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I just built a Meta Ad Comment Spy in Claude Code that turns every comment on your ads into a voice-of-customer goldmine 🤯 Point Comment Spy at your ad account → it pulls every comment and reply, clusters them into objections, questions, and proof, and writes your next 5... ad angles from real customer language. All inside Claude Code. Perfect for DTC brands and agencies who want ad copy that's already written, buried in the comments on their own ads. If your sharpest hooks come from how customers actually talk, but mining them means scrolling your ad comments by hand, copy-pasting the good ones into a doc, and missing the objections quietly killing your conversion rate... Comment Spy kills the entire loop: → Ranks your ads by spend, so you mine the ones that matter → Pulls every comment AND reply thread through the Meta API → Clusters them: objections, buying questions, desires, proof → Surfaces the exact phrases to drop into your next ad → Flags the conversion leaks hiding in your comments — dead links, broken lead-magnet delivery → Renders the whole thing as a dashboard No manual scrolling. No missed objections. No $99/mo "ad intelligence" subscription. What you get: → Every comment off your top ads, pulled automatically → Clustered into objections, questions, proof, and desires → 5 ad angles written from your real customer language → A dark-mode dashboard, every quote traced to the ad that drew it Built 100% in Claude Code, on the Meta API. I put together a step-by-step playbook showing you how to build Comment Spy yourself: the Meta API setup, the exact prompts, the whole pipeline. Want the playbook for free? > Like this post > Comment "SPY" And I'll send it over (must be following so I can DM)show more

Mike Futia

78,195 subscribers

14,537 views • 3 months ago •via X (Twitter)

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34 Comments

Flav3 months ago

Spy

Ryan Tran3 months ago

SPY

Said3 months ago

SPY

Tom Naylor3 months ago

Spy

Coing20183 months ago

SPY

William3 months ago

SPY

Bitwellness3 months ago

SPY

Yolo2 months ago

SPY

Akash Bhandari3 months ago

SPY

SEO Doctor3 months ago

SPY

Raphael2 months ago

SPY

John3 months ago

Voice of customer from comments is so underrated, most people just reply to complaints and move on. Clustering them into objections vs proof is the smart part, that's basically free positioning research.

Will Farred3 months ago

SPY

Muhammad Atif3 months ago

spy

XRPizzle_3693 months ago

SPY

Manikanta Kotha3 months ago

SPY

meutsue3 months ago

SPY

scottgallacher3 months ago

Spy

gmxer3 months ago

SPY

Birta Bogdan3 months ago

SPY

Top Health3 months ago

Spy

Hamza Malik3 months ago

ad comments are such an underused research layer. people treat them like moderation work when half the time they’re showing you the exact reason someone didn’t buy.

OxStealthLayer3 months ago

SPY

Leo Vance | Multilogin Affiliate3 months ago

Comment mining is strongest when you separate objections from support noise. Tag by product, offer, account and funnel stage or the VOC file becomes a generic complaint bucket.

Jess Allen ⚡️🧡 🚀🇸🇻3 months ago

SPY

Deeyouevenlift3 months ago

Spy

Aj3 months ago

SPY

Adraka3 months ago

SPY

Peter3 months ago

Spy

Andrés Navarro Rúa3 months ago

"SPY"

Arun Kumar3 months ago

SPY

Loic3 months ago

Spy

Mahamat Saleh3 months ago

Spy

Gèneve Aesthetics3 months ago

SPY

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11,567 views • 1 year ago

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Mike Futia

425,690 views • 6 months ago

I run my meta ads with OpenClaw🦞 for $0/month 😱 here's the system that runs autonomously: step 1: daily health check → social-cli (major shoutout to Vishal Gopal Ojha) wraps Meta's marketing API (token refresh, pagination, rate limits all handled) → am I on track? what's running? who's winning? who's bleeding? any fatigue? → the same 5 questions I asked Ads Manager every morning for 20 years step 2: catch dying ads before CPA spikes → OpenClaw🦞 pulls daily frequency by ad → frequency > 3.5 = audience is cooked, CTR is about to drop → this one signal saves more money than any dashboard step 3: auto-pause bleeders + shift budget to winners → CPA > 2.5x target for 48hrs? auto-pause. no hesitation. → ranks every campaign by efficiency. recommends shifting spend. → last fri it paused an $87 CPA campaign at 3am and scaled my best performer 30% step 4: write new ad copy from your winners → agent analyzes what's working (hooks, angles, CTAs) → generates variations based on the patterns in YOUR top performers → copy modeled on what already converts in your account. step 5: upload ads directly to your account → new creative + copy → live in Meta Ads Manager → no more downloading, formatting, clicking through the upload flow → agent handles the entire publish cycle step 6: content concepts + morning brief → spots patterns across winners and suggests what to test next → delivers everything to Telegram, Slack, wherever you want it → 90 seconds to read. reply "approved." done. input: your ad account + your target CPA output: an AI that monitors, kills, scales, writes, AND uploads your ads dozens of hours in ad manager → 1 text message I packaged the entire system as the Meta Ads Kit. 5 OpenClaw🦞 skills: - meta-ads (daily checks + auto-pause) - ad-creative-monitor (fatigue detection) - budget-optimizer (efficiency scoring + shift recs) - ad-copy-generator (writes variations from your winners) - ad-upload (publishes creative directly to your account) giving it away free. comment ADS + like + follow (must follow so i can DM)

