# gauri__gupta Launch Wave on X: 41 Quotes in 4 Hours · Anysite

> gauri__gupta launch on X, Nov 4, 2026: 41 accounts quoted it in four hours, 18 of them repeat quoters. Minute marks, agency claims and the quoters.

URL: https://anysite.io/research/launch-waves/waves/gauri-gupta-20261104/
Canonical: https://anysite.io/research/launch-waves/waves/gauri-gupta-20261104/
Language: en
Generated: 2026-11-05

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---

// Launch wave · Nov 4, 2026

# gauri__gupta

Posted by @gauri__gupta on Nov 4, 2026, 17:45 UTC. A launch wave under the published rule.

found by the live monitor: 5+ of 150 repeat quoters within 4 h

quoters in the first hour

23

quoters in four hours

41

repeat quoters in four hours (44%)

18

sentinels in four hours

11

## The Launch

- Company gauri__gupta
- Kind product
- Group found by the live monitor: 5+ of 150 repeat quoters within 4 h
- Author @gauri__gupta
- Author’s followers at first read 6,435
- Views at read 120,211
- Quoters retrieved 41
- Quoters in 24 hours 41
- Agency roster accounts in four hours 0
- In the Doomers launch directory no
- Monitor hourly tier, detected Nov 4, 2026, confirmed

[Open the post on X](https://x.com/i/status/2118036805865890022)

## The Launch Post

The post as it was read, shown as written.

> The intelligence frontier keeps advancing every day. Are your agents delivering better outcomes on what matters? For enterprises, the promise of agents is more work completed reliably, with less human intervention and a lower cost per successful task. Today, we’re launching @neosigma_ai and our mission to empower every organization to build their own sovereign intelligence lab. A place to operationalize their knowledge, replay real work, and optimize agents against the outcomes that matter to their business. Where production experience compounds into intelligence the organization owns. We’re starting with NeoEval, our automated evaluation engine. It turns your production data into evaluation environments - that dynamically evolves along with your users, workflows, and frontier. A playground for evaluating and optimizing your agents. Your data. Your institutional knowledge. Now operationalized into evals and compounding intelligence. Stay tuned for the next few days of updates from NeoSigma.

[@gauri__gupta](https://x.com/i/status/2118036805865890022)

## Quoters Over the First Four Hours

Cumulative quoters; the dashed line is the comparison launch (comparator nearest in account size).

Minute Marks: The minute after the launch post at which each quoter count was reached.

- 5th quoter 5
- 10th quoter 17
- 20th quoter 55
- 50th quoter not reached
- 100th quoter not reached
- median minute of quotes in four hours 55

## Agency Claims

What agencies’ own public pages say about this launch, quoted as read.

No agency claim about this launch was found on the pages read.

## Who Quoted Early

Role of the accounts that quoted inside four hours, read from their bios.

- no role (no bio) 13
- creator 10
- founder 6
- marketing or sales 4
- other 4
- engineer or researcher 3
- investor 1

## Every Quoter in the First Four Hours

In order of the minute they quoted. Bios and names are shown as written.

