Analytics Engine

Weighted engagement, diagnostics, and account winners

Analytics is where Artemis decides what to repeat. It compares Instagram and TikTok performance across accounts and surfaces, stores full metric history, and turns those signals into diagnostics and pattern outcomes.

Pull latest TikTok metrics

Queues Display API sync, matches posts to recipes, then recomputes the feedback loop.

Backfill product attribution

Reclassifies existing TikTok posts against the saved product profile without pulling fresh metrics.

Open approvals

23

Account snapshots

12

Post snapshots

12

Diagnostics

7

Avg score

3.93

Visual score

66.67

Recipe outcomes

22

Clicks

0

Weighted Engagement

Account leaderboard

@24f496

TIKTOKContactSweeper

5.34

28 published posts • 46 drafts • 0 followers

@finearttherapy

TIKTOKContactSweeper

0.00

0 published posts • 2 drafts • 0 followers

@sam_the_wombat

TIKTOKContactSweeper

0.00

0 published posts • 2 drafts • 0 followers

Recent Winners

Top post snapshots

@24f496TikTok Slideshow

131 views • 0 shares • saves unknown

5.34

@24f496TikTok Slideshow

131 views • 0 shares • saves unknown

5.34

@24f496TikTok Slideshow

131 views • 0 shares • saves unknown

5.34

@24f496TikTok Video

279 views • 0 shares • saves unknown

3.23

@24f496TikTok Video

280 views • 0 shares • saves unknown

3.21

@24f496TikTok Slideshow

161 views • 0 shares • saves unknown

3.11

@24f496TikTok Video

500 views • 1 shares • saves unknown

3.10

@24f496TikTok Video

472 views • 0 shares • saves unknown

2.75

Learnings

Performance diagnostics

low-weighted-engagement

1.80

This TikTok post underperformed on public weighted engagement.

Use the recipe feedback loop to rework hook clarity, visual pacing, and CTA strength before repeating this pattern.

low-weighted-engagement

3.11

This TikTok post underperformed on public weighted engagement.

Use the recipe feedback loop to rework hook clarity, visual pacing, and CTA strength before repeating this pattern.

low-weighted-engagement

1.80

This TikTok post underperformed on public weighted engagement.

Use the recipe feedback loop to rework hook clarity, visual pacing, and CTA strength before repeating this pattern.

low-weighted-engagement

3.11

This TikTok post underperformed on public weighted engagement.

Use the recipe feedback loop to rework hook clarity, visual pacing, and CTA strength before repeating this pattern.

low-weighted-engagement

1.05

This TikTok post underperformed on public weighted engagement.

Use the recipe feedback loop to rework hook clarity, visual pacing, and CTA strength before repeating this pattern.

low-weighted-engagement

3.11

This TikTok post underperformed on public weighted engagement.

Use the recipe feedback loop to rework hook clarity, visual pacing, and CTA strength before repeating this pattern.

low-weighted-engagement

2.94

This TikTok post underperformed on public weighted engagement.

Use the recipe feedback loop to rework hook clarity, visual pacing, and CTA strength before repeating this pattern.

What To Repeat Next

Metric-attributed recipe loop

Coverage

22/22

Metric feedback is active in future generation.

Product-safe coverage • ContactSweeper: Merge Contacts

Artemis matched 0

Legacy accepted 1

Needs review 7

Suppressed 16

Top recipes

your contacts are evidence

winner1.35x

tight-creatordramatic_headline_body api public

your contacts are evidence

promising1.10x

tight-creatordramatic_headline_body api public

he left, but his name stayed

promising1.19x

long-explainerdramatic_headline_body api public

your contacts are evidence

promising0.97x

tight-creatordramatic_headline_body api public

statement-led

Suppress for now: dramatic_headline_body.

Controlled Tests

Next experiments

Controlled experiment engine

Recommend product-safe tests, then queue slideshow draft candidates for normal review.

No controlled experiments yet. Recommend one after syncing/attributing TikTok metrics.

