Cody Schneider

Co-Founder, Graphed · 16 appearances on the record.

computed by AI from the episodes · how this works → · full disclaimer →

founderengineeroperator@codyschneiderxx ↗LinkedIn ↗codyschneider.com ↗

Cody Schneider designs and deploys AI marketing agents and automated data infrastructure that handle programmatic SEO, ad generation, and outbound lead generation. Before co-founding Graphed, he built AI marketing tools such as Swell AI and Drafthorse AI and led early growth initiatives at Rupa Health.

222statements → 89claims → 36claims resolved → 61%fully supported → 3.85/5average certainty → 2.2/5average debate potential → ≈4.5/5argument clarity, estimated → 15said about them ↓

22 supported 8 partly supported 6 contradicted 6 not yet assessed 47 not checkable as stated how the 89 claims stand · each chip opens the sources

15 predictions · 74 assertions · 40 opinions · 73 insights · 19 disclosures · 1 what if · every statement was checked. The predictions and assertions are the 89 claims: statements the public record can support or contradict. 36 are resolved, 6 are not yet assessed, and 47 name no date, number or outcome precise enough to check. Everything else (opinions, insights, what ifs, disclosures) can never be settled by the record, so it carries no assessment.

The record, in short

What the tape says about how Cody argues and how the claims held up. Everything they said, and everything said about them, is in the tabs below.

Their most notable supported claim

Assertion Supported
Schneider: Autonomous agents can now run entire Facebook ad campaigns end-to-end
“You can make an agent entirely run Facebook ads now. And I'm talking about like, it is researching the pain points. It is researching the outcomes of your target customer. It's making creative that's on brand, both statics and also like AI avatar UGC. It's pub…”
Cody Schneider Jul 27, 2026 ▶ 3:21 Marketing Agents Are Too Good Now

Their most notable contradicted claim

Assertion Contradicted
Schneider: ChatGPT and Perplexity rely on Google's index instead of crawling
“ChatGPT and OpenAI and Perplexity, like, they're all built on the back of this, like, search engine Google, right? Google has spent the last, whatever, 30 years or 25 years basically indexing the entire, like, internet. Imagine, like, Perplexity and ChatGPT, w…”
Cody Schneider Sep 12, 2025 ▶ 18:28 AI Search is PRINTING (ChatGPT, GEO & Perplexity)

Expressed certainty vs assessment result

none yet certainty 1
none yet certainty 2
56% certainty 3
74% certainty 4
100% certainty 5

weighted support: a fully supported claim counts one, a partly supported claim counts half. Each filled bar is clickable and opens exactly those claims; "none yet" means nothing said at that certainty level has resolved yet

How they sound: not measured why? →

We measure speaking style by listening to the audio itself, and a fair number needs at least 2,000 words from one person on tape we have measured. There is too little of Cody Schneider on measured tape to publish a rate. This says nothing about how they speak.

Everything Cody Schneider said on the Startup Ideas Podcast that made the record, most notable first. Filter by type, assessment or year in the ledger →

