wow
New customer acquisition on Meta is getting cheaper, contrary to popular opinion.
When looking at average nCAC across all 1,000+ ad accounts tracked by Northbeam, we can clearly see that costs dropped by as much as 33% in Q3 year over year.
This is tracking billions in ad spend, filtered for accounts that only appear in both quarters, for a fair comparison.
How is this possible?
A few hypotheses:
1. Public opinion (especially on this platform) is quick to blame Meta. Anecdotal evidence is NOT indicative of an actual trend - you must bring data. This is kind of our whole thing at @northbeam.
2. Meta has made significant algorithmic changes this year, as we've seen in past charts shared on this channel. It seems like these changes are working. Or at least, people are adapting.
3. I do not expect this drop to continue forever. Although we have eschewed all seasonal trends here, CACs will increase during BFCM and stay elevated through Christmas.
4. Targeting new customers has gotten easier. Northbeam Apex and Meta's incremental attribution have improved new customer acquisition performance across our advertisers.
5. So it's not just prices - it's HOW we are targeting new customers. Because we're better at targeting, it's getting cheaper over time.
6. These attribution models only improve with time. Therefore, the downward trend seen below.
7. The huge spike is Amazon Prime Day + Father's Day + 4th of July, which were awkwardly placed near each other this year.
8. Meta remains undefeated. We had some growing pains there, but this chart clearly shows that on average, new customer acquisition is improving, at least across Northbeam advertisers.
9. Everyone is listening to people like @9operators when they hammer new customer acquisition as a key priority for your business, and therefore folks are getting better at it.
10. Something happened this summer. Some kind of cultural vibe shift mixed with macro changes. Folks are just... happier? And happier people buy more stuff. You probably feel it too.
11. Macroeconomic challenges around gas prices, shipping disruptions, and exchange rates have culled a generation of DTC businesses, which has decreased competition somewhat. Lots of businesses folding this year.
12. Meta is actually listening to us and building a platform that permits us to efficiently and cheaply target new customer acquisition. Granted, they are still pushing AI that will make many of the people reading this message redundant.
13. The loudest folks online are the ones having problems with Meta Ads. I know many killers on here who don't ever speak to their own performance and are doing great right now. As a wise man once said:
"The realest ecomm operators move in silence like the 'g' in lasagna."
What are you seeing in your data?
All charts and analysis by @BryanBumgardner 🛰️
We'll create 10 ad creatives for you for free (good for Meta, LinkedIn, Google etc.) - just let me know in reply:
1/ your company/product website, and
2/ if there are specific angles you're curious to try. (Static, video, AI UGC, product shots, claynimation, etc. or you can just let us do our thing if you're not sure)
👇
(context: we're about to release our Creative Generation feature with @Adsideai and I want to give one last shakedown before release)
People will say "Cold email is not dead" and share a dashboard with a .9% reply rate and .3% interested rate. Buddy you bothered 3M people to get 10K weak answers from your worst leads.
So: if cold email is dead as a gtm strategy, what are people doing these days to get demos/sign ups for B2B?
I just compared our reply rates in 2026 vs 2020, and my learning is: cold email is so dead as a gtm strategy.
I did YC in 2020 with @hiresweet_ , and we ran a pretty intense outbound email campaign then. We had >25% reply rate (classice 1 email + 2 follow ups, with high degree of personalization).
I'm going through YC a second time with @Adsideai , and we started another cold email campaign 2 weeks ago. I just checked the results: reply rate <3%.
(the campaign is much better than then, and PMF is overall stronger).
Is anyone really making any sort of revenue out of cold emailing in 2026? (excepted cold email agencies & vendors)
This is the future of healthcare
Finally, you can get real healthcare directly from your Claude, ChatGPT, GrokBot, Muse, or Instinct.
Just tell them to use FutureClinic. Agents welcome.
Healthcare will never be the same again.
Backed by @ycombinator
Thanks for the shoutout @danyisbuilding! #paidadswork
Robin Choy retweeted
Highly recommend @Adsideai for paid ads
Congrats @MaxJunestrand! I remember this email from 2024 back when you were still called Leya - you did go big indeed 🔥🔥🔥
We have raised a $550M Series E at an $8.8B valuation, led by Atreides.
Every major existing investor is back in, and we’re welcoming Baron Capital, Capital Group, Fidelity, Glade Brook and J.P. Morgan. We picked investors who think in decades. Several of them work with law firms and legal teams every day, so they can see where the work is heading.
Lawyers are moving from AI assistants to agents that do multi-step work. The money goes there. We’re growing our teams across North America, Europe, Latin America and Asia-Pacific, and going deeper on the Legora aOS.
Thank you to the 1,000+ people at Legora, and to the 140,000 legal professionals who use what we build.
I say this a lot because I believe it: it’s the best time in history to be a lawyer. We're thankful to be a part of it.
Full story: legora.com/blog/series-e
Robin Choy retweeted
Announcing VideoGen Model 1.
Up to 10 minutes of consistent video. The look, sound and story hold together start to finish, and it's over 50% cheaper than comparable models.
Link in the comments to apply for free credits and early access.
🤖 Made with AI
Robin Choy retweeted
We’re betting our $5.5M seed round that the next leap in AI coding won’t come from OpenAI or Anthropic.
It’ll come from a new feedback loop that learns from you.
Introducing Beacon: open-source, self-improving memory for coding agents.
Your sessions capture how you debug and solve problems. Today, that context gets lost and you have to re-explain things every time you switch tools.
Beacon continuously distills your sessions into reusable skills across Claude Code, Cursor, Codex, and 20+ harnesses, so your next agent can learn from the last.
Beacon is free and OSS 🌟 github.com/Asymptote-Labs/ag…
Why should the frontier labs be the only ones winning with your sessions?
You already did the work. Now let your coding agents learn from you.
Robin Choy retweeted
We're excited to announce that we have raised a $6.1M seed led by @645ventures, with @ycombinator, @January_Capital , @RebelFund_VC , @sterlingroadvc , @transposevc and prominent angel investors including @nejatian @iEchoic @sternhenri @ooshma 🚀
AI prototypes were act one. Act two is PMs, designers and ops shipping high quality PRs on the real codebase, even across multiple repos, with engineering in control of every merge.
Story in @BusinessInsider 👇
businessinsider.com/lightspr…
Robin Choy retweeted
Today, we're launching Sazabi version 1.0.
The reality of shipping software as a team in the age of AI is actually crazy.
Agents merging their own PRs. Hundreds of deployments per day. A codebase that is constantly changing. Junior developers with 10x or 100x leverage. 😵💫
I spent the last year building a safety harness for teams that ship with AI. It's called @sazabi.
The premise is simple:
1. You send us logs.
2. We detect anomalies, investigate them, and send you back rich, actionable alerts about real problems in your app.
Sazabi helps you find issues before your users notice.
No monitors or noisy alerts. Just pure signal.
And today we're making it available for anyone to use.
Robin Choy retweeted
Meet Pancake, the Vercel for GTM.
Try it at pancake.ai
Your agent ships your product. Now it ships your go-to-market.
How? A GTM brain that knows your business, 50+ data providers to find the right customers and tools to reach them.
Your next customers are one prompt away.
(did I really have to jump off a plane to say that? questionable, but I survived and now you're reading my tweet)




















