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- Your first scrape pulls 150 comments
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Ad angles from real buyers
Name your product or niche. Adlicio reads the Reddit threads and Amazon reviews. You get the angles that repeat, ranked, with the quotes behind them.
Real reviews and comments, pulled Oct 18, 2026. Nothing staged. Hover an answer to see its proof.
I can usually swallow five pills at once without even blinking. But these things? These things are apparently training for the Olympics.
I cannot choke these down. Way too large, and if I try to cut or break them into smaller pieces, they are jagged.
Glycinate is super energizing for me, it spiked my anxiety … I use mag citrate and it's definitely helping!
2For the love of all that is reddit, please Mods, pin a definitive mag gly discussion. 🙄
33I take half a dose and it works well for falling asleep.
I use magnesium glycinate. The other magnesiums give me all sorts of stomach problems.
20It doesn’t make my digestive system run, it helps me sleep well, it relaxes me, and stops the thoughts from going crazy.
Mag glycinate kept me in a super light sleep all night for weeks until I figured it out.
4Eh I've tried all forms and they always make it harder for me to fall a sleep and give me vivid nightmares
3Took mag glycinate (200 mg) for 6 months and it made no appreciable difference in my sleep.
4I have been buying this for years and would give it 5 stars but just got my most recent bottle and it does not seem to be as effective.
All three of us experienced the same response: no response. I even doubled my dosage: no effect.
the sleep-supplement niche: 10 Reddit threads and a best-selling magnesium on Amazon. Pulled Oct 18, 2026.
Research magnesium for sleep on Reddit and in the Amazon reviews of a top seller. Rank the ad angles by how often buyers repeat them, with a hook and the quotes behind each.
research_topicread 443 comments and reviewsBuyers don't doubt that magnesium is a sleep product. They fight with the format and the form: a tablet they can't swallow, a form that upsets their stomach or keeps them up, and no way to know which one is right. The winning ads remove a fear before they promise sleep.
Horse pills, gagging, broken pill cutters.
“Your sleep supplement shouldn't need a pill cutter.”
“I can usually swallow five pills at once without even blinking. But these things? These things are apparently training for the Olympics.”
Glycinate vs citrate vs threonate confusion.
“Glycinate, citrate, threonate, oxide. Here's the 30-second version nobody prints on the label.”
“Glycinate is super energizing for me, it spiked my anxiety … I use mag citrate and it's definitely helping!”
Wants to drift off, not feel drugged.
“Not a knockout pill. Just the part where you actually fall asleep.”
“I take half a dose and it works well for falling asleep.”
Other magnesium sent them running to the bathroom.
“Magnesium that helps you sleep, not sprint to the bathroom.”
“I use magnesium glycinate. The other magnesiums give me all sorts of stomach problems.”
Took it for sleep, lay awake or slept light.
“Took magnesium for sleep and ended up wide awake? You're not the only one.”
“Mag glycinate kept me in a super light sleep all night for weeks until I figured it out.”
Skeptics who think it's placebo or marketing.
“If magnesium 'did nothing' for you, check the form, the dose and the timing before you quit.”
“Took mag glycinate (200 mg) for 6 months and it made no appreciable difference in my sleep.”
New bottle stopped working, no lab results to check.
“Your last bottle worked. Your new one didn't. That's a batch problem, not a you problem.”
“I have been buying this for years and would give it 5 stars but just got my most recent bottle and it does not seem to be as effective.”
Reddit
Amazon
TikTok
YouTube
Instagram
Trustpilot+24 moreThe exact prompt behind the example. Swap in your link.
Research [your niche] on Reddit and in the Amazon reviews of [a top product]. Rank the ad angles by how often buyers repeat them. For each angle give the count, the tension in a few words, one hook and 2 real quotes with links.

Their 1-star reviews, grouped and counted. Then the ad they can't answer.

The questions viewers keep asking, turned into your next script.

Each angle with the count and the quotes behind it. The debate ends.

What your audience wants, is tired of and would pay for. In their words.
Try it on your own niche today. Pick a plan when you want more.
When you want more
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“This is unreal, the most OP scraper. I used to have a clunky Amazon review scraper that duplicated 5 of the 110 reviews over and over. This one actually works so well, way better than ChatGPT for literally everything now.”
ChatGPT guesses what buyers might say. Adlicio pulls what they actually wrote, then Claude ranks it. Every angle comes with the quotes and links, so you can check it.
Small niches work well. Fewer threads, louder repeats. If Reddit is quiet, add Amazon, TikTok or YouTube comments.
Use the words and the angles. Rewrite them as your own lines. Do not paste a stranger's comment into an ad as a testimonial.
No. You can run the same research in the Adlicio web app. Claude, ChatGPT and Cursor connect over the Adlicio MCP if you prefer to ask in a chat.
See every use case, or start with the free objection finder.
Ad angles from real buyers
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