Product-Safe Learning

Post attribution review

Okay so this actually changed our relationship dynamic in the weirdest way. My girlfriend has always been the worst texter and I used to think she was just ignoring me or didn't care enough to reply quickly. Turns out her contact list was an absolute disaster zone. Like over 500 contacts with half of them just random numbers with no names, duplicates everywhere, and people she met once at a party three years ago. She would literally spend 5 minutes scrolling trying to find my name every time I texted her. I showed her ContactSweeper and she went through her entire contact list in like 10 minutes just swiping left and right. Deleted all the randoms, merged the duplicates, and now her contacts are actually usable. Now she texts back in seconds and I realized I was never being ignored, she just had the most chaotic phone organization I've ever seen. If your contacts are a mess, fix it with ContactSweeper. Your relationships will thank you.

@24f496TikTok VideoContactSweeper: Merge Contacts

Okay so this actually changed our relationship dynamic in the weirdest way. My girlfriend has always been the worst texter and I used to think she was just ignoring me or didn't care enough to reply quickly. Turns out her contact list was an absolute disaster zone. Like over 500 contacts with half of them just random numbers with no names, duplicates everywhere, and people she met once at a party three years ago. She would literally spend 5 minutes scrolling trying to find my name every time I texted her. I showed her ContactSweeper and she went through her entire contact list in like 10 minutes just swiping left and right. Deleted all the randoms, merged the duplicates, and now her contacts are actually usable. Now she texts back in seconds and I realized I was never being ignored, she just had the most chaotic phone organization I've ever seen. If your contacts are a mess, fix it with ContactSweeper. Your relationships will thank you.

1095 views • 0 likes • weighted 0.00saves unknown

RELEVANT

relevance 0.62pending

Open TikTok
Matched product identity 1 time.Matched 11 product-context terms.Detected unrelated lifestyle/heartbreak terms: relationship, ex.

Artemis suggested 5 possible matches from caption, time, and surface similarity.

I did an experiment last week that shocked me. I asked 50 random people at a coffee shop to pull out their phone and find one specific contact as fast as they could. The person who referred them to their current job. Only 4 people could do it in under a minute. The average time? 4 minutes and 12 seconds of scrolling, searching, and getting frustrated. Most people had 500 plus contacts they haven't spoken to in years. Duplicates everywhere. Old coworkers. Random people from events. It was total chaos. Then I showed them my contact list. I cleaned mine in 3 minutes using ContactSweeper. Just swipe left to delete, swipe right to keep. It auto-syncs so no fear of losing anyone important. The look on their faces when they realized how much mental clutter they were carrying around in their phones was priceless. Your contact list should work for you, not against you.

@24f496TikTok VideoContactSweeper: Merge Contacts

I did an experiment last week that shocked me. I asked 50 random people at a coffee shop to pull out their phone and find one specific contact as fast as they could. The person who referred them to their current job. Only 4 people could do it in under a minute. The average time? 4 minutes and 12 seconds of scrolling, searching, and getting frustrated. Most people had 500 plus contacts they haven't spoken to in years. Duplicates everywhere. Old coworkers. Random people from events. It was total chaos. Then I showed them my contact list. I cleaned mine in 3 minutes using ContactSweeper. Just swipe left to delete, swipe right to keep. It auto-syncs so no fear of losing anyone important. The look on their faces when they realized how much mental clutter they were carrying around in their phones was priceless. Your contact list should work for you, not against you.

468 views • 5 likes • weighted 1.07saves unknown

RELEVANT

relevance 0.62pending

Open TikTok
Matched product identity 1 time.Matched 13 product-context terms.Detected unrelated lifestyle/heartbreak terms: ex.

Artemis suggested 5 possible matches from caption, time, and surface similarity.

My coworker literally laughed when I said cleaning my contacts would boost my productivity. She thought I was joking. But here's the thing - I had 847 contacts in my phone and couldn't remember meeting 90% of them. Every time I needed to text or call someone, I'd scroll forever, see random names from 2016, and waste precious mental energy. So I finally tried ContactSweeper and spent just 4 minutes swiping left on everyone I don't actually know anymore. 783 contacts gone. Just like that. Now when I open my contacts, I see ONLY the people who matter. My actual friends, family, and work connections. Finding someone takes seconds instead of minutes. It sounds small, but these micro-frustrations add up. Digital clutter is still clutter, and it drains your focus more than you realize. My coworker tried it after seeing my results and deleted over 600 contacts herself. Sometimes productivity isn't about doing more - it's about removing what doesn't serve you anymore.

