Google ads is a $300bn business run on “trust me bro” opinions and black box vibes.
AdTAO brings the data and transparency so every decision is made toward the best possible advertiser outcome.
Money in advertiser wallet = good
Money in Google wallet = bad.
You run a law firm. You want your Google Ads to bring enquiries from people who need the legal services you offer.
Then Google recommends expanding where your ads appear.
It could bring clients. But someone searching for a lawyer and someone browsing a website are different opportunities. More reach alone doesn't tell you whether the change will bring relevant enquiries.
AdTAO helps investigate those decisions using your account data and evidence from other advertisers. That includes checking search terms and Display placements for risks and opportunities your own account may not reveal.
SN21 miners contribute models that predict the effects of Google Ads changes. Their forecasts are checked against subsequent results, and those predictions are now shipping in AdTAO.
The goal is more results from the budget you already have, with better evidence behind the decisions you approve.
Advertisers and agencies: see what AdTAO can investigate in your Google Ads accounts, and how approved changes work:
adtao.io/mcp/features/
Predicting the effect of a change made to a google ads performance makes it possible to make the best decisions every time to help the advertiser achieve their goal and save money.
Future of Google ads
RobWarner retweeted
UPDATE: Our 28-day prediction results are in!
We evaluate the same Google Ads changes after 7, 14 and 28 days. Results snapshot: 6 October 2026. Around 500-600 new changes enter the pool daily. Newer batches reach 7 and 14 days first, then join the 28-day evaluation.
RobWarner retweeted
i built a jev review machine
(it’s better than any market research tool you can find)
give it a product or competitor and it goes through thousands of reviews across app stores, reddit, amazon, g2 and more
then it pulls out the stuff that actually matters
→ why people buy
→ why they churn
→ what features they keep asking for
→ recurring pain points
→ the exact phrases customers use
instead of throwing 10,000 reviews into one prompt, jev reads them individually, extracts the signals, groups them into themes and ranks them by frequency, intensity and recency
so the output is not just a summary
it becomes a full product + marketing brief
you can see:
→ which complaints are growing
→ what users love most
→ what they wish existed
→ where competitors are weak
the competitor side is probably the best part
1–3 star reviews become a churn map showing why people leave and what you could build or position around
it can also turn real customer language into hooks, ad angles, positioning and product priorities
rt + comment “reviews” and i’ll send the full framework + build guide
(follow for dm)
SN21 is quietly delivering.
Congrats and to the others featured in the report from @WeAreSubConnect
SN21 reached the final commercial cut. Only four of 128 Bittensor subnets did.
SubConnect's first $TAO Bittensor Revenue Index shows how narrow the field becomes:
128 subnets in Bittensor.
25 (20%) identified as generating revenue.
15 (12%) rated HIGH confidence, supported by public dashboards, on-chain data or detailed disclosure.
12 (9%) combining HIGH confidence with revenue-funded Alpha buys already running.
4 (3%) retaining all of the above with a margin rating above LOW.
The final cut is category, not performance:
1 (<1%) AI Advertising Infrastructure profile: AdTAO.
The report estimates SN21 at $500K-$700K in annual revenue, with HIGH revenue confidence, Alpha buys marked YES and a MEDIUM margin.
SN21 is generating revenue and using it to buy Alpha.
Thanks @WeAreSubConnect for putting commercial evidence at the center of the Bittensor conversation.
Full disclosure, subnet 110 @green_compute_ is one of my babies, and so I'm very bullish on it and heavily invested in it. But don't let this detract from the great qualities it has and the big problems it's plugging...
People focus on the compute and the green side, but to me, it's not the core reason why I think it's a great subnet. It's the key PROBLEM it solves that I like.
PROBLEM
Farms all over the world that have green energy generators (wind, solar, anaerobic digestors etc) have to dump half or more of the energy they produce into the ground. Simply because in most countries, the national grid or local transformers simply can't handle the load. I was oblivious to this. This is needless wasted energy, and as a result, when a farmer puts up an installation, the breakeven time is typically 12 years! And if the Government suddenly decides to reduce the Feed In Tariff (which is has done), then their break even is longer...
SOLUTION
Josh (founder of Green Compute (who's been selling compute rigs for 10 years)) approaches farmers with green energy and tries to SELL them £250k-£3m worth of AI compute rigs! Sounds counter-intuitive as the farmer is already millions deep, but he shows them that they can earn many multiples more £ per kwh than what they get from the Government.
He can get the farmer more, because Josh has enterprise contracts from universities and film studios that pay handsomely for reliable and steady commercial compute with 1gb up/down internet speeds, same cards, no downtime etc etc. It's these peripheral needs that are often overlooked by many compute providers.
So the farmer does the maths and realises that by buying rigs from Josh, the farmer breakeven date goes from 12 years down to 4-5 years.
