that thing basically never gets turned off like and I try to design it in a way that it'll never turn off because I want to make sure that every penny I'm spending today informs the media that'll be spent in six months off I think of it as firing an employee that I invested time and money into training and if I can avoid that happening if I have less churn I'll have greater potential or stability I don't know
Ashton Shanks of HemonX & Charley T · 2022 · comprobar
signals. Number two, use a profitable offer. Make sure that what you're promoting is the best for your business. And don't promote 10 different offers. Use the best one. Let the machine get really, really good at the job you're asking it. Instead of asking it to get where it's best for you. If you're promoting three different offers, odds are one of those is far less likely to get you somebody to come back and buy a second time. And if the profitability on someplace else, you should probably get what your business needs are. And then tell the machine to do that one thing. You are probably not…
Media Buying Course: The NEW Way to Scale Facebook Ads in 2026 · 2025 · comprobar
yo seleccionaría cuidadosamente, dentro de estos conjuntos de anuncios, aquellos que generan un gran presupuesto y que cumplen con las . Forma un equipo. Si ponemos a ese equipo en una nueva campaña que sea CBO, segmentación amplia, sin segmentación alguna, solo edad, género, ubicación, y dejamos que la máquina simplemente muestre a desviar tu presupuesto de esta campaña a la otra. Y lo único que va a hacer es, básicamente, recoger
34 Minutes of Helping Businesses Blow Up Their Meta Ads · 2025 · comprobar
a nomenclature thing but I when I build an a campaign that thing basically never doing stuff but for me I try to design it in a way that it'll never turn off because I want to make sure that every penny I'm spending today informs the media that'll be spent in six months yeah when I'm turning ads on or off or ad sets on or off or campaigns on or off I think of it as firing an employee that I invested time and money into training and if I can avoid that happening if I have less churn I'll have
Ashton Shanks Reveals Hidden Entrepreneur Secrets · 2024 · comprobar
how much of your ad account is in the learning phase. This brand apparently is at 12.9% in the learning phase, which is great. Basically, it's saying that, and in this case, 87.1% of all ad spend is being spent in campaigns where Facebook has statistical significance and confidence in knowing the outcome of the end user experience. That's what the learning phase is about. That's a
Meta just told us how to get better Facebook Ad results... · 2025 · comprobar
Lo que dijo cada uno, y en qué minuto
La ficha completa trae la cita literal de cada fuente, el minuto exacto del video en que se dijo y el enlace para verlo. Eso pide cuenta —es gratis— porque es el trabajo que hay detrás de esta biblioteca.
Ver las 24 citas de esta idea¿Y esto está hecho en tu producto?
Saber qué hay que hacer es la mitad. La otra es averiguar qué de esto ya está en tu código, qué está escrito pero apagado y qué falta. Marketero lo audita desde tu propio agente —Claude Code o Codex— sin que el repositorio salga de tu máquina.
Ideas del mismo tema
- Los anuncios ganadores deben sostenerse en el tiempo en lugar de rotarse constantemente
- Unificar las fases de campaña y capitalizar la prueba social maximiza el rendimiento publicitario
- Escalar la publicidad exige sistemas estructurados y fundamentos de negocio en vez de microgestión
- Alinear las campañas con el algoritmo publicitario es más eficaz que microgestionarlas
- La publicidad pagada sirve para amplificar las fortalezas del negocio, no para compensar sus debilidades
- CBO optimiza la distribución algorítmica, pero ABO es necesario cuando se requiere control manual del gasto