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v2.5 StablePikory 2026
Discovery Intelligence

#Frauds

Total Volume
420KLive
Discovery Velocity
Viral
Initial Sampling
12 Items
Hashtag StatsBased on recent activity
Total Posts
420K
Avg. Views
1,304,848
Best Performing Reel View
11,467,941 Views
Analyzed Creators
10
Performance Context
Initial Batch12 reels analyzed

Trending Feed

12 posts loaded

Sisters are doin' it for the heist πŸš“πŸ‘―β€β™€οΈ

πŸ’Œ Message just
124,553

Sisters are doin' it for the heist πŸš“πŸ‘―β€β™€οΈ πŸ’Œ Message just in from Suranne Jones and Jodie Whittaker. You can catch their new show Frauds, tonight at 9pm on ITV1 or stream the entire series on ITVX now. #SuranneJones #JodieWhittaker #Frauds #WhatToWatch

The negotiation is tense. The stakes are high. One job, but
72,640

The negotiation is tense. The stakes are high. One job, but who's the boss? πŸ‘―β€β™€οΈ πŸ’Έ #Frauds #SuranneJones #JodieWhittaker #WhatToWatch

AYEEEE! FAK IT! 

#frauds #fake #ai #clowns #garbage
2,734

AYEEEE! FAK IT! #frauds #fake #ai #clowns #garbage

From the cobbles to southern Spain, Suranne brings the drama
2,866,920

From the cobbles to southern Spain, Suranne brings the drama πŸ‘€ #CoronationStreet #Corrie #Frauds #SuranneJones

Share with your family & friends πŸ˜‡
.
.
Collab with @shreema
646,571

Share with your family & friends πŸ˜‡ . . Collab with @shreemanitripathi . . . #scam #scamalert #bankscam #techplusgadgets #fraudalert #frauds #scammer #bank #scamlink #links #tech #information #informative #techinfo #tipsandtricks #techtips #techtricks

BEWARE! Did you know about this parcel delivery scam? 
It ca
47,622

BEWARE! Did you know about this parcel delivery scam? It can empty your bank account… Find out more 😱 . . . #scam #scamalert #frauds #scamawareness #fraudalert

Scammers count on panic. We count on awareness. 
And it’s ca
14,487

Scammers count on panic. We count on awareness. And it’s catching on. From one bold step to an all-out movement, we are showing what confidence looks like in the face of fraud. To report fraud, dial 1930 or login to the official website. #HauslaOnScamGone #HauslaHaiTohHoJayega #KotakMahindraBank #CyberFraud #CyberCrime #Frauds #SafeBanking

Leave fraudsters in shock by reporting them or by clicking o
275,354

Leave fraudsters in shock by reporting them or by clicking on 'Block'.πŸ’ƒ #shikshakshok #vigilaunty #fraudsters #frauds #staysafe #stayvigil #safety #fraudawareness #besafe #bevigil #report #block #scams #otp #vigilarmy

Deepfake scams are here, and they’re fooling millions.😳

Fr
40,956

Deepfake scams are here, and they’re fooling millions.😳 From AI-generated celebrity endorsements to fake video calls from your loved ones, scammers have taken deception to the next level.πŸ‘€ In this episode of Man Vs Scam, cybercrime expert @brijeshbsingh and cybersecurity strategist @utkarshica break down the most shocking deepfake scams, viral cases, and the real cost of AI-powered fraud.πŸŽ™οΈπŸŽ¬ . . . (Deepfake, AI scams, Cybercrimes, frauds, Man vs Scam) #deepfake #cybercrime #frauds #scam #celebrity

Revealing who was behind my deepfake – it was me and my part
11,467,941

Revealing who was behind my deepfake – it was me and my partner in anti-crime @vforvigilaunty πŸ€πŸ¦ΈπŸ»β€β™€οΈ ​ How and why, you ask? Watch the latest episode of What The Fraud to know more. Join the Vigil Army by sending a β€˜Hi’ on 72900 30000 on WhatsApp to stay updated with the latest fraud info. #VigilAunty #Finance #FreedomFromFrauds #StaySafe #StayVigil #Frauds #NoraFatehi

🀩 'Fraud's stars Suranne Jones and Jodie Whittaker tell us
4,911

🀩 'Fraud's stars Suranne Jones and Jodie Whittaker tell us what it's all about! #Frauds #SuranneJones #JodieWhittaker

The Fraud Minute with Barry: The Journal of Investing (Part
93,483

The Fraud Minute with Barry: The Journal of Investing (Part 2) . . . . #fraudminute #frauds #fraudd#fraudprevention #fraudalert

Top Creators

Most active in #frauds

Semantic Clustering

Reels Graph Intelligence.

