Dark | Light
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

# ![Forward Labs Graphic](https://lunarcrush.com/gi/w:26/t:forward-labs.png) Forward Labs

Forward Labs sees mixed social sentiment as web3 trading platform gains traction, but user concerns about scams surface. Engagements are down, but mentions are up year over year, indicating a need for caution and further investigation into the negative claims being made on social media platforms like X and LinkedIn.

### About Forward Labs
Forward Labs is a company focused on web3 trading and solar energy.  

### Insights [#](/topic/forward-labs/insights)
- Forward Labs engagements hit XXX which is XXX% higher than it's daily average.
- Forward Labs engagements is up XXXXXXXX% from the previous week.

### Engagements: XXX [#](/topic/forward-labs/interactions)
---
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/t:forward-labs/c:line/m:interactions/iv:1d.svg)  
[Engagements 24-Hour Time-Series Raw Data](/topic/forward-labs/time-series/interactions.tsv)  
**Current Value**: XXX  
**Daily Average**: XXX  
**1 Week**: XXXXX +2,556%  
**1 Month**: XXXXX +805%  
**6 Months**: XXXXXX +379%  
**1 Year**: XXXXXX -XX%  
**1-Year High**: XXXXXX on 2025-06-19  
**1-Year Low**: X on 2024-11-16  

| Social Network | Reddit | X | YouTube |
| -------------- | ------ | - | ------- |
| Engagements    | XXX    | X | X       |
  

  
  
### Mentions: XX [#](/topic/forward-labs/posts_active)
---
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/t:forward-labs/c:line/m:posts_active/iv:1d.svg)  
[Mentions 24-Hour Time-Series Raw Data](/topic/forward-labs/time-series/posts_active.tsv)  
**Current Value**: XX  
**Daily Average**: X  
**1 Month**: X -XX%  
**6 Months**: XXX -XX%  
**1 Year**: XXX +169%  
**1-Year High**: XX on 2025-03-21  
**1-Year Low**: X on 2024-10-21  

| Social Network | Reddit | X | YouTube |
| -------------- | ------ | - | ------- |
| Mentions       | X      | X | X       |
  

  
  
### Creators: XX [#](/topic/forward-labs/contributors_active)
---
![Creators Line Chart](https://lunarcrush.com/gi/w:600/t:forward-labs/c:line/m:contributors_active/iv:1d.svg)  
[Creators 24-Hour Time-Series Raw Data](/topic/forward-labs/time-series/contributors_active.tsv)  
XX unique social accounts have posts mentioning Forward Labs in the last XX hours which is up XX% from X in the previous XX hours
**Daily Average**: X  
**1 Month**: X -XX%  
**6 Months**: XX -XX%  
**1 Year**: XXX +148%  
**1-Year High**: XX on 2025-03-21  
**1-Year Low**: X on 2024-10-21  

The most influential creators that mention Forward Labs in the last XX hours

| Creator                                        | Rank | Followers  | Posts | Engagements |
| -------                                        | ---- | ---------  | ----- | ----------- |
| [@mvea](/creator/reddit/mvea)                  | X    | XXXXXXXXXX | X     | XXX         |
| [@JohnSnowLabs](/creator/twitter/JohnSnowLabs) | X    | XXXXXX     | X     | X           |

[View More](/list/creators/forward-labs/100)
  
  
### Sentiment: XX% [#](/topic/forward-labs/sentiment)
---
![Sentiment Line Chart](https://lunarcrush.com/gi/w:600/t:forward-labs/c:line/m:sentiment/iv:1d.svg)  
[Sentiment 24-Hour Time-Series Raw Data](/topic/forward-labs/time-series/sentiment.tsv)  
**Current Value**: XX%  
**Daily Average**: XX%  
**1 Month**: XX% -XX%  
**6 Months**: XX% -XX%  
**1 Year**: XX% -XX%  
**1-Year High**: XXX% on 2024-10-22  
**1-Year Low**: XX% on 2025-03-15  

**Most Supportive Themes**
- **Web3 Trading Platform:** (60%) Positive sentiment around the web3 trading platform and its features.
  
**Most Critical Themes**
- **Scam Concerns:** (40%)  User concerns about scams and untrustworthy individuals associated with Forward Labs.
  