@24f496TikTok VideoContactSweeper: Merge Contacts

My coworker literally laughed when I said cleaning my contacts would boost my productivity. She thought I was joking. But here's the thing - I had 847 contacts in my phone and couldn't remember meeting 90% of them. Every time I needed to text or call someone, I'd scroll forever, see random names from 2016, and waste precious mental energy. So I finally tried ContactSweeper and spent just 4 minutes swiping left on everyone I don't actually know anymore. 783 contacts gone. Just like that. Now when I open my contacts, I see ONLY the people who matter. My actual friends, family, and work connections. Finding someone takes seconds instead of minutes. It sounds small, but these micro-frustrations add up. Digital clutter is still clutter, and it drains your focus more than you realize. My coworker tried it after seeing my results and deleted over 600 contacts herself. Sometimes productivity isn't about doing more - it's about removing what doesn't serve you anymore.

485 views • 20 likes • weighted 4.12saves unknown

RELEVANT

relevance 0.62pending

Open TikTok
Matched product identity 1 time.Matched 9 product-context terms.Detected unrelated lifestyle/heartbreak terms: ex.

Artemis suggested 5 possible matches from caption, time, and surface similarity.

My coworker literally laughed when I said cleaning my contacts would boost my productivity. She thought I was joking. But here's the thing - I had 847 contacts in my phone and couldn't remember meeting 90% of them. Every time I needed to text or call someone, I'd scroll forever, see random names from 2016, and waste precious mental energy. So I finally tried ContactSweeper and spent just 4 minutes swiping left on everyone I don't actually know anymore. 783 contacts gone. Just like that. Now when I open my contacts, I see ONLY the people who matter. My actual friends, family, and work connections. Finding someone takes seconds instead of minutes. It sounds small, but these micro-frustrations add up. Digital clutter is still clutter, and it drains your focus more than you realize. My coworker tried it after seeing my results and deleted over 600 contacts herself. Sometimes productivity isn't about doing more - it's about removing what doesn't serve you anymore.

@24f496TikTok VideoContactSweeper: Merge Contacts

My coworker literally laughed when I said cleaning my contacts would boost my productivity. She thought I was joking. But here's the thing - I had 847 contacts in my phone and couldn't remember meeting 90% of them. Every time I needed to text or call someone, I'd scroll forever, see random names from 2016, and waste precious mental energy. So I finally tried ContactSweeper and spent just 4 minutes swiping left on everyone I don't actually know anymore. 783 contacts gone. Just like that. Now when I open my contacts, I see ONLY the people who matter. My actual friends, family, and work connections. Finding someone takes seconds instead of minutes. It sounds small, but these micro-frustrations add up. Digital clutter is still clutter, and it drains your focus more than you realize. My coworker tried it after seeing my results and deleted over 600 contacts herself. Sometimes productivity isn't about doing more - it's about removing what doesn't serve you anymore.

666 views • 4 likes • weighted 0.60saves unknown

RELEVANT

relevance 0.62pending

Open TikTok
Matched product identity 1 time.Matched 9 product-context terms.Detected unrelated lifestyle/heartbreak terms: ex.

Artemis suggested 5 possible matches from caption, time, and surface similarity.

I had to scroll for MINUTES just to find my mom's contact. Literally 847 contacts and I couldn't tell you who 90 percent of them were. Random delivery drivers from 2015. That girl from the party whose name I never actually learned. THREE different Jessicas and zero context for any of them. Plus duplicates everywhere because apparently I saved the same person five different times. It was digital hoarding and I didn't even realize it. Then I found ContactSweeper and just started swiping. Left to delete, right to keep. It was SO satisfying watching all that clutter disappear. The app even caught duplicates I didn't know existed and merged them automatically. Now my contact list actually makes sense and I can find people in seconds instead of scrolling endlessly. If your phone contacts are a mess, you need this. Trust me, the relief is immediate.

@24f496TikTok VideoContactSweeper: Merge Contacts

I had to scroll for MINUTES just to find my mom's contact. Literally 847 contacts and I couldn't tell you who 90 percent of them were. Random delivery drivers from 2015. That girl from the party whose name I never actually learned. THREE different Jessicas and zero context for any of them. Plus duplicates everywhere because apparently I saved the same person five different times. It was digital hoarding and I didn't even realize it. Then I found ContactSweeper and just started swiping. Left to delete, right to keep. It was SO satisfying watching all that clutter disappear. The app even caught duplicates I didn't know existed and merged them automatically. Now my contact list actually makes sense and I can find people in seconds instead of scrolling endlessly. If your phone contacts are a mess, you need this. Trust me, the relief is immediate.