Filters

**Filters**

Only Repeat quoters Sentinels On an agency roster Reset filters

41 of 41 quoters

| Account | Minute | Repeat quoter | Sentinel | Agency roster | X’s label | Role |
| --- | --- | --- | --- | --- | --- | --- |
| [@MardiaArnav](https://x.com/MardiaArnav) · Arnav Mardia | 1 | — | — | — | — | other |
| [@Abhiram2k03](https://x.com/Abhiram2k03) · Abhiram2k03 | 3 | — | — | — | — | — |
| [@kartikeyeah](https://x.com/kartikeyeah) · Kartikeya Gupta | 3 | — | — | — | — | — |
| [@neosigma_ai](https://x.com/neosigma_ai) · NeoSigma | 4 | — | — | — | — | — |
| [@Calxin__](https://x.com/Calxin__) · Calvin | 5 | — | — | — | — | — |
| [@igus_ai](https://x.com/igus_ai) · gus | 9 | yes | yes | — | — | creator |
| [@MikuBTC](https://x.com/MikuBTC) · Miku | 10 | yes | — | — | — | creator |
| [@rahul_got_lazy](https://x.com/rahul_got_lazy) · rj | 14 | — | — | — | — | — |
| [@garlotic](https://x.com/garlotic) · GARLOTIC | 16 | yes | yes | — | — | founder |
| [@praveen_netinti](https://x.com/praveen_netinti) · Netinti Praveen Kumar | 17 | — | — | — | — | — |
| [@n0tisma](https://x.com/n0tisma) · ismael. | 19 | yes | — | — | — | other |
| [@ftcarpe](https://x.com/ftcarpe) · carpe | 20 | yes | yes | — | — | creator |
| [@Nozelcode](https://x.com/Nozelcode) · roman | 23 | yes | yes | — | — | creator |
| [@PabloTec_](https://x.com/PabloTec_) · Pablo | 27 | yes | — | — | — | marketing or sales |
| [@defi_dua](https://x.com/defi_dua) · Shubhan Dua | 28 | — | — | — | — | marketing or sales |
| [@thetechbarbiee](https://x.com/thetechbarbiee) · Kaashika Prajaapat | 28 | — | — | — | — | — |
| [@anishmadan23](https://x.com/anishmadan23) · Anish Madan | 29 | — | — | — | — | — |
| [@usercris11111](https://x.com/usercris11111) · M. Cristian | 32 | — | — | — | — | marketing or sales |
| [@celineodier](https://x.com/celineodier) · céline ✧ | 41 | yes | yes | — | — | marketing or sales |
| [@shreya__verse](https://x.com/shreya__verse) · Shreya Sharma | 55 | — | — | — | — | — |
| [@bernirov](https://x.com/bernirov) · berni | 55 | yes | yes | — | — | engineer or researcher |
| [@adibilawar](https://x.com/adibilawar) · Adi | 55 | — | — | — | — | — |
| [@meh_agarwal](https://x.com/meh_agarwal) · Mehul Agarwal | 58 | — | — | — | — | founder |
| [@liambraus](https://x.com/liambraus) · liam. | 62 | yes | yes | — | — | founder |
| [@jeffwang](https://x.com/jeffwang) · Jeff Wang | 63 | yes | — | — | — | founder |
| [@deanwperkins](https://x.com/deanwperkins) · Dean W. Perkins | 76 | yes | yes | — | — | creator |
| [@tanmayagarwal98](https://x.com/tanmayagarwal98) · Tanmay Agarwal | 77 | — | — | — | — | engineer or researcher |
| [@grahaminhoo](https://x.com/grahaminhoo) · Graham | 82 | — | — | — | — | investor |
| [@robrtcode](https://x.com/robrtcode) · robert. | 95 | yes | yes | — | — | other |
| [@lauraveyne](https://x.com/lauraveyne) · Laura | 97 | yes | — | — | — | creator |
| [@JayThakrar](https://x.com/JayThakrar) · Jay Thakrar | 98 | — | — | — | — | founder |
| [@maddieworks](https://x.com/maddieworks) · Madeline 💌💐 | 109 | yes | yes | — | — | creator |
| [@DvijKalaria](https://x.com/DvijKalaria) · Dvij Kalaria | 111 | — | — | — | — | engineer or researcher |
| [@exceptionalvc](https://x.com/exceptionalvc) · Exceptional Capital | 129 | — | — | — | — | — |
| [@isamquintero](https://x.com/isamquintero) · sam | 133 | yes | yes | — | — | creator |
| [@zrebroia](https://x.com/zrebroia) · zre | 136 | yes | — | — | — | creator |
| [@Marell](https://x.com/Marell) · Marell Evans | 157 | — | — | — | — | founder |
| [@DeltaCommunityX](https://x.com/DeltaCommunityX) · Delta | 168 | — | — | — | — | other |
| [@abhinav_lalwani](https://x.com/abhinav_lalwani) · Abhinav Lalwani | 204 | — | — | — | — | — |
| [@abinavmoto](https://x.com/abinavmoto) · Abinav Ramesh | 212 | — | — | — | — | — |
| [@romandevz](https://x.com/romandevz) · Rodev | 238 | yes | — | — | — | creator |

## What the numbers do not say

These counts show when public quotes of a launch post were posted and by which accounts. They do not show who asked anyone to post, whether money changed hands, or that the quoters acted together.

## Around This Launch

[All launches of gauri__gupta](https://anysite.io/research/launch-waves/companies/gauri-gupta/) [Wave Radar for November 2026](https://anysite.io/research/launch-waves/radar/2026-11/) [Open this wave on the map](https://anysite.io/research/launch-waves/map/?launch=2118036805865890022) [Repeat quoters on record](https://anysite.io/research/launch-waves/accounts/) [How launch waves are read](https://anysite.io/research/launch-waves/method/)

New launch waves are reported first on @anysite_io.

[Follow @anysite_io →](https://x.com/anysite_io)

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## New Launch Waves, First on X

New launch waves are reported first on @anysite_io.

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