SUMMARY
1.) Farmer has green energy and buys rigs from Josh. Josh's company makes a nice margin on those rigs. This enables him to cover staff salaries and all OPEX (so he never needs to sell 110 alpha to run the biz).
2.) The old farmers (who have no interest in crypto) are onboarded as SN110 miners and their AI compute is pointed at the subnet. Josh then goes out and gets enterprise contracts. Many contracts with universities and video studios are steady long term contracts and like the fact that his compute is predominantly RTX 5090s and some 4090s.
3.) The farmers just let their miner wallets accumulate SN110 alpha as they are unlike normal compute miners that have to sell down every day to pay electricity costs.
4.) The farmers are in this for many years. So the only downside I see is that when the farmer is finally breakeven from their green energy and AI compute installations in 4-7 years, they may choose to liquidate some of their 110 alpha. But in the meantime, because there isn't onerous miner sell side, the 110 chart should be comparatively stable compared to other compute subnets.
5.) This picture is from the 110 x profile and also shows another aspect of the business. It's a full infrastructure set up. Not just random GPUs all over the place. People forget about the energy, the cabling, the cooling the human tech support for farmers and more.
6.) Also it's Permanent Compute for Bittensor. Not mercenarial compute that comes and goes to the highest bidder. Josh is laying down literally millions in compute that is solely being used for Bittensor. It all has green energy which is stable power, 1gb up/down internet speeds, same CPUs, RAM and networking and is exactly what Bittensor needs. Permanent compute. So expect to see SN110 start to work with many other subnets for training runs and more...
7.) It's a comfy long term hold for me. Josh has been in this rig/compute industry longer than anyone in Bittensor, he's fully doxxed, lives up in Manchester, UK and is super hungry to make SN110 into the top ten. I've known Josh for about 10 years now, and he's like a rabid dog with a bone when trying to achieve something, so I'm sure he will!
RobWarner retweeted
Here's why SN21 AdTAO really matters:
Hint - it's not what you think!
6 min explainer (3 if you 2x me)
Got questions/comments - fire away.
This is how you drive performance in Google Ads accounts, not by guessing or "best practice" but by knowing in advance the likely impact of anything you do.
Climb the ladders, avoid the snakes!
This is a much bigger deal than people think.
It's going to give AdTAO a distinctly unfair advantage in running campaigns for companies compared to ANY PPC agency on the planet.
Top work Rob and the SN21 miners!
The countdown has started. The age of blind faith in Google Ads is coming to an end.
On 10 September - for the first time since Google Ads launched in October 2000 we will have the answer to the question that every Google ads manager has dreamed of. "What will happen if I do this?" The only way to find out. Make the change, cross your fingers, and hope for the best.
In 34 days this is no longer a question. It's the result of a prediction model, that improves daily.
And every advertiser who uses the model is about to be handed a huge unfair advantage that puts $ in their pocket.
The clock is ticking.
We've been live on bittensor 10 weeks and now fully rebuilt our IM for acceleration and value delivery. Go time!!
SN21 AdtAO, Incentive Mechanism changing from weekly epoch to daily stream.
Starting today, miners get daily mixed baskets of changes from thousands of Google ads accounts - in real time- 300-600 changes daily that happened in the last 24 hours. Predict 7/14/28 day outcomes in real time.
Rewards for the winning model, and top competitors.
This means that on 10 September AdTAO will contain a full 28 day prediction engine. Something that no provider, anywhere can do.
And then we move to full, autonomous ad management to business goal.
Canonical docs + code: github.com/ippcteam/SN21-adt…
podcast ugc might be the most broken thing google's omni model can do right now
this entire conversation is ONE generation and i didn't stitch a single clip together...
just wrote the back and forth, hit generate, and it came back as two women talking in the same room
i've run this format to death and worked out the exact setup that makes two ai hosts feel like a podcast clip that ended up on your fyp
still not seeing anyone else run them
so f*ck it, i'm giving away the whole system:
> the exact build, script to finished podcast, in about 5 mins
> how i make full 60s videos in 1 generation, no editing
> my claude prompt for scripts that don't sound scripted
> the trick that sorts the exchange for you automatically
rt + comment "GOSSIP" if you want the full system, and i'll send it
(gotta be following so i can dm)
Subnets with revenue. Bring it!!
We sat down with Siam to answer the questions investors ask us most about Bittensor.
Next up: "What needs to happen for the price of TAO to significantly increase, what are we waiting for?"
In this video, Siam breaks down why every subnet that grows puts upward pressure on the price of TAO, and the drivers set to push that growth even further.
It’s a case of when, not if…
We sat down with Siam to answer the questions investors ask us most about Bittensor.
Next up: "What needs to happen for the price of TAO to significantly increase, what are we waiting for?"
In this video, Siam breaks down why every subnet that grows puts upward pressure on the price of TAO, and the drivers set to push that growth even further.
It’s a case of when, not if…
Amazing feedback from a smart audience. Privileged to have the opportunity to show @adtao_ppcrebel to the world.