375 views • 9 likes • weighted 2.40saves unknown

RELEVANT

relevance 0.62pending

Open TikTok
Matched product identity 1 time.Matched 9 product-context terms.Detected unrelated lifestyle/heartbreak terms: ex.

Artemis suggested 5 possible matches from caption, time, and surface similarity.

I never realized how much digital clutter I was carrying around until I actually looked at my contact list. 847 contacts. EIGHT HUNDRED AND FORTY SEVEN. Most of them were people I met once at a conference in 2017, old coworkers from jobs I left years ago, or random service providers I called exactly one time. The worst part? I had 23 different Johns and I had absolutely no idea which John was which. Was this the John from college or the John who fixed my WiFi router that one time? The mental load of having all this useless information was draining without me even realizing it. Then I found ContactSweeper and it became weirdly satisfying. Swipe left to delete, swipe right to keep. It's like a dating app but for your contacts. In less than 10 minutes, I cleared out 600 people I will literally never contact again. The app even found 47 duplicate contacts I didn't know existed and merged them automatically. Now my contact list has 247 people who actually matter to me. My phone feels lighter, my brain feels clearer, and I can actually find people when I need to call them. If you're someone who values a clean digital space and actual productivity over digital hoarding, you need this.

@24f496TikTok VideoContactSweeper: Merge Contacts

I never realized how much digital clutter I was carrying around until I actually looked at my contact list. 847 contacts. EIGHT HUNDRED AND FORTY SEVEN. Most of them were people I met once at a conference in 2017, old coworkers from jobs I left years ago, or random service providers I called exactly one time. The worst part? I had 23 different Johns and I had absolutely no idea which John was which. Was this the John from college or the John who fixed my WiFi router that one time? The mental load of having all this useless information was draining without me even realizing it. Then I found ContactSweeper and it became weirdly satisfying. Swipe left to delete, swipe right to keep. It's like a dating app but for your contacts. In less than 10 minutes, I cleared out 600 people I will literally never contact again. The app even found 47 duplicate contacts I didn't know existed and merged them automatically. Now my contact list has 247 people who actually matter to me. My phone feels lighter, my brain feels clearer, and I can actually find people when I need to call them. If you're someone who values a clean digital space and actual productivity over digital hoarding, you need this.

462 views • 6 likes • weighted 1.30saves unknown

RELEVANT

relevance 0.62pending

Open TikTok
Matched product identity 1 time.Matched 13 product-context terms.Detected unrelated lifestyle/heartbreak terms: ex, dating.

Artemis suggested 5 possible matches from caption, time, and surface similarity.

Send this to the friend whose contacts have lore. What is the weirdest saved name still living in your phone?

@24f496TikTok VideoContactSweeper: Merge Contacts

Send this to the friend whose contacts have lore. What is the weirdest saved name still living in your phone?

280 views • 9 likes • weighted 3.21saves unknown

UNCERTAIN

relevance 0.28pending

Open TikTok
Matched 3 product-context terms.Weak product-adjacent overlap; keep for operator review.

Artemis suggested 5 possible matches from caption, time, and surface similarity.

protection mode after a breakup that didn't give you closure

@24f496TikTok VideoContactSweeper: Merge Contacts

protection mode after a breakup that didn't give you closure

377 views • 7 likes • weighted 1.86saves unknown

UNRELATED

relevance 0.14pending

Open TikTok
Matched 2 product-context terms.Detected unrelated lifestyle/heartbreak terms: breakup.

the manual they don't give you when your heart breaks in your twenties

@24f496TikTok VideoContactSweeper: Merge Contacts

the manual they don't give you when your heart breaks in your twenties

710 views • 15 likes • weighted 2.61saves unknown

UNRELATED

relevance 0.07pending

Open TikTok
Matched 1 product-context term.

Artemis suggested 1 possible match from caption, time, and surface similarity.