Opinion
Schneider: Facebook Is the Best B2B Advertising Channel Currently Available
“Facebook has turned into the best B to B ads channel. And that exists right now.”
Cody Schneider Jul 27, 2026 ▶ 11:24 Marketing Agents Are Too Good Now
Insight
Schneider: Capital is a commodity, VC differentiation requires cult personalities
“Capital is basically a commodity at this point. So the only differentiation is going to be like you being, you know, a cult leader personality.”
Cody Schneider Mar 10, 2025 ▶ 42:10 3 Proven startup trends that will make $124,000/Month (From Idea to Launch)
Prediction Open · timeframe May 2029
Podcasters have zero money: B2C podcast tools are a terrible business
“Podcasters have zero money. They're the worst people to sell to. There's all these companies that are raising money right now for like podcasting apps, like all of these tools. And I just am laughing in the background. Cause there's just, I know this industry,…”
Cody Schneider May 10, 2024 ▶ 25:40 A few $30k+/month startup ideas from the most manic/genius founder you've never heard of
Opinion
Hiring a Deloitte MBA at 20 employees will destroy startup agility
“I saw this happen so many times where they would like get to like, 20 employees and they're like, all right, it's time to hire like a Deloitte MBA. Right. And I'm like, yo, you're about to just like, Screw everything up. Cause the first thing they do is they t…”
Cody Schneider May 10, 2024 ▶ 35:17 A few $30k+/month startup ideas from the most manic/genius founder you've never heard of
Opinion
Schneider: Cold email and marketing channels are decimated by AI slop
“Right now, Cold email is getting decimated. Reply rates are down. Everything is down. Actually, every marketing channel is down right now. Let's be real. The reason is just because like AI slop is flooding the zone and it's becoming just red ocean everywhere.”
Cody Schneider Aug 5, 2026 ▶ 3:24 Marketing Agents Masterclass (GROW your startup)
Insight
Schneider: Use LLMs to write CPU software, don't burn tokens running tasks
“You should not be paying Anthropic. You should not be paying Chad CPT to do an API call. You should be paying them to make the software that uses CPU to do the API call. Why are you paying this tax on tokens every time that you're trying to do this marketing a…”
Cody Schneider Aug 5, 2026 ▶ 15:22 Marketing Agents Masterclass (GROW your startup)
Opinion
Schneider: The social media manager job is already dead
“I actually think the social media manager job, like Full stop. It's, I think it's already dead, but let's, I won't get into that.”
Cody Schneider Aug 5, 2026 ▶ 37:09 Marketing Agents Masterclass (GROW your startup)
Assertion Supported
Schneider: Autonomous agents can now run entire Facebook ad campaigns end-to-end
“You can make an agent entirely run Facebook ads now. And I'm talking about like, it is researching the pain points. It is researching the outcomes of your target customer. It's making creative that's on brand, both statics and also like AI avatar UGC. It's pub…”
Cody Schneider Jul 27, 2026 ▶ 3:21 Marketing Agents Are Too Good Now
Assertion Not checkable as stated
Schneider: AI agent systems reduce 100-ad Facebook setups to 90 minutes
“If I wanted to go and create a hundred ads, right. And get that into Facebook ads, like that is probably like two weeks of work, right? Historically. And now you as a founder, like literally in the next hour and a half, you can have this whole system that I ju…”
Cody Schneider Jul 27, 2026 ▶ 33:46 Marketing Agents Are Too Good Now
Assertion Not checkable as stated
Schneider: Consumers buy from niche creators rather than influencers
“People like, and all of our data supports this. People do not make Purchasing decisions, largely off of like influencers. They make them off of creators that are consistently talking about these things. Influencers only work if you're at like a massive scale, …”
Cody Schneider Sep 17, 2025 ▶ 5:17 Apps make $50K/mo like THIS (I shouldn't share this)
Opinion
Schneider: Short-form clipper accounts and their engagement data are fake
“I don't think Clipper's real. I think all the data is absolutely fucking fake”
Cody Schneider Sep 17, 2025 ▶ 17:01 Apps make $50K/mo like THIS (I shouldn't share this)
Insight
Schneider: Placements on AI-referenced URLs yield visibility within 24 hours
“If you do what I just described, like you get impacts, like literally 24 hours later, right? And it's way different than traditional SEO where it's like, oh, it's this very long buildup.”
Cody Schneider Sep 12, 2025 ▶ 16:10 AI Search is PRINTING (ChatGPT, GEO & Perplexity)
Assertion Partly supported
Schneider: AI search responses are sourced from Google pages one through three
“When it comes down to it, like all that's happening is basically what is ranking on page one through three of Google. That is what the source material for the AI responses are.”
Cody Schneider Sep 12, 2025 ▶ 17:30 AI Search is PRINTING (ChatGPT, GEO & Perplexity)
Assertion Contradicted
Schneider: ChatGPT and Perplexity rely on Google's index instead of crawling
“ChatGPT and OpenAI and Perplexity, like, they're all built on the back of this, like, search engine Google, right? Google has spent the last, whatever, 30 years or 25 years basically indexing the entire, like, internet. Imagine, like, Perplexity and ChatGPT, w…”
Cody Schneider Sep 12, 2025 ▶ 18:28 AI Search is PRINTING (ChatGPT, GEO & Perplexity)
Insight
Schneider: Local newsletters can hit Reddit's front page by buying early-morning upvotes
“There's actually a newsletter play that I see a lot of people use for local newsletters. They go to a subreddit for that, that area. So like Toronto as an example, and they're like, here's 20 things you can do this weekend in Toronto. And then it's like, you w…”
Cody Schneider Mar 10, 2025 ▶ 12:50 3 Proven startup trends that will make $124,000/Month (From Idea to Launch)
Opinion
Schneider: Real Estate Is Where You Meet the Dumbest Rich People
“Real estate is where you meet the dumbest rich people. And I feel like that is kind of a truth. Like the, it's a grind type business. And if you can just show up and be like very studious with it, like you can make money there in my opinion”
Cody Schneider Sep 2, 2024 ▶ 18:58 5 $1M+ startup ideas you can launch tomorrow with $0
Prediction Not checkable as stated
Schneider: Corporations will inevitably adopt synthetic AI brand spokespersons
“It's going to trickle down into, like, direct-to-consumer, and then that trickles down into B to B, and, like, this is an inevitability that will happen over time. Like, imagine, like, a corporation, right? Like, a Torture Would kill for this. They're like, yo…”
Cody Schneider Sep 2, 2024 ▶ 32:55 5 $1M+ startup ideas you can launch tomorrow with $0
Opinion
Schneider: Andreessen Horowitz is a media company that does venture capital
“People think a, 16 Z is a venture company. It's like, no, they're a media company that, Does venture, right? It's the opposite.”
Cody Schneider Jul 8, 2024 ▶ 1:00:06 8 startup ideas backed by data/trends to get you paid (steal these $1M+/year ideas)
Opinion
Schneider: Founders should never build an EHR startup to fight the government
“Do not build an EHR. Just full stop. Do not build this. Like if you're listening right now, never even think about this idea, never approach it. There's no way you can win. You're fighting the government.”
Cody Schneider Jun 20, 2024 ▶ 1:04:35 Do THIS to Make $30,000/month
Insight
Schneider: Dedicated agent frameworks are often bloat for finite tasks
“A lot of the times you don't need it. It's just bloat. You can just have a very simple, like a very simple solution for these finite problems, right? It doesn't have to be this over complicated or over engineered thing.”
Cody Schneider Aug 5, 2026 ▶ 27:57 Marketing Agents Masterclass (GROW your startup)
Opinion
Schneider: Building AI tools for WordPress is a blue-ocean market
“And it's like, it's such an easy space to compete in. It's kind of blue ocean for this.”
Cody Schneider Jul 27, 2026 ▶ 5:01 Marketing Agents Are Too Good Now
Insight
Schneider: Meta's Andromeda Eliminates the Need for Interest-Based Ad Targeting
“So on the Facebook ad side, so for targeting on Facebook anymore after Andromeda, you don't do interest-based targeting. Historically, how I would probably do this is I would actually go and I would target people who have a WordPress interest on Facebook ads. …”
Cody Schneider Jul 27, 2026 ▶ 10:15 Marketing Agents Are Too Good Now
Opinion
Schneider: Marketers Manipulating Reddit for LLMs Are Creating a Dead Internet
“Reddit is being eroded right now by people manipulating it for like LLMs to rank on them. but this is a way like you buy people like me that are basically creating the dead internet. Let's be real. It's already happening.”
Cody Schneider Jul 27, 2026 ▶ 13:53 Marketing Agents Are Too Good Now
Insight
Schneider: Marketers Must Become 'Agent Jockeys' to Build Autonomous Ad Systems
“This is what this turns into is like your job now becomes like, I'm an agent jockey. You're taking your domain knowledge that you have, and you're basically like building this into code and like, I'm not technical. Right. Like I can set this up now. Like the m…”
Cody Schneider Jul 27, 2026 ▶ 27:24 Marketing Agents Are Too Good Now

