Cost and usage analytics dashboard for proxy infrastructure, helping engineering teams optimize spending and identify waste; billed per seat. · Developer Cost Analytics
STOP · SKIP
4.6 ShipScore / 10
Time-leverage decent; entry weakest — a cloneable dashboard sitting on vendor APIs.
Condition: Only revisit if 5+ teams show real multi-vendor proxy spend they can't reconcile and pay for a pilot.
Part I — The Verdict what the instruments read
§1 — The ShipScore breakdown
Control
5
Entry barriers
3
Need
4
Time-freedom
7
Scale
4
What the five commandments measure
C — Control
Do you own the customer, or does a gatekeeper (an app store, an algorithm, one platform) stand between you and revenue? High = you hold the keys.
E — Entry
How hard is this to copy? High barriers protect you once in — but a well-loved incumbent means breaking in is expensive, and scores this low.
N — Need
Is demand proven with money, not vibes — verified rival revenue, funding, exit multiples, complaint volume? No market evidence caps this at 5.
T — Time
Can income detach from your hours? High = earns while you sleep; low = you bought yourself a job.
S — Scale
How far does it reach without linear cost? High = software margins to thousands of customers; low = growth means headcount.
ShipScore = the mean of the five, scored by Opus 5 on the evidence below — the same rubric for every idea, including the ones we generate ourselves. Inspired by MJ DeMarco's CENTS framework. Full rubric →
§2 — The pace test — $1M/yr
At $49/mo (assumed category price), you need 1,701 subscribers for a $1M/yr pace.
A rival's moat trend is its verified-revenue trajectory, not its rating — a 4.9★ incumbent with eroding revenue is a different opponent than a widening one. How it's computed →
Peekaboo — Verified $43k MRR in the adjacent analytics slot — already proven and further along than a cold start.
Visby — 166 reviews at 5.0★ on AppSumo means distribution plus goodwill you'd have to outspend.
Proxy vendors' own dashboards — Bright Data/Oxylabs-class providers ship usage and cost views free with the service, killing willingness to pay.
§4 — Demand evidence
No Reddit or forum demand signal found for proxy cost/usage analytics keywords — the core need is unproven.
No funded companies tracked in or near the space, so no investor or acquirer validation of the category.
Only two similar products tracked; Peekaboo's $43k MRR is the single revenue datapoint and its overlap with proxy-specific cost analytics is unverified.
Evidence is genuinely thin: no observed spend, complaint volume, or churn data for this exact wedge.
§5 — Risks
Buyer count is tiny — scraping/proxy-heavy engineering teams are a narrow slice of a narrow market.
Per-seat pricing misfits the buyer: usually one or two infra engineers own proxy spend, capping ACV.
Value is entirely derivative of vendor APIs; each provider rate-limit or schema change breaks ingestion.
Proxy vendors can add cost breakdowns natively at zero marginal cost and erase the product overnight.
§6 — Kill switches — what kills this with one decision
Proxy provider usage/billing APIs (Bright Data, Oxylabs, Smartproxy et al.) — Any one deprecating or gating billing endpoints removes the data feed the dashboard exists to display.
Provider-native cost analytics — A single vendor release of free spend breakdowns removes the reason to buy a third-party layer.
Provider ToS on scraping/reselling account data — A clause banning third-party aggregation of account usage makes the integration contractually unusable.
Divergence available · Seeing the cracks? Spin the model — variations of this idea engineered to beat 4.6.
Part III — The Plan if you insist on proceeding
§7 — What this scan can't tell you
Cannot verify whether Peekaboo or Visby actually serve proxy-infrastructure buyers or a different analytics niche.
Cannot size how many teams spend enough on proxies (> $5k/mo) to justify an optimization tool.
Cannot tell whether the major proxy vendors expose stable, documented billing APIs at all.
Scores judge the market and business model — not your ability to execute. Verified MRR = independently tracked revenue; reviews/upvotes = platform-reported. Judged 2026-08-03.
§8 — The wedge & the next step
Multi-vendor proxy spend reconciliation with per-target cost attribution — the one view no single provider will ever build.
Cheapest next step: DM 15 engineers in scraping/data-collection communities asking what they paid for proxies last month and how they track it; offer a $200 paid teardown.
Not quite it? Spin the model
Business-model variations of this idea, engineered to beat 4.6 — different vertical, audience, model, or wedge. Same harsh scale.
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