RADAR · Live launch read
View and engagement growth track together (organic signature).
Announcing the beta release of the Pi API. We’ve partnered with companies across diverse industries to adapt our models to their robots and applications, from harvesting strawberries to assembling ser
The launch post by @physical_int
375K
Reach
views on the post
2.0K
Likes
578
Reposts
484
Replies
261
Quote posts
223 swept
71
Health score
0 to 100
B
Read
Largely organic
Posted Tue at 21:00 UTC.
As monitored on Fri, 16 Oct 2026 21:02:13 UTC · methodology radar-forensics-v1
The read
Five component reads and a six-axis profile, each published by the RADAR feed for this launch and shown here exactly as the feed sent them. Every component is a signature of how reach was built from public signals: velocity, engagement coherence, amplification pattern, timing and the account behind the post. A component without data says so in words rather than guessing, and the read never rises above what the sample supports.
View-velocity signature
supports-organicMediumWhether the view curve grew like organic spread or an injected burst.
Engagement coupling
supports-organicMediumWhether likes, replies and reposts grew in step with views, the organic tell.
Reply-network authenticity
supports-organicMediumWhether the engaging accounts are real and distributed, not a coordinated pod.
Amplifier-cluster pattern
neutralMonitoringNo data yetWhether the quote-repost amplification reads as word of mouth or a known cluster.
Smart-follower activation
neutralMonitoringNo data yetWhether genuinely influential reference accounts engaged with the launch.
Profile, 0 to 100
| Measure | Value | Source |
|---|---|---|
| Reach (views) | 375,266 | anchor post, peak cumulative views |
| Launch Health Score | 71 | RADAR feed, 0 to 100 |
| Authenticity read | B, Medium confidence | RADAR feed |
| Likes | 2,039 | anchor post |
| Reposts | 578 | anchor post |
| Replies | 484 | anchor post |
| Quote posts | 261 | anchor post |
| Quote posts discovered | 223 | RADAR sweep |
| Views from quote posts | 347,880 | RADAR sweep |
| 24h reach momentum | +27,919 | RADAR reach series |
| As monitored on | 2026-10-16 | RADAR rollup |
Independent, methodology-derived signal, not a statement of fact about any person. RADAR reads how reach was built, a signature, not an accusation. See the methodology.
Trajectory
Every series here is the RADAR rollup's own snapshot data for this post, plotted as sent, with the windows counted in hours after the post went up. Reach over time shows the cumulative views the rollup recorded at each check, engagement over time shows likes, reposts and replies on the same clock, and the wave shows what arrived in each window. A line that stops early means monitoring ended there, not that the launch did.
As of Fri, 16 Oct 2026 21:02:13 UTC
Cumulative views across 48 snapshots, 20.6K at the first reading and 375K at the last. Sampled at the rollup's own cadence.
As of Fri, 16 Oct 2026 21:02:13 UTC
Views gainedLikes gained
Views and likes gained inside each window after the post. 5,628 likes arrived across the observed windows, at about 106 views per like overall.
As of Fri, 16 Oct 2026 21:02:13 UTC
Reach arriving in each window after the post, 354,717 views across the observed windows. monitoring began ~1.1h after launch; 0-1h window is unobserved
As of Fri, 16 Oct 2026 21:02:13 UTC
Quote posts of this launch carried 348K views of their own, beside the 375K on the post itself, across 223 quote posts RADAR swept.
Around the launch
The physical_int launch post by @physical_int reached 375K views and carries a Launch Health Score of 71. Its RADAR read is B, largely organic: view and engagement growth track together (organic signature). The product and the launch are real; the read describes how the reach was built, from public signals, under the published method.
What RADAR is not saying: nothing here is a statement about the company, the founder or the product's quality. Paying for distribution is legal and common. A read is a methodology-derived signal about reach, re-checked over time, and it changes when the numbers do.
Same category
The launches below sit in the same corpus and carry the same kind of read, ranked by reach, so the physical_int numbers above have a like-for-like comparison beside them. Each row shows the live reach, the health score and the grade the feed published for it; open one to see its own components, trajectory and brand layer laid out the same way.
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A launch page is one read in a corpus that RADAR keeps re-checking, and the paths below lead to the rest of it: the board filtered to this category, the launches monitoring right now, the dated pulse of reads as they change, the aggregate report, and the method every number here was produced by. RADAR is run by FORKOFF, the outcome-priced AI marketing agency founded by Kartik Chugh, whose viral launch and clipping work is what these reads inform.
Authorship
Kshitij JK
Founder, FORKOFF
Last reviewed:
RADAR grows out of running managed distribution at the scale where earned and bought reach become a measured signal. Read the method, or talk to a strategist about a launch built to a view tier organically.
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ReadAround the launch
Nobody on Reddit has named physical_int in a recent post. A launch with no community thread is a gap, not a verdict.
Moves it: Reddit marketing
Not enough dated mentions to draw a line yet. Creator voices are what shift this curve once it exists.
Moves it: KOL marketing
No engine read for physical_int right now. It fills in on the next weekly refresh.
Moves it: AI search (AEO)
Moves it: X growth