Advanced mapping of high-affinity Instagram Reels semantic patterns identified within the #frauds ecosystem.

Strategic Implementation

Our semantic engine has identified these specific pattern clusters as high-affinity matches for #frauds. Integrated usage of #frauds with strategic Reels tags like #banco agricola baes fraud and #upi frauds complaints is statistically linked to a significant increase in initial Reels discovery velocity.

In-Depth Hashtag Analysis: #frauds

Expert Review β€’ June 4, 2026 β€’ Based on 12 Reels

Executive Overview

#frauds is an actively used Instagram hashtag. Across the 12 trending reels analyzed on this page, the content has accumulated a combined total of 15,658,172 viewsβ€” demonstrating exceptional viral potential within this content vertical. The top creator ecosystem features 8 notable accounts, led by @norafatehi with 11,467,941 total views. The hashtag's semantic network includes 100 related keywords such as #banco agricola baes fraud, #upi frauds complaints, #leida margaretha wire fraud charges, indicating its position within a broader content cluster.

Avg. Views / Reel
1,304,848
15,658,172 total
Viral Ceiling
11,467,941
Best Performing Reel
Unique Creators
8
12 reels analyzed

Viewership & Reach Analysis

The 12 reels in this dataset have generated a combined 15,658,172 views, translating to an average of 1,304,848 views per reel. This exceptionally high average viewership indicates that content in this hashtag frequently hits the Explore page or Reels tab, driving massive exposure beyond the creator's immediate follower base.

Top Performing Reel

The highest-performing reel in this dataset received 11,467,941 views. This viral outlier performance is 879% of the average reel performance in this set. This significant gap between the top performer and the average highlights the "viral lottery" nature of this hashtag β€” breakout hits can achieve massive scale.

Content Overview & Top Creators

The #frauds ecosystem is dominated by short-form video content (Reels), aligning with Instagram's algorithmic preference for video-first distribution. There are 8 distinct accounts contributing to the trending feed. The top creator, @norafatehi, has contributed 1 reel with a total viewership of 11,467,941. The top three creators β€” @norafatehi, @itv, and @techplusgadgets β€” together account for 96.9% of the total views in this dataset. The semantic network of #frauds extends across 100 related hashtags, including #banco agricola baes fraud, #upi frauds complaints, #leida margaretha wire fraud charges, #consubanco fraudes. Creators often use these tags together to reach overlapping audiences.

Discoverability & Reach Potential

The discoverability metrics for #frauds indicate an active content ecosystem. The average of 1,304,848 views per reel demonstrates consistent audience reach. For creators using #frauds, high-quality production and strong hooks in the first 1-2 seconds tend to perform best given the competition.

Analyst Verdict

#frauds demonstrates the hallmarks of a well-performing Instagram hashtag. With an average of 1,304,848 views per reel, the viewership metrics position this hashtag as a premium discovery vehicle. Creators like @norafatehi and @itv are leading the charge, setting viewership benchmarks for the community.

Frequently Asked Questions

Everything about #frauds on Instagram

Frequently Asked Questions

How popular is the #frauds hashtag?

Currently, #frauds has over 420K public posts on Instagram. It is a highly active community focus area for creators and brands.

Can I download reels from #frauds anonymously?

Yes, Pikory allows you to view and download public reels tagged with #frauds without an account and without notifying the content creators.

What are the most related tags to #frauds?

Based on our semantic analysis, tags like #leida margaretha wire fraud charges, #somalian fraud, #yuji fraud are frequently used alongside #frauds.
#frauds Instagram Discovery & Analytics 2026 | Pikory