System dashboard

The whole engine, on one page.

Build-time snapshot of every layer: verified deal data, live-search budget burn, rising demand signals, AI-answer audit results and freshness events. Static file, zero backend — this page is itself part of the demo.

30
providers
28
verified offers
70
priced models
60
scored routes (6 ranked)
74
cached searches (free forever)

SerpApi budget guard — per-feature burn

Every search goes through a hard-cap guard: dark by default, cached forever after first fetch, evictions are the only deliberate spend. Snapshot: month 77/110 (70%), day 74/80.

featureroleburn (month)budget bar
answers.prefetch answer fuel 12/15
news.sweep freshness trigger 16/20
radar.autocomplete demand radar 1/12
radar.trends trend radar 1/4
audit.aioverview AI answer audit 16/30
enrich.faq FAQ blocks 12/12
enrich.kg KG panels 16/18
wire.forums 0/4

Radar — rising in search

4 actionable signals · generated 2026-08-26
<div style="display:flex;justify-content:space-between;padding:5px 0;border-top:1px solid var(--border);font-size:12.5px"> <span>deepseek v4 release</span> <span style="color:var(--text-dim);white-space:nowrap">12.05 · monitor</span> </div> <div style="display:flex;justify-content:space-between;padding:5px 0;border-top:1px solid var(--border);font-size:12.5px"> <span>cursor free alternative</span> <span style="color:var(--text-dim);white-space:nowrap">3.06 · monitor</span> </div> <div style="display:flex;justify-content:space-between;padding:5px 0;border-top:1px solid var(--border);font-size:12.5px"> <span>cursor pricing</span> <span style="color:var(--text-dim);white-space:nowrap">2.95 · monitor</span> </div> <div style="display:flex;justify-content:space-between;padding:5px 0;border-top:1px solid var(--border);font-size:12.5px"> <span>is cursor down</span> <span style="color:var(--text-dim);white-space:nowrap">2.48 · monitor</span> </div>

AI answer audit

5/7
auditable
14%
official citations cited by AI
Verdicts: CONTAINS_ERRORS×4 · NOT_AUDITABLE×2 · MOSTLY_ACCURATE×1
open scorecards →

Deal Wire — community finds

reddit/forums → validated by our gates before publishing
<em style="color:var(--text-dim);font-size:12px">wire quiet</em>

Freshness signals (latest)

<div style="padding:5px 0;border-top:1px solid var(--border);font-size:12px"> <span style="color:var(--accent)">Mistral AI</span> — The Zero-Cost AI Stack for Developers in 2026 <div style="font-size:10.5px;color:var(--text-dim)">2026-06-24 07:00 UTC</div> </div> <div style="padding:5px 0;border-top:1px solid var(--border);font-size:12px"> <span style="color:var(--accent)">Mistral AI</span> — Mistral Medium 3.5 vs Llama 4 Maverick vs GPT-5.6 Luna: $6.30 Ga <div style="font-size:10.5px;color:var(--text-dim)">2026-08-25 00:39 UTC</div> </div> <div style="padding:5px 0;border-top:1px solid var(--border);font-size:12px"> <span style="color:var(--accent)">Mistral AI</span> — Mistral AI vs ChatGPT vs Claude: EU Hosting, $0.50 Gap [2026] <div style="font-size:10.5px;color:var(--text-dim)">2026-08-24 21:30 UTC</div> </div> <div style="padding:5px 0;border-top:1px solid var(--border);font-size:12px"> <span style="color:var(--accent)">GitHub</span> — DeepSeek Harness launches as open source rival to Claude Code, a <div style="font-size:10.5px;color:var(--text-dim)">2026-08-13 07:00 UTC</div> </div> <div style="padding:5px 0;border-top:1px solid var(--border);font-size:12px"> <span style="color:var(--accent)">GitHub</span> — GitHub is making Copilot costs harder for founders to ignore <div style="font-size:10.5px;color:var(--text-dim)">2026-05-30 07:00 UTC</div> </div>

Economics of this system

$0.00/mo infra
static site + edge cache, no backend, no runtime keys
<$1 total search spend
entire live-intelligence layer, on a free plan
Built once at deploy time from git-versioned artifacts: crawl ledger, guard budget ledger, radar JSON, audit scorecards, news event log. No backend, no runtime API keys, no marginal cost per reader. Total SerpApi spend for the entire system so far: 77 searches — every one of them archived and reusable forever.