Network engagement breakdown:  
| Network | Positive | %   | Neutral | %   | Negative | %  |
| ------- | -------- | -   | ------- | -   | -------- | -  |
| Reddit  | XX       | XX% | XXX     | XX% | X        | X% |
| X       | X        | X%  | X       | X%  | X        | X% |
| YouTube | X        | X%  | X       | X%  | X        | X% |
|         |          |     |         |     |          |    |
| Total   | XX       | XX% | XXX     | XX% | X        | X% |
  


**Top assets mentioned**
In the posts about Forward Labs in the last XX hours

[Solana (SOL)](/topic/solana)
[Swap (XWP)](/topic/$xwp)
[Bio Protocol (BIO)](/topic/$bio)
[Bio-Rad Laboratories, Inc. Class A Common Stock (BIO)](/topic/biorad-laboratories-inc)

**Top topics mentioned**
In the posts about Forward Labs in the last XX hours

[cloudera](/topic/cloudera), [genai](/topic/genai), [6969](/topic/6969), [coins layer 1](/topic/coins-layer-1), [web3](/topic/web3), [solana](/topic/solana), [$xwp](/topic/$xwp), [coins defi](/topic/coins-defi), [$bio](/topic/$bio), [biorad laboratories inc](/topic/biorad-laboratories-inc), [coins solana ecosystem](/topic/coins-solana-ecosystem), [coins base ecosystem](/topic/coins-base-ecosystem), [stocks healthcare](/topic/stocks-healthcare), [faster](/topic/faster), [we will](/topic/we-will), [market makers](/topic/market-makers), [hft](/topic/hft), [elon musk](/topic/elon-musk), [limits](/topic/limits), [prediction](/topic/prediction), [albert](/topic/albert), [stuck in](/topic/stuck-in), [demo](/topic/demo), [$7846t](/topic/$7846t), [linkedin](/topic/linkedin), [rise of](/topic/rise-of)

### Top Social Posts [#](/topic/forward-labs/posts)
---
Top posts by engagements in the last XX hours

*Showing only X posts for non-authenticated requests. Use your API key in requests for full results.*

"Learn what Forward Labs has done differently to escape pilot purgatory and achieve enterprise AI success: #AppliedAI #GenAI"  
[X Link](https://x.com/JohnSnowLabs/status/1978894967276748843) [@JohnSnowLabs](/creator/x/JohnSnowLabs) 2025-10-16T18:45Z 44.6K followers, XXX engagements


"Albert Lie from Forward Labs reveals why so many AI projects get stuck in demo hell and how to get to real-world deployment join now on Stage 3: #AIDeployment #GenAI"  
[X Link](https://x.com/JohnSnowLabs/status/1978892953868218860) [@JohnSnowLabs](/creator/x/JohnSnowLabs) 2025-10-16T18:37Z 44.6K followers, XXX engagements


"BioProtocol via @BioProtocol pushes DeSci forward labs onchain IP tokens trade BioAgents surface theses; proofs land onchain Ignitions: 6.6x oversubscribed 3.3M $BIO committed"  
[X Link](https://x.com/Khaloda201/status/1976555602492166362) [@Khaloda201](/creator/x/Khaloda201) 2025-10-10T07:49Z XXX followers, XX engagements


"gm web3 trading on @LABtrade_ is a contribution. every swap every strategy feeds into the ecosystem and pushes it forward. Labs gives you a terminal built for speed and clarity: no clutter no lag just pure precision. they power it all: boost mode on solana for lightning execution multichain access across eth bnb base tp and sl presets for built-in risk protection a loyalty system turning activity into real rewards the loyalty airdrop was only the beginning. now every trade strengthens the protocol and shapes the future of onchain trading"  
[X Link](https://x.com/Web3joob/status/1972905171039531361) [@Web3joob](/creator/x/Web3joob) 2025-09-30T06:03Z 2413 followers, 1809 engagements

[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

Forward Labs Graphic Forward Labs

Forward Labs sees mixed social sentiment as web3 trading platform gains traction, but user concerns about scams surface. Engagements are down, but mentions are up year over year, indicating a need for caution and further investigation into the negative claims being made on social media platforms like X and LinkedIn.

About Forward Labs

Forward Labs is a company focused on web3 trading and solar energy.

Insights #

  • Forward Labs engagements hit XXX which is XXX% higher than it's daily average.
  • Forward Labs engagements is up XXXXXXXX% from the previous week.

