Features — AEONiti AEO platform

FEATURE 01 / 08 LIVE

AEO Visibility Score, per LLM.

Three numbers, refreshed weekly. Claude Haiku 3.5, GPT-4o-mini, Perplexity Sonar. Each is the percentage of tracked prompts in your industry vertical where the AI mentions your brand. Trends over 12 weeks. Benchmarked against the median of all customers in your vertical (as the corpus grows).

Built on: 1,000 industry queries × 3 LLM providers, refreshed weekly via real Anthropic / OpenAI / Perplexity API calls.

linear.app · this week +12 pts

Claude Haiku 3.568%

GPT-4o-mini54%

Perplexity Sonar82%

Vertical median: 41%. You're in the top quartile.

FEATURE 02 / 08 COMING · WK 4

Citation Graph.

The directed graph of which third-party sites the LLMs cite when answering questions in your category. Yours glows if you're in it. Grey nodes are influence hubs you should target for backlinks or guest posts. Filter by LLM, by query type, by vertical.

Built on: real-time extraction of cited URLs, stored in a Postgres adjacency-list, rendered as a D3 force-directed graph.

247 cited sources · 12 weeks 7 high-value targets

FEATURE 03 / 08 COMING · WK 3

SERP Rank Tracking.

Daily ranking checks per keyword × locale × device. Mobile vs desktop split. SERP-feature presence (AI Overview, featured snippet, local pack, People Also Ask). Share-of-voice across up to 20 competitors.

Built on: Firecrawl /search API for Google fetching. We pay them ~$0.003 per query and pass the savings to you.

Keyword tracker · 5 of 200 US · desktop

aeo tools3↑2AIO ✓
chatgpt visibility7↑1—
ai search tracker4↑5PAA ✓
profound alternative2↑3AIO ✓
track brand in ai11↓2—

FEATURE 04 / 08 COMING · WK 4

Hallucination Detection.

When an LLM mentions your brand in an answer but the brand doesn't appear in any of its cited URLs — that's a hallucination. We flag it. You'll know which queries trigger fake confidence and can use that as a counter-signal in PR.

Built on: cross-reference between brand_mentions and citations tables. Flagged with is_hallucination boolean per prompt run.

Detected this week 3 flags

"Best AEO tool with $1k/mo budget"

GPT-4o · mentioned linear.app, cited 0 sources matching

"Linear vs Asana for AEO"

Claude · attributed quote with no source

"Linear pricing 2026"

Perplexity · stale price stated as current

FEATURE 05 / 08 LIVE

Content Recommendations, with reasoning.

We don't just say "add schema." We say: "Your top blog post has no FAQPage schema. AI assistants pull FAQ-formatted answers 4.7× more often than plain prose. Adding 5 well-formed Q&A pairs is the highest-ROI change for that page."

Built on: Anthropic Claude Sonnet analysis of your scraped homepage plus top-ranking pages, against a checklist of AEO signals.

Recommendations · 12 open 3 critical

Add FAQPage schema to /docs

+18 pts est. · 4.7× extraction lift

Publish llms.txt at root

+12 pts est. · 48h Perplexity pickup

Cite 2 primary sources in /pricing

+6 pts est. · authority signal

FEATURE 06 / 08 COMING · WK 4

Google AI Overview Tracking.

Per keyword, per day: was an AI Overview shown? Did your brand appear in it? Did a competitor? List of cited URLs in the AIO block. Trend over time.

Built on: Firecrawl /search response parsing. The raw HTML hash is stored so we can dedupe and prove a real change.

"aeo tools" · last 14d AIO won 9/14

 Apr 22May 06 

brand in AIO not in AIO

FEATURE 07 / 08 COMING · WK 5

White-label PDF reports.

Branded with your agency logo, primary color, and subdomain. Email-ready as a PDF. Send weekly digests to your clients without them ever seeing our brand.

Built on: HTML template rendered to PDF via wkhtmltopdf in a sidecar container. No third-party SaaS dependency.

ACME Agency

Weekly Digest · W19

Linear.app — AEO Performance

May 06, 2026 · prepared for engineering@linear.app

CLAUDE

68%

GPT-4O

54%

PPLX

82%

 your-agency.aeoniti.comyour colors · your logo 

FEATURE 08 / 08 COMING · WK 5–6

REST API + Webhooks.

Every dashboard metric is also a JSON endpoint. Per-key scopes (read, write). Per-key rate limits. One-click revoke that takes effect within 60 seconds globally. Webhook on rank-drop, top-3 entry, AEO-score-drop, AIO-won, AIO-lost.

Built on: Axum REST handlers; HMAC-signed webhook delivery with automatic retry and dead-letter logging.

api / v1 / aeo-score (sample shape) in design

$ curl -H "X-Api-Key: ak_live_..." \
  https://api.aeoniti.com/v1/aeo-score?domain=linear.app

{
  "domain": "linear.app",
  "scores": {
    "claude":     0.68,
    "gpt4o_mini": 0.54,
    "perplexity": 0.82
  },
  "delta_7d": +0.12,
  "rank_pct_in_vertical": 78
}

Everything we ship. Every. Single. Feature.