Cleaning my contacts brought back more than I expected. Sometimes it’s not about storage. It’s about closure. I still can’t do it lol #heartbreak #cleanbreak #startanew

@24f496TikTok VideoContactSweeper: Merge Contacts

Cleaning my contacts brought back more than I expected. Sometimes it’s not about storage. It’s about closure. I still can’t do it lol #heartbreak #cleanbreak #startanew

756 views • 78 likes • weighted 13.66saves unknown

UNRELATED

relevance 0.07pending

Open TikTok
Matched 1 product-context term.Detected unrelated lifestyle/heartbreak terms: heartbreak, ex.

Artemis suggested 1 possible match from caption, time, and surface similarity.

He’s still in my contacts. Should I delete him? ⬇️ Keep or delete?

@24f496TikTok VideoContactSweeper: Merge Contacts

He’s still in my contacts. Should I delete him? ⬇️ Keep or delete?

193 views • 9 likes • weighted 6.99saves unknown

UNRELATED

relevance 0.07pending

Open TikTok
Matched 1 product-context term.

Artemis suggested 1 possible match from caption, time, and surface similarity.

the reality check you need before you hit send

@24f496TikTok VideoContactSweeper: Merge Contacts

the reality check you need before you hit send

427 views • 9 likes • weighted 3.16saves unknown

UNRELATED

relevance 0.07pending

Open TikTok
Matched 1 product-context term.

Artemis suggested 1 possible match from caption, time, and surface similarity.

wish someone told me these before i wasted 6 months spiraling

@24f496TikTok VideoContactSweeper: Merge Contacts

wish someone told me these before i wasted 6 months spiraling

481 views • 15 likes • weighted 3.12saves unknown

UNRELATED

relevance 0.07pending

Open TikTok
Matched 1 product-context term.

8 things that stopped me from texting my ex at 2am

@24f496TikTok VideoContactSweeper: Merge Contacts

8 things that stopped me from texting my ex at 2am

500 views • 12 likes • weighted 3.10saves unknown

UNRELATED

relevance 0.07pending

Open TikTok
Matched 1 product-context term.Detected unrelated lifestyle/heartbreak terms: ex.

heartbreak rules that actually help you let go without losing yourself

@24f496TikTok VideoContactSweeper: Merge Contacts

heartbreak rules that actually help you let go without losing yourself

448 views • 11 likes • weighted 2.46saves unknown

UNRELATED

relevance 0.07pending

Open TikTok
Matched 1 product-context term.Detected unrelated lifestyle/heartbreak terms: heartbreak.

protective habits that actually helped me stop spiraling

@24f496TikTok VideoContactSweeper: Merge Contacts

protective habits that actually helped me stop spiraling

476 views • 8 likes • weighted 1.68saves unknown

UNRELATED

relevance 0.07pending

Open TikTok
Matched 1 product-context term.

thought heartbreak would fade quietly. I didn’t expect it to scream like this. Some things are harder to delete than they look. #heartbreak #cleanbreak #startanew

@24f496TikTok VideoContactSweeper: Merge Contacts

thought heartbreak would fade quietly. I didn’t expect it to scream like this. Some things are harder to delete than they look. #heartbreak #cleanbreak #startanew

154 views • 11 likes • weighted 9.42saves unknown

UNRELATED

relevance 0.00pending

Open TikTok
Detected unrelated lifestyle/heartbreak terms: heartbreak, ex.

7593980119325084935

@24f496TikTok VideoContactSweeper: Merge Contacts

169 views • 2 likes • weighted 1.18saves unknown

UNRELATED

relevance 0.00pending

Open TikTok
No clear overlap with the saved product profile.

Working on myself #heartbreak #cheater #lettinggo #cleanbreak

@24f496TikTok VideoContactSweeper: Merge Contacts

Working on myself #heartbreak #cheater #lettinggo #cleanbreak

402 views • 5 likes • weighted 1.24saves unknown

UNRELATED

relevance 0.00pending

Open TikTok
Detected unrelated lifestyle/heartbreak terms: heartbreak, cheater, lettinggo.