Engagements: XXX #


Engagements Line Chart
Engagements 24-Hour Time-Series Raw Data
Current Value: XXX
Daily Average: XXX
1 Week: XXXXX +2,556%
1 Month: XXXXX +805%
6 Months: XXXXXX +379%
1 Year: XXXXXX -XX%
1-Year High: XXXXXX on 2025-06-19
1-Year Low: X on 2024-11-16

Social Network Reddit X YouTube
Engagements XXX X X

Mentions: XX #


Mentions Line Chart
Mentions 24-Hour Time-Series Raw Data
Current Value: XX
Daily Average: X
1 Month: X -XX%
6 Months: XXX -XX%
1 Year: XXX +169%
1-Year High: XX on 2025-03-21
1-Year Low: X on 2024-10-21

Social Network Reddit X YouTube
Mentions X X X

Creators: XX #


Creators Line Chart
Creators 24-Hour Time-Series Raw Data
XX unique social accounts have posts mentioning Forward Labs in the last XX hours which is up XX% from X in the previous XX hours Daily Average: X
1 Month: X -XX%
6 Months: XX -XX%
1 Year: XXX +148%
1-Year High: XX on 2025-03-21
1-Year Low: X on 2024-10-21

The most influential creators that mention Forward Labs in the last XX hours

Creator Rank Followers Posts Engagements
@mvea X XXXXXXXXXX X XXX
@JohnSnowLabs X XXXXXX X X

View More

Sentiment: XX% #


Sentiment Line Chart
Sentiment 24-Hour Time-Series Raw Data
Current Value: XX%
Daily Average: XX%
1 Month: XX% -XX%
6 Months: XX% -XX%
1 Year: XX% -XX%
1-Year High: XXX% on 2024-10-22
1-Year Low: XX% on 2025-03-15

Most Supportive Themes

  • Web3 Trading Platform: (60%) Positive sentiment around the web3 trading platform and its features.

Most Critical Themes

  • Scam Concerns: (40%) User concerns about scams and untrustworthy individuals associated with Forward Labs.

Network engagement breakdown:

Network Positive % Neutral % Negative %
Reddit XX XX% XXX XX% X X%
X X X% X X% X X%
YouTube X X% X X% X X%
Total XX XX% XXX XX% X X%

Top assets mentioned In the posts about Forward Labs in the last XX hours

Solana (SOL) Swap (XWP) Bio Protocol (BIO) Bio-Rad Laboratories, Inc. Class A Common Stock (BIO)

Top topics mentioned In the posts about Forward Labs in the last XX hours

cloudera, genai, 6969, coins layer 1, web3, solana, $xwp, coins defi, $bio, biorad laboratories inc, coins solana ecosystem, coins base ecosystem, stocks healthcare, faster, we will, market makers, hft, elon musk, limits, prediction, albert, stuck in, demo, $7846t, linkedin, rise of

Top Social Posts #


Top posts by engagements in the last XX hours

Showing only X posts for non-authenticated requests. Use your API key in requests for full results.

"Learn what Forward Labs has done differently to escape pilot purgatory and achieve enterprise AI success: #AppliedAI #GenAI"
X Link @JohnSnowLabs 2025-10-16T18:45Z 44.6K followers, XXX engagements

"Albert Lie from Forward Labs reveals why so many AI projects get stuck in demo hell and how to get to real-world deployment join now on Stage 3: #AIDeployment #GenAI"
X Link @JohnSnowLabs 2025-10-16T18:37Z 44.6K followers, XXX engagements

"BioProtocol via @BioProtocol pushes DeSci forward labs onchain IP tokens trade BioAgents surface theses; proofs land onchain Ignitions: 6.6x oversubscribed 3.3M $BIO committed"
X Link @Khaloda201 2025-10-10T07:49Z XXX followers, XX engagements

"gm web3 trading on @LABtrade_ is a contribution. every swap every strategy feeds into the ecosystem and pushes it forward. Labs gives you a terminal built for speed and clarity: no clutter no lag just pure precision. they power it all: boost mode on solana for lightning execution multichain access across eth bnb base tp and sl presets for built-in risk protection a loyalty system turning activity into real rewards the loyalty airdrop was only the beginning. now every trade strengthens the protocol and shapes the future of onchain trading"
X Link @Web3joob 2025-09-30T06:03Z 2413 followers, 1809 engagements

Forward Labs
/topic/forward-labs