How the AdLily Engine Works

Every citation gap we find. Every fix we ship.

This is the same engine running behind your dashboard: citation tracking, schema deployment, share of voice, and search intelligence. Here's how each piece works before you get on a call.

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Citation Tracking

Your citation rate, tracked daily.

We run your buyer queries across ChatGPT, Perplexity, Gemini, and Google AI Overviews every week, and log exactly what changed and why.

Sample brand shown below — your data appears here after setup.

Overall

71%

+37pp

ChatGPT

80%

+28pp

Perplexity

65%

+31pp

Google AIO

90%

+41pp

AI Activity

Schema deployed

2h ago

FAQ markup added

5h ago

Content brief ready

Yesterday

Schema Engine

The structured data AI engines trust.

Without schema, AI engines have to guess what your product is. With it, they don't have to.

Before

No Organization schema
No FAQPage markup
No SoftwareApplication data

AI engines infer what your product is from unstructured page text, and frequently get it wrong or skip citing you entirely.

After — deployed by AdLily

{
  "@context": "https://schema.org",
  "@type": "SoftwareApplication",
  "name": "Your Product",
  "applicationCategory": "BusinessApplication",
  "offers": {
    "@type": "Offer",
    "price": "0",
    "priceCurrency": "USD"
  },
  "aggregateRating": {
    "@type": "AggregateRating",
    "ratingValue": "4.7",
    "reviewCount": "312"
  }
}
Machine-readable, ready for AI parsing

FAQPage

Marks up Q&A content for direct extraction.

Organization

Establishes your brand entity in the AI knowledge graph.

SoftwareApplication

Product data for feature and pricing pages.

AI Share of Voice

Who does AI recommend
in your category?

We track citation share across every AI platform. See exactly where your competitors are winning, and what it takes to change the answer.

Example query: “best project management software for remote teams”
ChatGPTCitation share
Competitor A
38%
Competitor B
24%
▶ Your Brand
12%
PerplexityCitation share
Competitor A
31%
▶ Your Brand
18%
Competitor C
12%
Google AIOCitation share
▶ Your Brand
62%
Competitor A
22%
Competitor C
8%
GeminiCitation share
Competitor A
34%
Competitor B
20%
▶ Your Brand
8%

This is what a citation gap looks like: visible on one platform, invisible on three.

We'll show you your real numbers on a strategy call.

See Your Share of Voice
Search Intelligence

Uncover the AI conversations
driving your category.

Every topic your buyers discuss with AI, tracked by platform, volume, and whether your brand gets cited.

B2B CRM with AI

AI query volume by platform · Last 30 days

ChatGPT
4.2k/mo
Perplexity
2.1k/mo
Google AIO
1.8k/mo

Your brand is being cited for this topic.

Keep optimizing — citation rates can still improve on each platform.

Query volume growing +28% month-over-month on AI platforms

Work With AdLily

Tell us about your product

We'll show you exactly where you're invisible on AI, and what it takes to fix it.

What to Expect on the Call

Citation Audit Walkthrough

Where you're cited today, and where you're invisible.

Competitor Gap Analysis

Who AI recommends instead of you, and why.

Engagement Plan

What we'd fix first, and what it takes.

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