I run my meta ads with OpenClaw🦞 for $0/month 😱 here's the system that runs autonomously: step 1: daily health check → social-cli (major shoutout to Vishal Gopal Ojha) wraps Meta's marketing API (token refresh, pagination, rate limits all handled) → am I on track? what's running? who's winning? who's bleeding? any fatigue? → the same 5 questions I asked Ads Manager every morning for 20 years step 2: catch dying ads before CPA spikes → OpenClaw🦞 pulls daily frequency by ad → frequency > 3.5 = audience is cooked, CTR is about to drop → this one signal saves more money than any dashboard step 3: auto-pause bleeders + shift budget to winners → CPA > 2.5x target for 48hrs? auto-pause. no hesitation. → ranks every campaign by efficiency. recommends shifting spend. → last fri it paused an $87 CPA campaign at 3am and scaled my best performer 30% step 4: write new ad copy from your winners → agent analyzes what's working (hooks, angles, CTAs) → generates variations based on the patterns in YOUR top performers → copy modeled on what already converts in your account. step 5: upload ads directly to your account → new creative + copy → live in Meta Ads Manager → no more downloading, formatting, clicking through the upload flow → agent handles the entire publish cycle step 6: content concepts + morning brief → spots patterns across winners and suggests what to test next → delivers everything to Telegram, Slack, wherever you want it → 90 seconds to read. reply "approved." done. input: your ad account + your target CPA output: an AI that monitors, kills, scales, writes, AND uploads your ads dozens of hours in ad manager → 1 text message I packaged the entire system as the Meta Ads Kit. 5 OpenClaw🦞 skills: - meta-ads (daily checks + auto-pause) - ad-creative-monitor (fatigue detection) - budget-optimizer (efficiency scoring + shift recs) - ad-copy-generator (writes variations from your winners) - ad-upload (publishes creative directly to your account) giving it away free. comment ADS + like + follow (must follow so i can DM)

Matthew Berman

641,214 views • 7 months ago

I just built a Claude skill that acts as a second brain for DTC brands 🤯 Drop your ad exports, customer reviews, competitor screenshots, and brand docs into a folder → Claude compiles it all into an organized wiki you can ask questions against. All inside Claude Cowork. Perfect for DTC brands and agencies whose knowledge is scattered across Google Drive, Notion, Meta Ads Manager, Figma, and 47 spreadsheets nobody has opened in 3 months. If every strategic question takes 2 hours to answer because the data lives in 8 different places ... This skill eliminates the entire loop: → Claude scaffolds a DTC folder structure: ads, customers, competitors, brand, performance, notes → You drop every file you have into those folders — messy, unorganized, exactly how you have them now → Claude reads everything and compiles a wiki: hooks-that-work, customer-pains, competitor-angles, brand-voice, performance-patterns, creative-brief-library → Every article is cross-linked and traceable back to the source file → You ask questions against the wiki — "what hooks are actually working?" "what objections come up most?" "where are my competitors weak?" → Claude answers, grounded entirely in your own data → Save the answers back in and the system gets smarter every time you use it No more hunting through 12 tools. No more "where did I save that brief?" No more answering the same question twice. What you get: → A complete DTC brand brain scaffold in 60 seconds → Six core wiki articles Claude populates automatically from your raw files → A schema file that tells Claude exactly how to maintain the wiki for DTC use cases → Monthly health checks that catch contradictions and flag gaps before errors compound → A knowledge base that compounds — every question you ask makes the next answer better Built on a methodology Andrej Karpathy shared for personal knowledge bases, I rebuilt the entire thing for DTC operators: folder structure, schema rules, wiki articles, and question frameworks all tuned for brands and agencies. I put together the full skill file plus a playbook walking through the exact setup and 5 real questions to ask your brand brain. Want it for free? > Like this post > Comment "BRAIN" And I'll send it over (must be following so I can DM)

Mike Futia

15,257 views • 6 months ago

I just built an AI agent that notifies you in real time when your competitors launch new Facebook ads when it triggers, it: - pulls the creative and script - summarizes the hook, characters and the script - spots trends from past launches to show what’s working then it emails you a google doc with tailored hook ideas and ad angles personalized to your product comment “spy” and I’ll DM you the walkthrough (must be following)

I just built an AI agent that notifies you in real time when your competitors launch new Facebook ads when it triggers, it: - pulls the creative and script - summarizes the hook, characters and the script - spots trends from past launches to show what’s working then it emails you a google doc with tailored hook ideas and ad angles personalized to your product comment “spy” and I’ll DM you the walkthrough (must be following)

Tyler

81,889 views • 1 year ago