ALLIANT ENERGY CORP

LNT · Nasdaq · Market Cap: —

AI Readiness Score

C
4 of 8 AI communication checkpoints met

AI Readiness Checklist

How well can AI agents find, read, and verify your investor data?

AI Traffic Snapshot

17
Total AI Queries
8
gpt
6
claude
3
perplexity

Full breakdown: query topics, endpoint usage, trend over time, peer comparison

What It Took to Make LNT AI-Ready

AI agents need structured, anchored data to give investors reliable answers about ALLIANT ENERGY CORP. Here's what we invested to prepare it — and what an AI agent gets in return.

What Origin Invested

Current AI Visibility
C+
Data accessible but no discovery link — AI has to find you by accident
SEC EDGAR extraction227 filings indexed
AI profile generation~$0.10 (Claude Sonnet)
IR site scrapingAutomated (Puppeteer)
Transcript extraction1,892 words parsed
Stock quote pipelinenot tracked
Origin chain signingEvery response anchored
Fact extraction10 facts, 23 topic categories

Your IR site made this straightforward. Automated pipeline handled it.

With Origin (same review)

Company identity~200 tokens
Full profile (people, products)~800 tokens
Filing index (227 filings)~500 tokens
Stock quote with provenance~150 tokens
Latest quarter facts~500 tokens
Topic search (cross-company)~300 tokens
Total per review~2,450 tokens
Time to answer2–4 seconds
Cost per query< $0.01
ProvenanceFull chain to SEC.gov

4-5 API calls. Structured JSON. Every response signed. Agent gets exactly what it needs — not a 200-page PDF. Full dataset available: 10 facts from 1 earnings calls, all pre-extracted and ready.

~56x more efficient with Origin.

A standard quarterly review costs ~136K tokens without Origin (finding the IR site, parsing PDFs, extracting data). With Origin: ~2,450 tokens for the same information — structured, signed, verified. Plus access to 10 pre-extracted facts from 1 earnings calls whenever the agent needs deeper analysis. Origin adds the provenance chain and cross-company intelligence that no single IR site can provide.

Per-Query Cost: What AI Agents Actually Pay

An AI agent doesn't fetch everything at once. It asks specific questions. Here's the real per-query cost:

QuestionVia Web SearchVia OriginSavings
"Who is LNT?"10,000–50,000 tokens~200 tokens50–250x
"Latest stock price?"5,000–20,000 tokens~150 tokens33–133x
"Key people and products?"15,000–40,000 tokens~800 tokens19–50x
"What did LNT say about [topic]?"30,000–100,000 tokens~300 tokens100–333x
"Show me SEC filings"8,000–25,000 tokens~500 tokens16–50x

Web search: agent must discover URL, render JavaScript, parse HTML, extract data, hope it's current. Origin: structured JSON, 2-4 seconds, full provenance chain. Full dataset: 10 facts from 1 earnings calls available on demand.

Your AI Communications Strategy

Today, AI agents are the fastest-growing audience for investor data. But most IR sites were built for humans reading in browsers. AI agents need structured, discoverable, verifiable data. Here's your roadmap:

1 Publish a .well-known/ai File

Add a single JSON file at investors.alliantenergy.com/.well-known/ai that tells AI where to find your data. Think of it as robots.txt for AI — instead of telling crawlers what NOT to read, it tells AI agents what TO read and where.

Time to implement: 10 minutes. One JSON file, no code changes.

Preview: Your .well-known/ai file

Copy this JSON to investors.alliantenergy.com/.well-known/ai

{
  "schema_version": "1.0",
  "name": "ALLIANT ENERGY CORP \u2014 Investor Relations",
  "verified_by": "origin.rootz.global",
  "investor_relations": {
    "profile": "https://origin.rootz.global/api/company/LNT",
    "filings": "https://origin.rootz.global/api/company/LNT/filings",
    "quotes": "https://origin.rootz.global/api/company/LNT/quote",
    "transcripts": "https://origin.rootz.global/api/company/LNT/transcripts",
    "signals": "https://origin.rootz.global/api/signals?ticker=LNT",
    "static_page": "https://origin.rootz.global/static/company/LNT.html"
  },
  "provenance": "All data carries an origin leaf: sha256(content + parent + timestamp). Chain traces to SEC.gov PEM signatures.",
  "contact": "discover@rootz.global"
}

This tells every AI agent: "The company itself says to get investor data from Origin." One file, instant AI visibility.

2 Structure Your Key Documents

AI agents struggle with PDFs, webcasts, and JavaScript-rendered pages. The highest-impact change: publish machine-readable versions of your most-requested content.

DocumentCurrent FormatAI-Ready Format
Company overviewHTML (often JS-rendered)Markdown file or FAQ JSON — AI reads these natively
Earnings transcriptsPDFMarkdown + JSON with speaker tags and key metrics
Business descriptionBuried in 10-K PDFStandalone MD file updated quarterly
FAQHTML accordion (often invisible to AI)JSON-LD FAQ schema — search engines already support this
Press releasesHTML (varies by platform)Structured with date, type, headline, summary fields

Why Markdown? Every major AI model reads Markdown natively. It's the universal language of AI communication. A business-description.md on your IR site is instantly consumable by Claude, GPT, Gemini, Grok — no parsing needed.

3 Anchor Your Origin IR for AI Program

AI agents are already citing your company data. The question is whether that data has a verifiable chain back to you. Origin anchoring binds your investor data to your corporate identity — so every fact carries proof of where it came from.

Data with origin is more trustworthy than data without origin. When an AI reads your anchored data, it knows the chain is real — and it carries that chain forward to everyone who reads its output.

Join our IR for AI program — we handle the setup.

4 Monitor Your AI Presence IR for AI Program

Once your data is anchored with origin, you need to see who's reading it. Program members get:

No other service provides AI traffic analytics for investor relations. This data doesn't exist anywhere else.

Join our IR for AI program

5 Continuous AI-Readiness IR for AI Program

Program members get guaranteed scanning, capture, and origin anchoring:

Join our IR for AI program

Current IR Site Assessment

PropertyFinding
IR Domaininvestors.alliantenergy.com
AI Accessibilityeasy — Transcript PDFs directly on IR page
Transcripts✓ PDFs found
Press Releases✓ Found (8)
IR PlatformUnknown
Last Scanned2026-04-13 07:15:43

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What's Already Live

No signup needed — your data is already partially accessible via the Origin API:

DataStatusLink
Company identity SEC-verifiedView JSON
AI profile ExtractedView JSON
SEC filings 227 indexedView JSON
Stock quoteNot tracked
Transcripts 1 callsView JSON
Earnings calendarNext: 2026-09-14View JSON