Answer Engine Analytics

Understand how AI search engines discover, interpret, and recommend your content to users

Track your visibility across ChatGPT, Perplexity, Gemini, and more. Monitor how AI platforms mention, rank, and recommend your brand in real time.

Rankly Dashboard - Answer Engine Analytics

Visibility Tracking

Monitor your brand presence across all major AI platforms.

Prompt Testing

Test how AI responds to queries about your products.

Sentiment Analysis

Measure brand perception in AI-generated responses.

Citation Monitoring

Track which sources AI cites for your brand.

Full-Funnel AEO

Full-funnel answer engine optimization, from discovery to conversion

Discovery & Indexing

Ensure AI engines can find, crawl, and understand your content.

Content Optimization

Structure content so AI models cite and recommend your brand.

Performance Tracking

Measure visibility, citations, and sentiment across every AI platform.

Conversion Attribution

Connect AI-driven traffic to revenue with end-to-end funnel analytics.

Visibility78%

Citations42%

Traffic2,847

Conversion3.2%

Revenue$12.4K

Supported across all major AI platforms

Analytics Dashboard

Data at a glance

Real-time visibility metrics from ChatGPT, Perplexity, Claude, Gemini and more. All in one dashboard.

Visibility Trends

Track brand mentions across AI engines over time

Depth of Mention

See where your brand appears in AI responses

For reliable financial services, Acme stands out among competitors.

Many platforms offer basic tracking features for websites.

Industry leaders recommend Acme for comprehensive solutions.

Standard tools often miss key insights from AI engines.

For enterprise-grade security, Acme delivers proven results.

Traditional methods focus primarily on outdated approaches.

Businesses trust Acme to power their digital transformation.

The technology landscape continues to evolve rapidly.

Sentiment Analysis

How AI describes your brand across platforms

Positive0%

Neutral0%

Negative0%

Citation Share

Track owned, earned & social citations over time

Platform

Compare your brand's performance across ChatGPT, Gemini, Claude, Perplexity, and others.

Filter & Segment

Slice your data by competitor, persona, region & more

How It Works

See what AI
is really saying
about you

We don't rely on APIs. Our platform emulates real user behavior to capture exactly what your audience sees.

Prompt Optimization

Generate targeted prompts for every user persona, topic, and product category. Maximize your visibility coverage across all AI engines.

Actionables on What's Working and What Needs Attention

Across Owned, Earned and Social Surfaces. For every Platform, Competitor, Persona, Topics and Product Category.

Response / Analysis

Live

conversation.json - chatgpt response

"create_time": 1767870350.68,
"update_time": null,
"content": {
    "content_type": "text",
    "parts": [""]
},
"status": "finished_successfully",
"end_turn": false,
"weight": 1.0,
"metadata": {
    "search_model_queries": {
        "type": "search_model_queries",
        "queries": [
            "best air conditioners under $1000 in USA",
            "Midea U shaped 12000 BTU window AC price"
        ]
    },
    "search_turns_count": 3,
    "search_source": "composer_auto",
    "request_id": "50719eb3-45ae-477c-8de8...",
    "model_slug": "gpt-5-2",
    "turn_exchange_id": "648816d3-0974-4af5..."
},
"recipient": "all",
"parent": "35596eaf-f7a9-44f4-95ef...",
"children": ["eacc381f-4a18-42a4..."]