Advertisers worldwide need what bittensor enables us to deliver.
Replying to @SiamKidd
Session 4 of the DSV "Inside Bittensor" event. Here we have @RobWarner talking about @adtao_ppcrebel which was the highest praised presentation from the day!
Delighted to share some highlights from a LOT of work shipped in July. Go team AdTAO SN21
SN21 AdTAO June Top 10 recap
1) 2 new major franchise customers announced with minimum $120k ARR added,
2) 2 new referral partners added to add to our new business pipeline
3) First 3 full weeks on mainnet paid out $21k to 98 miner wallets
4) Completed a data infrastructure migration to enable richer mining epochs - more on that coming very son
5) Attended Proof of Talk in Paris and met some of you amazing people
6) Presented at DSV London event (slight cheat - it was 2 July) and one investor reported "AdTAO looks like it could do very well. I invested more on the back of his presentation"
7) Redesigned our IM to give more miner rewards, more impactful results, ready for August launch - now in build.
8) Increased the number of AdTAO alpha holding wallets by 12.7% to 2,207
9) 29 Github commits as our IM develops
10) Released v1 of our Google Ads MCP Server
July will be another major step forward. We've found our feet in Bittensor - now we can push on with Proof of Value!
Launching on Bittensor is not for the faint hearted. 90 days in has felt like a steep hill to climb.
But, we've made it this far, we're delivering value to customers, revenue into the business, and our product gets smarter every day.
Bring on the next 90 - and expect AdTAO to be unrecognisable by the end
I'm closely monitoring @RobWarner and the whole team! Excited to see what @adtao_ppcrebel will accomplish in the next 90 days! 🙌🏼
I just cracked the code on AI animation ads 🤯
every one of these cost me 12 cents and under 20 seconds to make
Gemini Omni + Claude Code is f*cking wild.
i built a system that turns any product into an end-to-end AI animated ad in ANY style you want.. claymation, pixar-style 3D, anime, paper cutout, lego, you name it
you drop in your product photo and a one line pitch and it handles everything end to end. images, video, voiceover, music, captions, all generated with AI inside Claude..
AI animation ads are crushing on Meta right now and everyone still assumes you need an expensive editor with a 3-week turnaround time to make one. you don't. you just need the right workflow.
Im making full end to end high quality AI animation ads in under 3 minutes with this system
and they work just as hard organically on TikTok, reels and shorts
so i packaged the whole thing up…
here's what you're getting:
> every prompt i used across all 8 steps
> the exact tool stack + the order to run it in
> style recipes for claymation, pixar, anime, wes anderson, retro cartoon + CGI
> one system that works for paid Meta AND organic
built across Claude Code and Gemini Omni
RT + reply 'STYLES' and i'll send it over (must be following so i can dm)
As a google specialist it’s great to see innovation in meta ads buying
a human media buyer works 8 hours a day.
my AI media buyer works 24/7.
while i sleep, my agentic Claude Opus 4.8 loop is checking our creatives every 15 minutes through the Meta’s MCP.
it automatically scales winners / pauses losers so I NEVER lose money from poor management, ad fatigue or forgetting to increase bids
so i documented the ENTIRE playbook on how you can do the same…
here’s what’s included inside the guide:
1. setup - Meta's MCP connected to Claude:
(system user token + ads_management perms, JSON config block, verify connection. Claude OAuth or Claude Code config for multi-account)
2. the master operating prompt:
(monitoring cadence every 15 min at peak, decision authority, reporting format with a live account health score)
3. the decision rules:
(creative fatigue at CPM up 20% w/w, CTR down 15%, thumbstop under 25%, frequency over 3.0)
3. the 15-minute ROAS shift detection prompt:
(trailing 3-hour vs 7-day ROAS, real-time reallocation capped at 15%)
4. hook performance segmentation:
(sorted by naming convention - AUTH, CONT, PAIN, PROOF - to see which angle carries the spend)
5. creative rotation workflow:
(min 10 approved creatives tagged BACKUP, rotated like-for-like, plus the rotation prompt)
6. what it doesn't replace:
(strategy, offer, funnel logic still come from you. a force multiplier on a good strategy, not a fix for a broken one)
all backed by $10M+ generated for service-based businesses through AI meta ads funnels
and for 24h you can access this entire system for FREE
like + comment "MEDIA" and I’ll send it over.
(must be following + RT for priority access)
Really pleased about this one - smart, ambitious business we're delighted to support
SN21 - New customer announcement:
We started the week with a new customer announcement. Let's finish the same way. 🥳
We've just signed up an 8 location USA home shading
franchise to run all their Google ads using AdTAO tech.
Client NDA means we can't disclose name but revenue will start to appear this month as we onboard the locations.
Start at $60k annual revenue, $1.2m of Google ad spend under our control and mored as the franchise grows. 🚀🚀




