Show 24statements(198 left)

The other half of the tape: Cody Schneider's own voice is left out of every number here. Other people bring the name up 15 times in 8 episodes on the Startup Ideas Podcast. every mention, with the transcript →

Who brings them up most Greg Isenberg 10Jonathan Courtney 4Remy Gaskill 1

Every mention by year

tap a year for its mentions
0083156202420252026episodesmentions
036202420252026episodes it came up in
001.332.56202420252026episodesmentions per episode
2026 1 mention in 1 episode
2025 1 mention in 1 episode
2024 13 mentions in 6 episodes 2 per episode

Appearances (16)

EpisodeDateSpeaking time
Marketing Agents Masterclass (GROW your startup) Aug 5, 2026 35m
Marketing Agents Are Too Good Now Jul 27, 2026 27m
Claude Code & MCPs built my $145K marketing machine Mar 2, 2026 41m
Apps make $50K/mo like THIS (I shouldn't share this) Sep 17, 2025 20m
What Vibe Coders Wish They Knew Sooner Sep 15, 2025 20m
AI Search is PRINTING (ChatGPT, GEO & Perplexity) Sep 12, 2025 18m
Using Google Ads, Heygen AI, Perplexity to make you $$$ Aug 30, 2025 38m
The 6 Best AI Agency Niches to Make $50K/mo (Data-Backed) Jul 23, 2025 30m
3 Proven startup trends that will make $124,000/Month (From Idea to Launch) Mar 10, 2025 26m
These 7 AI startup ideas will print $100k/Month (with proof) Feb 17, 2025 30m
He Built a Startup using AI That Prints Money (Full Tutorial) Jan 13, 2025 44m
5 $1M+ startup ideas you can launch tomorrow with $0 Sep 2, 2024 33m
8 startup ideas backed by data/trends to get you paid (steal these $1M+/year ideas) Jul 8, 2024 54m
Do THIS to Make $30,000/month Jun 20, 2024 51m
I can't believe he gave away these GENIUS 7 profitable startup ideas (watch this) May 27, 2024 56m
A few $30k+/month startup ideas from the most manic/genius founder you've never heard of May 10, 2024 49m
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