// Tool Response: web.run

"author": {
    "role": "tool",
    "name": "web.run",
    "metadata": {
        "sonicberry_model_id": "alpha.sonic_thinky_v1",
        "real_author": "tool:web",
        "source": "sonic_tool"
    }
},
"metadata": {
    "search_result_groups": [
        {
            "type": "search_result_group",
            "domain": "www.the-sun.com",
            "entries": [{
                "url": "https://www.the-sun.com/...",
                "title": "Walmart slashes top-rated...",
                "snippet": "Major discount on Bluetti...",
                "pub_date": 1767291422.0
            }]},
        {
            "type": "search_result_group",
            "domain": "www.midea.com",
            "entries": [{
                "url": "https://www.midea.com/us/...",
                "title": "U-Shaped Smart Window AC",
                "snippet": "Midea 12,000 BTU DOE..."
            }]},
        {
            "type": "search_result_group",
            "domain": "www.popularmechanics.com",
            "entries": [{
                "url": "https://popularmechanics...",
                "title": "7 Best Portable ACs 2025",
                "snippet": "Best Overall: LG Portable...",
                "pub_date": 1755043200.0
            }]},
        {
            "type": "search_result_group",
            "domain": "www.walmart.com",
            "entries": [{
                "url": "https://www.walmart.com/...",
                "title": "Midea 12000 BTU Smart...",
                "snippet": "Powerful Cooling: 12,000 BTU..."
            }]},
        {
            "type": "search_result_group",
            "domain": "www.wired.com",
            "entries": [{
                "url": "https://www.wired.com/...",
                "title": "Best Window ACs 2025",
                "snippet": "LG 12,000 BTU Smart Window...",
                "pub_date": 1756252800.0
            }]
        },
        {
            "type": "search_result_group",
            "domain": "www.amazon.com",
            "entries": [{
                "url": "https://www.amazon.com/dp/...",
                "title": "Top Rated Portable ACs",
                "snippet": "Best sellers in portable...",
                "pub_date": 1767200000.0
            }]},
        {
            "type": "search_result_group",
            "domain": "www.consumerreports.org",
            "entries": [{
                "url": "https://www.consumerreports...",
                "title": "AC Buying Guide 2025",
                "snippet": "Expert ratings on 100+..."
            }]},
        {
            "type": "search_result_group",
            "domain": "www.homedepot.com",
            "entries": [{
                "url": "https://www.homedepot.com/...",
                "title": "Window Air Conditioners",
                "snippet": "Shop our selection of..."
            }]}
    ],
    "search_annotations": {
        "total_results": 127,
        "filtered_results": 24,
        "quality_score": 0.89
    }
}

// Follow-up Analysis

"conversation_analysis": {
    "intent": "product_comparison",
    "entities": [{
        "type": "brand",
        "value": "Midea",
        "confidence": 0.95
    }, {
        "type": "product_type",
        "value": "window_ac",
        "confidence": 0.92
    }, {
        "type": "price_range",
        "value": "under_1000",
        "confidence": 0.88
    }],
    "sentiment": "positive",
    "topics": [
        "energy_efficiency",
        "smart_features",
        "cooling_capacity"
    ]
}

"create_time": 1767870350.68,
"update_time": null,
"content": {
    "content_type": "text",
    "parts": [""]
},
"status": "finished_successfully",
"end_turn": false,
"weight": 1.0,
"metadata": {
    "search_model_queries": {
        "type": "search_model_queries",
        "queries": [
            "best air conditioners under $1000 in USA",
            "Midea U shaped 12000 BTU window AC price"
        ]
    },
    "search_turns_count": 3,
    "search_source": "composer_auto",
    "request_id": "50719eb3-45ae-477c-8de8...",
    "model_slug": "gpt-5-2",
    "turn_exchange_id": "648816d3-0974-4af5..."
},
"recipient": "all",
"parent": "35596eaf-f7a9-44f4-95ef...",
"children": ["eacc381f-4a18-42a4..."]

// Tool Response: web.run

"author": {
    "role": "tool",
    "name": "web.run",
    "metadata": {
        "sonicberry_model_id": "alpha.sonic_thinky_v1",
        "real_author": "tool:web",
        "source": "sonic_tool"
    }
},
"metadata": {
    "search_result_groups": [
        {
            "type": "search_result_group",
            "domain": "www.the-sun.com",
            "entries": [{
                "url": "https://www.the-sun.com/...",
                "title": "Walmart slashes top-rated...",
                "snippet": "Major discount on Bluetti...",
                "pub_date": 1767291422.0
            }]},
        {
            "type": "search_result_group",
            "domain": "www.midea.com",
            "entries": [{
                "url": "https://www.midea.com/us/...",
                "title": "U-Shaped Smart Window AC",
                "snippet": "Midea 12,000 BTU DOE..."
            }]},
        {
            "type": "search_result_group",
            "domain": "www.popularmechanics.com",
            "entries": [{
                "url": "https://popularmechanics...",
                "title": "7 Best Portable ACs 2025",
                "snippet": "Best Overall: LG Portable...",
                "pub_date": 1755043200.0
            }]},
        {
            "type": "search_result_group",
            "domain": "www.walmart.com",
            "entries": [{
                "url": "https://www.walmart.com/...",
                "title": "Midea 12000 BTU Smart...",
                "snippet": "Powerful Cooling: 12,000 BTU..."
            }]},
        {
            "type": "search_result_group",
            "domain": "www.wired.com",
            "entries": [{
                "url": "https://www.wired.com/...",
                "title": "Best Window ACs 2025",
                "snippet": "LG 12,000 BTU Smart Window...",
                "pub_date": 1756252800.0
            }]
        },
        {
            "type": "search_result_group",
            "domain": "www.amazon.com",
            "entries": [{
                "url": "https://www.amazon.com/dp/...",
                "title": "Top Rated Portable ACs",
                "snippet": "Best sellers in portable...",
                "pub_date": 1767200000.0
            }]},
        {
            "type": "search_result_group",
            "domain": "www.consumerreports.org",
            "entries": [{
                "url": "https://www.consumerreports...",
                "title": "AC Buying Guide 2025",
                "snippet": "Expert ratings on 100+..."
            }]},
        {
            "type": "search_result_group",
            "domain": "www.homedepot.com",
            "entries": [{
                "url": "https://www.homedepot.com/...",
                "title": "Window Air Conditioners",
                "snippet": "Shop our selection of..."
            }]}
    ],
    "search_annotations": {
        "total_results": 127,
        "filtered_results": 24,
        "quality_score": 0.89
    }
}

