AEO / GEO Intelligence Suite by Script Master Labs
Google is losing traffic to ChatGPT, Claude, and Perplexity. SML's AEO Suite tells you which AI assistants are citing your API, how your discoverability score compares, and where the demand is that you're not capturing — all in real time.
Provider Score
0
● INSTITUTIONAL GRADE
example output — not live data
Why this matters now
Developers are asking Claude and ChatGPT "which API should I use for options flow data" — not searching Google. If you're not cited in those answers, you don't exist to that buyer.
Semrush and Ahrefs track Google rank. They have no signal on whether AI assistants are sending developers to your docs. That gap is where SML's AEO suite lives.
AI training cycles reward established, frequently-cited sources. Getting cited now — while the category is forming — compounds into structural discoverability that's hard to dislodge later.
Competitive analysis
Legacy SEO tools track search engines that are losing share. AEO-specific tools charge enterprise rates for the same capability. SML does more for less.
| Capability | Semrush | Ahrefs | Profound / Otterly | SML AEO Suite |
|---|---|---|---|---|
| AI citation authority tracking | — | — | ✓ | ✓ |
| AI agent traffic analytics (AEIN™) | — | — | — | ✓ |
| API narrative quality scanner (P04) | — | — | — | ✓ |
| Unmet demand gap detection | — | — | — | ✓ |
| Provider score / AI PageRank | — | — | — | ✓ |
| MCP tool (call from any AI agent) | — | — | — | ✓ |
| BYOK — use your own LLM key | — | — | — | ✓ |
| Pay-per-query, no contract lock-in | — | — | — | ✓ |
| Google search rank tracking | ✓ | ✓ | — | — |
| Starting price / month | $140 | $129 | $99–$500+ | Freethen $49 |
Pricing
Every plan includes real data — no simulations, no demo mode. Pay monthly or per-query via RLUSD on XRPL.
Bring Your Own Key. The free tier runs on heuristics and lightweight models — no LLM key needed. Signal and Sovereign unlock AI-powered deep analysis: connect your own OpenAI or Anthropic key (or a local Ollama endpoint) and the AEO engines use it directly. Sovereign users get priority LLM routing via the Forge x402 Gateway — a BYOK LLM proxy with embedded x402 billing so AI agents can pay per-call inline, no subscription handshake required.
Scout — Free
$0
forever · no LLM key required
You'll get a score. You won't know why it's that number, what's pulling it down, or what to do about it. That part costs $49.
Signal — Growth
$49
per month · BYOK (OpenAI, Anthropic, or Ollama)
More than you'd expect at this price. Full AI-powered analysis — citations explained, gaps named, narrative rewrites generated. You'll wonder why you waited.
Sovereign — Institutional
$149
per month · or 0.25 RLUSD/report via x402
No caps. No "top 5." No weekly cadence. Everything runs on your schedule, at full depth, routed through the Forge x402 Gateway so your agents pay inline without a handshake.
AI agents: pay 0.25 RLUSD per report via x402 — no subscription needed. BYOK key passed inline. Any MCP client accepted.
How the engine markets itself
Unlike every SaaS that needs a paid ads budget, SML's AEO suite uses its own engines to grow its own reach — autonomously, every day.
Crawls Reddit and Hacker News for posts asking "how do I track AI citations" or "what replaced SEO for APIs." These are your customers, identified in real time.
Scans the platform's own docs and manifests for weak language and vague descriptions that reduce AI citation probability. Rewrites and fixes itself.
Daily probes measure whether Claude, GPT-4o, and Perplexity are recommending SML in response to the exact demand signals found in S1. Closed loop.
Agent economy analytics reveal which AI assistant drives the most free→paid conversions. The loop weights toward the highest-ROI channel automatically.
The compound effect
Most SaaS products need a marketing team to run campaigns, measure results, and iterate. SML's AEO suite is the marketing team — it runs continuously, costs $0 in labor, and improves its own discoverability as a side effect of working for customers.
Every time the Semantic Gap Detector surfaces an unmet demand and AgentRank™ confirms that SML fills it, the product markets itself to exactly the right audience in exactly the right channel — the AI assistant that developer was just asking.
Get started
Free. No account. No API key. Just call the endpoint and see where you stand in the AI discovery layer.