Starting anew in 2026! #heartbreak #cheater #lettinggo #startanew

@24f496TikTok VideoContactSweeper: Merge Contacts

Starting anew in 2026! #heartbreak #cheater #lettinggo #startanew

3280 views • 414 likes • weighted 12.90saves unknown

UNRELATED

relevance 0.00pending

Open TikTok
Detected unrelated lifestyle/heartbreak terms: heartbreak, cheater, lettinggo.

the closure talk won't fix it—these habits will

@24f496TikTok VideoContactSweeper: Merge Contacts

the closure talk won't fix it—these habits will

458 views • 5 likes • weighted 2.07saves unknown

UNRELATED

relevance 0.00pending

Open TikTok
No clear overlap with the saved product profile.

saved this in my drafts for the next time i almost relapse

@24f496TikTok VideoContactSweeper: Merge Contacts

saved this in my drafts for the next time i almost relapse

472 views • 13 likes • weighted 2.75saves unknown

UNRELATED

relevance 0.00pending

Open TikTok
Detected unrelated lifestyle/heartbreak terms: ex.

The absolute chaos I discovered when I actually opened my contacts app was embarrassing. Four versions of someone I definitely don't talk to anymore, three separate entries for the same dentist office with slightly different names, a mysterious John with just a first name from seven years ago, and somehow my mom was saved twelve different times with variations like Mom, Mum, Mother, and her actual name. I kept putting off cleaning it because manually scrolling through 600+ contacts and deciding what to delete felt like the most tedious task ever. Then I found ContactSweeper and literally swiped through my entire contact list in less time than it takes to make coffee. Swipe left to delete, swipe right to keep, and it auto-synced everything. The duplicate detection was chef's kiss because it caught all those weird variations I would have missed. Now when someone asks me to text them my contact, I don't have to panic about which version to send. ContactSweeper turned a three-hour nightmare into a five-minute satisfaction scroll.

@24f496TikTok VideoContactSweeper: Merge Contacts

The absolute chaos I discovered when I actually opened my contacts app was embarrassing. Four versions of someone I definitely don't talk to anymore, three separate entries for the same dentist office with slightly different names, a mysterious John with just a first name from seven years ago, and somehow my mom was saved twelve different times with variations like Mom, Mum, Mother, and her actual name. I kept putting off cleaning it because manually scrolling through 600+ contacts and deciding what to delete felt like the most tedious task ever. Then I found ContactSweeper and literally swiped through my entire contact list in less time than it takes to make coffee. Swipe left to delete, swipe right to keep, and it auto-synced everything. The duplicate detection was chef's kiss because it caught all those weird variations I would have missed. Now when someone asks me to text them my contact, I don't have to panic about which version to send. ContactSweeper turned a three-hour nightmare into a five-minute satisfaction scroll.

994 views • 4 likes • weighted 0.40saves unknown

RELEVANT

relevance 0.62accept for product

Open TikTok
Matched product identity 1 time.Matched 10 product-context terms.Detected unrelated lifestyle/heartbreak terms: ex.

So my friend who works in tech and optimizes literally everything in his life told me that cleaning your phone contacts is a waste of time because nobody actually does it. And honestly? That annoyed me because I KNEW my contact list was a mess. We're talking old coworkers from 2017, that girl from yoga class I went to twice, multiple entries for the same person, and at least 50 numbers with no names attached. But the thought of going through them one by one in my regular contacts app? Absolutely not. Then I found ContactSweeper and decided to prove him wrong. The concept is so simple it's genius - just swipe left to delete, swipe right to keep. It's literally like those dating apps but for your contacts, and honestly it made the whole process kind of fun? I sat in my favorite coffee shop, put on a podcast, and just started swiping. In less than 10 minutes I cleared out over 400 contacts I'll never talk to again. It auto-syncs to your actual contact book so there's no extra steps, and it even caught 23 duplicates I didn't know I had. My phone feels lighter, my contacts actually make sense now, and yes, I sent my friend a screenshot of my cleaned contact list with a very smug message. He downloaded it immediately. Sometimes the simplest solutions are the ones that actually work. ContactSweeper turned a dreaded task into something I could knock out during a coffee break, and my productivity-obsessed brain is very satisfied.

