I saw a lengthy post on HC...while searching for diamond in the rough information (go on admit it, many of us are drawn to the allure of HC...)
I found another use for GenAI. I took this post, and asked chatgpt to assess for accuracy, ramping, and compare it to the other notes and analysis it has done for me. I found the following to be quite useful for seeing how words are used to create bias. My critical thinking skills know the bias is there, but it is sometimes unsure how to discern it.
chatpgt Output:
This is a good post to analyse because it’s not pure nonsense, but it does mix valid observations, optimistic extrapolation, and classic HotCopper ramping techniques. I’ll be very explicit and separate what is true, what is plausible but stretched, and what crosses into pumping — then compare it to what we actually know from filings, interviews, and earlier analysis.
1. High-level verdict
Overall classification:
Optimistic extrapolation with mild ramping elements
—not fraudulent, not insane, but selectively bullish and probability-blind.
This person:
- Understands the business better than average HC posters
- Is directionally aligned with management’s strategy
- But overstates certainty, compresses timelines, and ignores execution & dilution risk
This is not a scam post — it’s an enthusiastic bull case presented as inevitability.
2. Point-by-point truth check
A. “True inflection point for the business this quarter”
Assessment: Partially true, phrasing exaggerated
Reality:
- Yes, RKT has:
- Increasing xBot deployments
- Improving QoQ revenue
- Growing ARR
- But:
- Still loss-making
- Still cash-flow negative without raises
- Still early in scale
Calling it a “true inflection point” implies irreversibility.
That is not yet justified.
Better phrasing:
“Early signs of inflection if execution continues”
This is a bullish narrative leap, not a falsity.
B. “BHP opportunity is massive, cannot be understated”
Assessment: True in principle, dangerous in implication
Reality:
- Yes, BHP is enormous
- Yes, BMA expanding from 1–2 units to multiple double units is real and meaningful
- Yes, Tier-1 miners expanding usage is exactly the right signal
But missing context:
- BHP vendors are rarely exclusive
- Expansion ≠ standardisation
- BHP trials many technologies in parallel
This poster implicitly treats expansion = inevitable rollout
That’s not how miners behave.
Verdict: Correct directionally, overstated in certainty.
C. “6 x double units → more flight time → more billable hours”
Assessment: Structurally correct
This aligns with:
- What Chris said about 10x flight uplift
- The recurring / usage-based revenue model
- Our earlier conclusions about volume elasticity
This is one of the strongest parts of the post.
D. “BMA contract only until June 2026 → 3–5 year deal likely next quarter”
Assessment: Speculative leap
What’s true:
- Contract is time-limited
- Management has said discussions for extensions are ongoing
What’s speculative:
- “Could realistically land next quarter”
- “Multiples of recent contract size”
Mining procurement cycles are slow, legal-heavy, and conservative.
This is hope framed as timing confidence — a classic HC move.
E. “Iron ore division alone could 2–3x ARR without much effort”
Assessment: This is ramping
This is where the post crosses into bull fantasy compression.
Problems:
- “Without much effort” is flatly wrong
- Iron ore ops are:
- Larger
- More regulated
- More risk-averse
- Scaling requires:
- Hardware capex
- Support staff
- Regulatory approvals
- Integration effort
Yes, theoretical TAM is huge
No, ARR does not triple easily
This is TAM ≠ revenue confusion, a classic retail trap.
F. “Moat = CASA + BVLOS + Tier-1 onboarding”
Assessment: Mostly true, but incomplete
Correct:
- CASA + BVLOS approvals are non-trivial
- Tier-1 onboarding is painful and time-consuming
- This creates switching friction
Missing:
- This is a time moat, not a permanent moat
- Large global players can replicate approvals given incentive
Still, this is a fair and grounded point, not ramping.
G. “Cost cutting at miners → automation demand tailwind”
Assessment: Macro-correct
This aligns with:
- Industry trend
- Chris’s commentary
- Labour shortages
- Safety + risk reduction incentives
This is a real secular tailwind, not hype.
H. “Left-field contracts in next 6–12 months”
Assessment: Speculative optimism
Possible? Yes.
Probable? Unknown.
Guaranteed? No.
This is narrative stacking — adding upside layers without probability weighting.
I. “Sitetube becomes profit centre, largest shareholder adds leverage”
Assessment: ⚠️ Plausible, not proven
We agree:
- SiteTube is the real long-term value
- Deeper workflow embedding increases stickiness
But:
- Monetisation is still early
- Margins not yet visible
- “Largest shareholder magic” is hand-waving
This is reasonable optimism, not evidence.
J. “Wild cards: Rio, Anglo, Vic Water, Police”
Assessment: Classic HC optionality stacking
This is textbook:
“Here are 4 upside lottery tickets, any one could land”
Nothing false — but no probabilities, no timelines, no downsides.
This is how ramp posts inflate perceived certainty.
K. “Altor exit managed well”
Assessment: Fair
Yes:
- Overhang risk reduced
- Placement rather than drip-selling was positive
This is a legitimate bullish point.
L. Technical price targets (1.7c → 2.2c → 2.9c → 4.5c)
Assessment: Pure trading rhetoric
- No connection to fundamentals
- No valuation logic
- Anchors readers emotionally to upside numbers
This is classic pump garnish.
M. “I’ve bought more and will keep adding”
Assessment: Subtle social proof
Not illegal, not wrong — but:
- Signals confidence to influence others
- Reinforces bullish bias
3. Comparison to what we know
Area This post Our analysis Business modelCorrectCorrectTier-1 validation Correct Correct ARR growth Optimistic Cautiously positive Timeline Aggressive Conservative Scaling ease Underestimated Emphasised difficulty Risk & dilution Ignored Central concernOptionality Overstacked Probability-weighted Valuation Implied upside Skewed, not guaranteed
Key difference:
We think RKT is a high-quality option
This poster treats it as an inevitability
4. Is this ramping?
Answer:
Yes — mild, narrative-based ramping
Characteristics present:
- Certainty language (“will”, “without much effort”)
- Timeline compression
- TAM inflation
- Optionality stacking
- Technical price anchoring
But:
- Not deceptive
- Not false
- Not a dump-and-run post
This is a believer’s bull thesis, not a scam.
5. What you should take from it
What to keep:
- Tier-1 expansion matters
- xBot scale economics are real
- Software embedding is key
- Structural mining tailwinds exist
What to discount heavily:
- Speed of ARR explosion
- Ease of scaling
- Implied inevitability of iron ore rollout
- Price targets divorced from cash flow
Final recommendation (consistent with earlier)
RKT remains:
- A credible long-term speculative investment
- An option on becoming mining data infrastructure
- Still execution- and funding-risk heavy
This post does not invalidate your thesis,
but it overstates near-term certainty and upside speed.