Reddit keyAd angles from real buyers key

Ad angles from real buyers

Ad angles your buyers already proved.

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.

  • Reddit, Amazon, TikTok + more
  • Ranked by mentions
  • Every quote linked
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Real example

We ran it on the sleep-supplement niche: 10 Reddit threads and a best-selling magnesium on Amazon.

Real reviews and comments, pulled Oct 18, 2026. Nothing staged. Hover an answer to see its proof.

reddit.com · “magnesium for sleep” + amazon.com/dp/••••••••••
443 comments and reviews read221 Reddit comments + 222 Amazon reviews
  • MMiss F.Jun 23, 2026
    ★★★★★

    I can usually swallow five pills at once without even blinking. But these things? These things are apparently training for the Olympics.

  • TTeddyJul 13, 2026
    ★★★★★

    I cannot choke these down. Way too large, and if I try to cut or break them into smaller pieces, they are jagged.

  • Fu/Fit_You9694r/insomniaMar 22, 2026

    Glycinate is super energizing for me, it spiked my anxiety … I use mag citrate and it's definitely helping!

  • Ru/robot_pirater/SupplementsSep 29, 2026

    For the love of all that is reddit, please Mods, pin a definitive mag gly discussion. 🙄

  • CClaireAug 23, 2026
    ★★★★★

    I take half a dose and it works well for falling asleep.

  • Du/den773r/insomniaAug 31, 2025

    I use magnesium glycinate. The other magnesiums give me all sorts of stomach problems.

  • AAudra S.Jul 17, 2026
    ★★★★★

    It doesn’t make my digestive system run, it helps me sleep well, it relaxes me, and stops the thoughts from going crazy.

  • Ru/r41316r/SupplementsMay 4, 2026

    Mag glycinate kept me in a super light sleep all night for weeks until I figured it out.

  • Hu/uhhhuhuhhr/SupplementsSep 18, 2026

    Eh I've tried all forms and they always make it harder for me to fall a sleep and give me vivid nightmares

  • Cu/Ceti-r/insomniaMar 22, 2026

    Took mag glycinate (200 mg) for 6 months and it made no appreciable difference in my sleep.

  • CCloverlaneJul 15, 2026
    ★★★★★

    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.

  • MMMar 14, 2026
    ★★★★★

    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.

ClaudeAdlicio

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.

Adlicioresearch_topicread 443 comments and reviews

Buyers 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.

7 angles, ranked by mentions

  1. 01A pill you can actually swallow85 mentions

    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.”

  2. 02Which magnesium is the sleep one?64 mentions

    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!”

  3. 03Asleep faster, without the knockout58 mentions

    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.”

  4. 04No 2am bathroom trip44 mentions

    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.”

  5. 05Wired instead of tired40 mentions

    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.”

  6. 06Tried it, felt nothing33 mentions

    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.”

  7. 07Same bottle, same result19 mentions

    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.”

Each item counts once per angle if it raises that angle in its own words (keyword tagged, then every match read by hand; false matches removed; an item can count in several angles), across 221 Reddit comments and 222 Amazon reviews. Night leg cramps and restless legs came up in 36 items, but an ad on them would need a medical claim, so it is left out.
Works the same on
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Run it yourself

Copy. Paste. Done.

The exact prompt behind the example. Swap in your link.

The prompt
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.
Swap the 2 highlighted parts for your own.
The setup
Plan
Free to try, Starter for more
Cost
1 credit per 5 Reddit threads
Time
About a minute
What you get
  • Angles ranked by mentions
  • A hook per angle
  • The quotes behind each
Pricing

Free to start.

Try it on your own niche today. Pick a plan when you want more.

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  • 6 free credits to try it
  • Your first scrape pulls 150 comments
  • Export every comment to CSV
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When you want more

Starter

Hear what customers say, in their own words.

Monthly billing: $49$41.67/mo
Billed $125 every 3 months, save 15%
Get Starter

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1 seat included
30 customer sources
  • Credits250 / mo
  • Brands3
  • Reddit Radar1
  • Claude + ChatGPT
  • Competitor ads
  • Viral hooks
  • Top advertisers
  • Export API
GrowthRecommended

Add competitor ads and the hooks that win.

Monthly billing: $99$84/mo
Billed $252 every 3 months, save 15%
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1 seat included
30 customer sources
  • Credits600 / mo
  • Brands10
  • Reddit Radar3
  • Claude + ChatGPT
  • Competitor ads
  • Viral hooks
  • Top advertisers
  • Export API
Scale

Find the top advertisers in any niche, with your team.

Monthly billing: $199$169/mo
Billed $507 every 3 months, save 15%
Get Scale

Cancel anytimeSecured by stripe

3 seats included · +$29/seat
30 customer sources
  • Credits1,200 / mo
  • Brands25
  • Reddit Radar5
  • Claude + ChatGPT
  • Competitor ads
  • Viral hooks
  • Top advertisers
  • Export API

Extra seats on Scale are $29 a month. Out of credits? Top up from $9.99, any time.

YouTube comments and app store reviews never use credits. See the full price list. Not ready? Start free, no card needed.

“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.”

★★★★★ Marco Damiani, Chrome Web Store review
Questions

Good questions.

How is this different from asking ChatGPT for angles?

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.

What if my niche is small?

Small niches work well. Fewer threads, louder repeats. If Reddit is quiet, add Amazon, TikTok or YouTube comments.

Can I use the quotes in my ads?

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.

Do I need Claude?

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

Your next angle is already written.

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