Sysadmins and IT decision-makers have no systematic way to evaluate whether a vendor they depend on is about to get acquired, enshittified, or financially unstable — they find out too late.
Aggregate public financial filings, ownership/M&A signals, employee sentiment (Glassdoor/LinkedIn), support quality trends, and community sentiment into a per-vendor health score with alerts for red flags like acquisitions, founder departures, or revenue declines.
Freemium — free scores for top 50 vendors, paid tier ($29-99/mo) for full database, custom watchlists, and alerts
The pain is real and visceral — the Proxmox thread (950 upvotes) and constant sysadmin chatter about vendor degradation prove it. But it's episodic, not daily. IT managers feel the pain acutely when an acquisition happens or pricing changes, then forget about it. The challenge is keeping users engaged between crises. It's a 'vitamin not painkiller' risk — people agree the problem exists but may not actively monitor for it day-to-day.
TAM is real but niche. ~500K IT managers/CTOs/sysadmins at companies with 50+ employees who manage meaningful vendor relationships in the US alone. At $50/mo average, that's ~$300M theoretical TAM. Realistically serviceable market is much smaller — maybe 20-50K early adopters who actively think about this. Adjacent expansion into procurement teams and VCs doing due diligence could widen it. Not a billion-dollar market at the $29-99/mo price point.
This is the weakest link. Sysadmins love free tools and are notoriously resistant to paying for 'nice to have' monitoring. The people who feel the pain (sysadmins) often don't control budgets. The people who control budgets (CTOs, procurement) already pay for Gartner or TPRM tools. You'd need to prove ROI in avoided switching costs or negotiation leverage. The $29/mo tier might convert hobbyists; the $99/mo tier needs to sell to a budget holder, which means sales cycles.
An MVP is buildable in 4-8 weeks but with significant data quality challenges. Financial filings (SEC EDGAR) and Crunchbase data are accessible. But the hard part — product quality trajectory — requires scraping review sites, monitoring release notes, tracking pricing changes, and sentiment analysis across Reddit/HN/Glassdoor. Each data source has its own API limitations, rate limits, or legal gray areas (Glassdoor ToS, LinkedIn scraping). The 'health score' algorithm itself is the secret sauce and will take real iteration to be trustworthy. MVP with just financial + M&A signals is doable; the full vision is a 6-12 month build.
This is where the idea shines. Existing solutions are either enterprise-priced ($25K-$200K/yr) and ignore product quality, or affordable but just raw data (Crunchbase). Nobody combines financial health + ownership tracking + product quality trajectory + enshittification detection at a price point accessible to IT managers. The 'product quality trajectory' dimension is completely unserved. The gap is genuine and defensible if you nail the scoring algorithm.
Strong subscription fit. Vendor portfolios don't change monthly, so monitoring is inherently ongoing. Alerts and watchlists create habitual checking behavior. The data refreshes continuously. Risk: churn could be high if users set up alerts and then only return when something fires — need to deliver enough ongoing value (weekly digests, quarterly reports, trend analysis) to justify monthly payments even in quiet periods.
- +Genuine unserved gap — no one tracks product quality trajectory or enshittification patterns at any price point
- +Massive price point gap between Crunchbase ($49/mo raw data) and TPRM tools ($25K+/yr) — $29-99/mo is wide open
- +Timely cultural moment — 'enshittification' is mainstream vocabulary, Broadcom/VMware debacle is fresh, PE roll-ups are accelerating
- +Strong community validation — organic demand signals in sysadmin communities without any product existing
- +Natural viral/word-of-mouth distribution — sysadmins share tools in communities, vendor scores are inherently shareable/debatable content
- !Willingness-to-pay gap: the people who feel the pain (sysadmins) rarely control purchasing budgets, creating a disconnect between demand and revenue
- !Data quality and legal risk: scraping Glassdoor, LinkedIn, and review sites operates in legal gray areas; a single API shutdown could break core features
- !Score credibility: if your health score is wrong even once on a high-profile vendor, trust evaporates — the scoring algorithm needs to be defensibly accurate from day one
- !Engagement between crises: users may set up alerts then go dormant, leading to high churn when they realize they haven't opened the dashboard in 3 months
- !Vendor pushback: companies being scored negatively will challenge your methodology, potentially with legal threats — need clear, defensible scoring criteria
Aggregates verified enterprise software reviews and publishes vendor viability assessments via Magic Quadrant reports, including financial health and market trajectory analysis.
Continuous monitoring of vendor cybersecurity posture with A-F letter grades, plus some business risk indicators including financial stability signals.
Commercial credit reports, financial health scores
Unified third-party risk management
Company intelligence platform tracking funding history, M&A activity, leadership changes, employee growth/decline, and financial signals for tech companies.
Start narrow: track the top 50 enterprise infrastructure vendors (VMware, Elastic, HashiCorp, Redis, etc.) that sysadmins actually care about. V1 uses only freely available data — SEC filings, Crunchbase funding/M&A, GitHub commit velocity for open-source components, Reddit/HN sentiment via API, and manual curation of major events. Display a simple 0-100 health score with 3 sub-scores: Financial Stability, Ownership Risk, and Community Sentiment. Add email alerts for score drops > 10 points. Skip Glassdoor/LinkedIn scraping entirely in MVP — too legally risky and complex. Ship as a public website with free scores to build SEO and credibility, gate watchlists and alerts behind a $29/mo signup.
Free public vendor scores for top 50 vendors (SEO + viral growth) → $29/mo Pro tier for custom watchlists, alerts, and full vendor database → $99/mo Team tier for shared dashboards, export, and procurement report generation → $299/mo API tier for integration into procurement workflows → Eventually $5K-$15K/yr enterprise tier with custom scoring models and dedicated coverage of niche vendors
8-12 weeks to MVP with free public scores, 3-4 months to first paying customer. Realistically 6-9 months to validate whether willingness-to-pay is sufficient for sustainability. The free tier will attract users quickly (shareable vendor scores are inherently viral in tech communities), but converting to paid will be the real test.
- “We need a sysadmin vendor enshittometer”
- “Do you consider vendor's financial health when migrating?”
- “Someone should buy them and put a stop to this”
- “someone is going to buy this and make it be a bad product”