Prove your niche AI edge before enterprises consolidate
Enterprise-focused AI startups risk being sidelined as large companies consolidate AI budgets to fewer winning vendors in 2026.
SpecAIEdge generates data-driven 'Why Us' scorecards comparing your specialized AI to generalist giants on enterprise criteria like cost, compliance, and customization. Enterprises import their vendor shortlists for instant specialist recommendations. AI startups get shareable microsites to embed in proposals.
Founders and executives of early-to-mid stage AI startups targeting enterprise customers
Interactive scorecards with real-time enterprise vendor benchmarking
edgy
Build customizable comparison scorecards vs big vendors
Pull live data on OpenAI/Anthropic pricing/performance
One-click shareable landing pages for your edge
Upload shortlists for specialist suggestions
Track views/conversions on shared microsites
Auto-compare SOC2/GDPR readiness
Add your unique KPIs to scorecards
Test scorecard variants
Notify on microsite interactions
Embed scorecards in your app
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| role | text | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| metrics_json | text | No |
| microsite_url | text | Yes |
| views | int | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| vendor | text | No |
| data_json | text | No |
| updated_at | timestamp | No |
Relationships:
/api/scorecardsCreate scorecard
/api/benchmarks/:vendorFetch vendor data
/api/microsites/:id/analyticsGet view stats
/api/recommendationsSuggest specialists from shortlist
No analytics
1 domain
None
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 90 | 4% | $162 | $1,944 |
| Month 6 | 700 | 9% | $2,835 | $34,020 |
SpecAIEdge scorecards show enterprises why your niche AI crushes giants.
Target AI startups via Product Hunt comments on similar tools. Cold outreach to 30 on Hunter.io from YC AI batch. Offer free enterprise-side access to execs at targets.
Reviews
Crowded, not customizable scorecards
Tailored AI comparisons, microsites
RFI tools
Not AI-focused
Benchmarking + niche positioning
Curated vendor benchmark data moat + viral microsite sharing
Enterprises finalizing 2026 stacks, seeking cost-effective specialists
Benchmark data staleness
Automated scrapers + manual checks
Enterprises ignore specialists
Dual-side marketplace
High OpenAI costs
Caching + tiered usage
Success: 50 signups
Success: 10 shares
Success: 300 users
Success: $1k MRR
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