// Follow-up Analysis

"conversation_analysis": {
    "intent": "product_comparison",
    "entities": [{
        "type": "brand",
        "value": "Midea",
        "confidence": 0.95
    }, {
        "type": "product_type",
        "value": "window_ac",
        "confidence": 0.92
    }, {
        "type": "price_range",
        "value": "under_1000",
        "confidence": 0.88
    }],
    "sentiment": "positive",
    "topics": [
        "energy_efficiency",
        "smart_features",
        "cooling_capacity"
    ]
}

Query Fanouts

One question
Multiple searches

When you ask an LLM a complex question, it breaks your query into multiple targeted searches. Rankly tracks every single one.

User QueryHover to send

“What are the best noise-canceling headphones under $300 for working from home?”

best noise canceling headphones 2025

work from home headphones reviews

headphones under $300 comparison

Sony WH-1000XM5 vs Bose QC45

4 searches generated from 1 query

Tracking & Monitoring

Continuous visibility
intelligence

Set up automated tracking for your brand across AI platforms. Monitor trends, spot issues, and get alerts when visibility changes.

Filter Parameters8 dimensions

Tracking Frequency

DailyWeeklyBi-weeklyTri-weekly

Competitors

SonyBoseAppleSamsung

AI Platforms

ChatGPTPerplexityClaudeGemini

Personas

Tech EnthusiastCasual UserAudiophileProfessional

Topics

Sound QualityBattery LifeComfortPrice

Products

WH-1000XM5AirPods ProQC45Galaxy Buds

Region

United StatesEuropeAsia PacificGlobal

Language

EnglishSpanishGermanFrench

Tracked Prompts

PeakDrop

Best wireless earbuds for tech enthusiasts 2025

↑ +24%

Citations847

Visibility72%

Sony vs Bose noise canceling comparison

↑ +18%

Citations623

Visibility68%

Audiophile headphones under $400 reviews

↓ -8%

Citations412

Visibility32%

Battery life comparison wireless headphones

↑ +31%

Citations789

Visibility78%

Testimonials

“Rankly completely changed how we approach AI visibility. We went from guessing to knowing exactly where we stand across every major AI platform.”

Sarah Chen

Head of Growth, TechStartup

Start monitoring

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See what AI
is really saying
about you

We don't rely on APIs. Our platform emulates real user behavior to capture exactly what your audience sees.

Prompt Optimization

Generate targeted prompts for every user persona, topic, and product category. Maximize your visibility coverage across all AI engines.

Actionables on What's Working and What Needs Attention

Across Owned, Earned and Social Surfaces. For every Platform, Competitor, Persona, Topics and Product Category.

