David Roberts | AI Ads (@davidroberts-ai) on YouTube
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David Roberts / AI Ads is a creator on YouTube in the 1K–2K follower range, publishing for small and medium advertisers, real estate agents, newsletter operators, and AI side hustle builders. Profile last checked 2026-07-05.
Observed facts (from the public profile):
| Field | Value |
|---|---|
| Platform | YouTube |
| Handle | @davidroberts-ai |
| Followers | 1K–2K |
| Indexed under | Software · AI tools / agents |
| Audience function | paid-ads and media buying |
Profile bio
David Roberts is the founder of Calico AI. This channel is your ultimate resource for mastering AI-driven advertising, offering ...
What this creator posts about, and who reads it (AI-inferred)
Recurring topics: AI Agents automated newsletter, AI UGC and video ad production, AI video generation for real estate marketing, AI side hustle and escaping the 9-5, Tools like SORA for consistent character ads
Audience: small and medium advertisers, real estate agents, newsletter operators, and AI side hustle builders
Provenance: inferred by AI from public content, not stated by the creator — confidence 0.60 · read from 19 recent posts · updated 78 days ago.
Audience read from this creator’s own recent posts, not from platform-declared categories. It is our reading, and it can be wrong.
Recent content samples (what the inference above was drawn from)
How I Built an AI Agent to Track SEC Insider Trading Filings
If you're a newsletter operator still spending 8 hours a week writing issues, read this. I just r
I replaced my newsletter team with AI
Escape Your 9-5 With This AI Business
Where this creator sits among comparable accounts
Compared with the 1,605 accounts in the same group (youtube · nano · software):
| Dimension | Percentile in group |
|---|---|
| Overall | 29th |
| Authenticity | 10th |
| Audience value | 52nd |
| Focus & activity | 88th |
This is a position, not a verdict. A percentile says where this account falls among comparable accounts on signals we can measure — it does not say this creator is a better fit for your campaign. We ran a blind benchmark and measured no reliable advantage in selection quality, and do not claim one.
Koinon Link indexes YouTube creators in Software with grade, authenticity and contactability broken down — see the YouTube × Software breakdown, or the Creator Index Report for the whole index.
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Creators next to this one by follower tier in the same slice. Each link opens that creator’s public profile — what they post about and who reads it, with no contact details.
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Machine-readable representations
Structured twins of this page for AI and agents — every inferred field carries its source, confidence and freshness.
AI retrieval activity
What AI systems have actually done with this page. The two kinds are counted separately: being indexed is not the same as being used.
| Kind | Requests | What it means |
|---|---|---|
| Indexing crawlers | 7 | Bulk indexing · Amazonbot, Applebot, ClaudeBot, Meta, PerplexityBot |
| User-triggered retrievals | 0 | none recorded yet |
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