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“Sold 87 AI receptionists for $4.97/month each in 30 days, generating $43,000 in recurring revenue.”

Connor Cahill View the source ↗ Scored 2026-07-27 Engine 3.1 · prices 2026-07-20
0/100
Debunked

3 of 6 axes hold. 1 fails outright — and a hard fail ends it, however well the rest scores.

Hard fail · self-consistency

claim's own math is inconsistent: 87 units x $4.97 = $432, but $43,000 claimed (99x apart).

The arithmetic

The claim contradicts itself.

Self-consistency · failed

claim's own math is inconsistent: 87 units x $4.97 = $432, but $43,000 claimed (99x apart). No outside benchmark is needed to see it — the claim’s own two numbers disagree.

87 × $4.97$432.39
Claimed$43,000
Off by99×

Six axes · 72 of 115 points, then the hard fail

Temporal Possibility

Can the output fit the claimed window, and does the platform pay out in time?

20/20

The working

87 x ai_receptionist @ 120min = 174h needed; 30d x 16h = 480h available
In human terms

174 hours is 4.3 full-time work weeks (22 working days). That is 5.8 h/day for 30 days straight, a second job on top of a full-time one. The 480 h “available” figure is a physical ceiling (16-hour days, no days off), not a reasonable schedule.

Workload Cost

What the claimed output actually costs to produce at current prices.

25/25

The working

unit kind 'ai_receptionist' has no generation cost table; assuming $0 generation
87 units x $0.00 = $0.00 total generation cost
generation cost is 0% of claimed revenue

Stack Completeness

The full bill — named tools plus requirements the claim didn't mention.

3/15

The working

voice_ai_platform: $30.0/mo (default)
phone_number_provisioning: $30.0/mo (default)
crm_or_scheduler: $30.0/mo (default)
cold_outreach_tooling: $30.0/mo (default)
stack total $120/mo across 0 named + 4 unstated

Price Realism HARD FAIL

Claimed per-unit price against the real market benchmark band.

0/20

The working

benchmark ai_receptionist_per_unit: $99-$500
HARD FAIL: price 19.9x outside band (limit 10x)

Net Margin

Whether profit survives generation, tools, and time at market wage.

20/20

The working

time cost: 87 x 120min @ $30/h = $5220
net: $43000 - (gen $0 + stack $120 + time $5220) = $37660 (88%)

Replicability

Could a normal person with ~$500 replicate this, or does it need rare skill, an audience, or heavy capital?

4/15

The working

4 undisclosed requirement(s) raise the barrier (-6.0)
'ai_receptionist' depends on landing clients — needs sales skill/network (-5)
TIMEWORKLOADSTACKPRICEMARGINREPLIC
Six axes plotted against their maximum. Every point is the published score for that axis — the picture and the rows are the same numbers.

Extracted by manual-audit · scoring 3.1 · prices 2026-07-20. Scoring is deterministic: the same inputs reproduce this score, and every price is dated and sourced in the methodology. A hard fail overrides the total.

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