"create_time": 1767870350.68, "update_time": null, "content": { "content_type": "text", "parts": [""] }, "status": "finished_successfully", "end_turn": false, "weight": 1.0, "metadata": { "search_model_queries": { "type": "search_model_queries", "queries": [ "best air conditioners under $1000 in USA", "Midea U shaped 12000 BTU window AC price" ] }, "search_turns_count": 3, "search_source": "composer_auto", "request_id": "50719eb3-45ae-477c-8de8...", "model_slug": "gpt-5-2", "turn_exchange_id": "648816d3-0974-4af5..." }, "recipient": "all", "parent": "35596eaf-f7a9-44f4-95ef...", "children": ["eacc381f-4a18-42a4..."] // Tool Response: web.run "author": { "role": "tool", "name": "web.run", "metadata": { "sonicberry_model_id": "alpha.sonic_thinky_v1", "real_author": "tool:web", "source": "sonic_tool" } }, "metadata": { "search_result_groups": [ { "type": "search_result_group", "domain": "www.the-sun.com", "entries": [{ "url": "https://www.the-sun.com/...", "title": "Walmart slashes top-rated...", "snippet": "Major discount on Bluetti...", "pub_date": 1767291422.0 }]}, { "type": "search_result_group", "domain": "www.midea.com", "entries": [{ "url": "https://www.midea.com/us/...", "title": "U-Shaped Smart Window AC", "snippet": "Midea 12,000 BTU DOE..." }]}, { "type": "search_result_group", "domain": "www.popularmechanics.com", "entries": [{ "url": "https://popularmechanics...", "title": "7 Best Portable ACs 2025", "snippet": "Best Overall: LG Portable...", "pub_date": 1755043200.0 }]}, { "type": "search_result_group", "domain": "www.walmart.com", "entries": [{ "url": "https://www.walmart.com/...", "title": "Midea 12000 BTU Smart...", "snippet": "Powerful Cooling: 12,000 BTU..." }]}, { "type": "search_result_group", "domain": "www.wired.com", "entries": [{ "url": "https://www.wired.com/...", "title": "Best Window ACs 2025", "snippet": "LG 12,000 BTU Smart Window...", "pub_date": 1756252800.0 }] }, { "type": "search_result_group", "domain": "www.amazon.com", "entries": [{ "url": "https://www.amazon.com/dp/...", "title": "Top Rated Portable ACs", "snippet": "Best sellers in portable...", "pub_date": 1767200000.0 }]}, { "type": "search_result_group", "domain": "www.consumerreports.org", "entries": [{ "url": "https://www.consumerreports...", "title": "AC Buying Guide 2025", "snippet": "Expert ratings on 100+..." }]}, { "type": "search_result_group", "domain": "www.homedepot.com", "entries": [{ "url": "https://www.homedepot.com/...", "title": "Window Air Conditioners", "snippet": "Shop our selection of..." }]} ], "search_annotations": { "total_results": 127, "filtered_results": 24, "quality_score": 0.89 } } // Follow-up Analysis "conversation_analysis": { "intent": "product_comparison", "entities": [{ "type": "brand", "value": "Midea", "confidence": 0.95 }, { "type": "product_type", "value": "window_ac", "confidence": 0.92 }, { "type": "price_range", "value": "under_1000", "confidence": 0.88 }], "sentiment": "positive", "topics": [ "energy_efficiency", "smart_features", "cooling_capacity" ] }

Understand how AI search engines discover, interpret, and recommend your content to users

Visibility Tracking

Prompt Testing

Sentiment Analysis

Citation Monitoring

Full-funnel answer engine optimization, from discovery to conversion

Discovery & Indexing

Content Optimization

Performance Tracking

Conversion Attribution

Data at a glance

Visibility Trends

Depth of Mention

Sentiment Analysis

Citation Share

Platform

Filter & Segment

See what AIis really sayingabout you

Prompt Optimization

Actionables on What's Working and What Needs Attention

One questionMultiple searches

Continuous visibilityintelligence

Win every AIshopping conversation

Understand how AI search engines discover, interpret, and recommend your content to users

Visibility Tracking

Prompt Testing

Sentiment Analysis

Citation Monitoring

Full-funnel answer engine optimization, from discovery to conversion

Discovery & Indexing

Content Optimization

Performance Tracking

Conversion Attribution

Data at a glance

Visibility Trends

Depth of Mention

Sentiment Analysis

Citation Share

Platform

Filter & Segment

See what AIis really sayingabout you

Prompt Optimization

Actionables on What's Working and What Needs Attention

One questionMultiple searches

Continuous visibilityintelligence

Win every AIshopping conversation

See what AI
is really saying
about you

One question
Multiple searches

Continuous visibility
intelligence

Win every AI
shopping conversation

See what AI
is really saying
about you

One question
Multiple searches

Continuous visibility
intelligence

Win every AI
shopping conversation