@24f496TikTok VideoContactSweeper: Merge Contacts

So my friend who works in tech and optimizes literally everything in his life told me that cleaning your phone contacts is a waste of time because nobody actually does it. And honestly? That annoyed me because I KNEW my contact list was a mess. We're talking old coworkers from 2017, that girl from yoga class I went to twice, multiple entries for the same person, and at least 50 numbers with no names attached. But the thought of going through them one by one in my regular contacts app? Absolutely not. Then I found ContactSweeper and decided to prove him wrong. The concept is so simple it's genius - just swipe left to delete, swipe right to keep. It's literally like those dating apps but for your contacts, and honestly it made the whole process kind of fun? I sat in my favorite coffee shop, put on a podcast, and just started swiping. In less than 10 minutes I cleared out over 400 contacts I'll never talk to again. It auto-syncs to your actual contact book so there's no extra steps, and it even caught 23 duplicates I didn't know I had. My phone feels lighter, my contacts actually make sense now, and yes, I sent my friend a screenshot of my cleaned contact list with a very smug message. He downloaded it immediately. Sometimes the simplest solutions are the ones that actually work. ContactSweeper turned a dreaded task into something I could knock out during a coffee break, and my productivity-obsessed brain is very satisfied.

551 views • 2 likes • weighted 0.36saves unknown

RELEVANT

relevance 0.62ignore for product

Open TikTok
Matched product identity 1 time.Matched 15 product-context terms.Detected unrelated lifestyle/heartbreak terms: ex, dating.

Creative QA

Sampled-frame visual learning

Coverage

24/24

Visual learning has enough runs to bias future drafts.

Recurring issues

low text legibility ×24

weak final CTA frame ×1

weak first frame ×1

Strong patterns

good visual variation ×24

clear first frame ×4

@sam_the_wombat • TikTok Slideshow

score 63

2026-05-25T13:32:15.913Z

@finearttherapy • TikTok Slideshow

score 64

2026-05-25T13:28:03.456Z

@24f496 • TikTok Slideshow

score 66

2026-05-25T13:27:58.703Z

@sam_the_wombat • TikTok Slideshow

score 63

2026-05-25T08:42:39.846Z

@finearttherapy • TikTok Slideshow

score 65

2026-05-25T08:42:34.859Z

@24f496 • TikTok Slideshow

score 66

2026-05-25T01:10:33.550Z

@24f496 • TikTok Slideshow

score 67

2026-05-24T05:42:53.040Z

@24f496 • TikTok Slideshow

score 69

2026-05-23T02:50:32.095Z

Account Style

Creative memory profiles

@finearttherapy

2 observations • direct-explainer

2026-05-26T01:05:07.512Z

Tone: direct product explainer

Layouts: centered headline/body, dramatic_headline_body

Weak patterns: none flagged yet

Evidence: draft history only

Confidence: bootstrapping

Visual: avg 65

@sam_the_wombat

2 observations • direct-explainer

2026-05-26T01:00:04.736Z

Tone: direct product explainer

Layouts: centered headline/body, dramatic_headline_body

Weak patterns: none flagged yet

Evidence: draft history only

Confidence: bootstrapping

Visual: avg 63

@24f496

72 observations • tight-creator

2026-05-26T01:00:04.361Z

Tone: tight creator tone

Layouts: dramatic_cta, dramatic_headline_body, dramatic_receipt, dramatic_story

Weak patterns: tiktok_video

Evidence: public fallback

Confidence: high

Visual: avg 66

Feedback Loop

Recent creative observations

@sam_the_wombat • TikTok Slideshow

Your phone still networks like it is 2019.

review-ready

Layouts: centered headline/body, dramatic_headline_body

Source: artemis draft

@finearttherapy • TikTok Slideshow

I was her crisis hotline, not her friend.

review-ready

Layouts: centered headline/body, dramatic_headline_body

Source: artemis draft

@24f496 • TikTok Slideshow

His contact name became the relapse trigger.

review-ready

Layouts: centered headline/body, dramatic_headline_body

Source: artemis draft

@sam_the_wombat • TikTok Slideshow

Your network is leaking focus every Friday.

review-ready

Layouts: centered headline/body, dramatic_headline_body

Source: artemis draft

@finearttherapy • TikTok Slideshow

My best friend leaked my private vent and then the group chat moved without me.

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Source: artemis draft

@24f496 • TikTok Slideshow

One search tests the progress you swore you'd protect.

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Source: artemis draft

@24f496 • TikTok Slideshow

You promised you would not search his name

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Source: artemis draft

@24f496 • TikTok Slideshow

You broke up two weeks ago.

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Layouts: centered headline/body, dramatic_headline_body

Source: artemis draft