Bull AIBull AI

    Bull AI - The Engineered AEO operating system

    Engineered AEO is the discipline of winning in AI search through systems engineering, not content volume. Bull AI is the platform challenger brands use to beat giants in 90 days across ChatGPT, Claude, Gemini, and Perplexity - diagnosed, sprinted, shipped.

    3 months from invisibleto recommended.

    Revenue Intelligence Platform for AI Search across ChatGPT, Gemini, Claude and Perplexity

    Content-based AEO is a volume game. Volume games are won by giants. Engineered AEO is how everyone else wins.

    Before · buyers ask, you're invisible
    ChatGPT
    ChatGPT

    > "vivobarefoot vs xero shoes"

    8/100
    Claude
    Claude

    > "barefoot shoes for the gym"

    9/100
    Gemini
    Gemini

    > "vivobarefoot sizing reviews"

    11/100
    Perplexity
    Perplexity

    > "merrell vapor glove vs vivobarefoot primus"

    7/100

    Engineered AEO in motion.

    Diagnosis
    from /audit
    Client-render shellMissing schemaCrawler blocked
    Sprint 02 · Pipeline
    LIVE
    SPR-12

    SPA blocker → SSR /pricing, /features

    MERGED+8.4 pts
    SPR-13

    Inject Product + FAQ JSON-LD schema

    IN REVIEW+6.1 pts
    SPR-14

    robots.txt + llms.txt → allow GPTBot, ClaudeBot, PerplexityBot

    SHIPPED+4.7 pts
    bi-weekly cadence
    Outcome · 90 days
    measured

    AEO Score

    +25 pts

    Revenue Recovered

    $1.2 – 1.8M

    After · recommended, then bought
    +$175
    Geo Court III
    Mike · New York

    Geo Court III

    Claude recommended → Purchased

    +$210
    Magna Trail II
    Emily · Sydney

    Magna Trail II

    Perplexity recommended → Purchased

    +$180
    Stealth III
    Chris · Toronto

    Stealth III

    Gemini recommended → Purchased

    01Category
    ● A new category

    SEO measures rankings.

    AEO measures visibility.

    Engineered AEO wins the recommendation.

    SEO · 2003
    AEO · 2024
    Engineered AEO · 2026
    The discipline of winning AI search · by Bull AI
    02Console
    The Console

    Inside the console that turns invisibility into pipeline.

    Four tabs. One operating system for AI-search revenue. Click any tab - the dashboard and the story update together.

    Every fix is a ticket. Every ticket ships.

    Engineering and content tasks scoped to bi-weekly sprints, sized in score points. No "recommendations" - a real queue your team (or ours) executes against.

    • Backlog → In progress → Review → Done
    • Each card tagged eng or content, scored in points
    • Bi-weekly cadence, owned end-to-end
    67

    Sprint 2 · Week 3

    +25 ptssince baseline

    Live
    Engineering

    Add SSR pre-rendering for React SPA routes

    +4.8

    Inject FAQPage + HowTo JSON-LD via middleware

    +3.2

    Fix hydration mismatch blocking Googlebot JS

    +2.9
    Marketing

    Rewrite /pricing with AI-first comparison copy

    +3.5

    Publish expert roundup targeting 12 discovery prompts

    +2.1
    Total sprint impact+16.5 pts projected
    03Proof
    Freeletics
    Lunchbox
    beehiiv
    Pelo
    Northwind
    Linear Loop
    Cobalt
    Helix Labs
    Quanta
    Strider
    Forge
    Freeletics
    Lunchbox
    beehiiv
    Pelo
    Northwind
    Linear Loop
    Cobalt
    Helix Labs
    Quanta
    Strider
    Forge
    ● Case study
    Freeletics
    "Across 135 prompts in one of the most saturated categories, we went from slightly visible to consistently ranking #2 or higher. Bull AI showed us exactly what AI search invisibility was costing Freeletics in dollars, then recaptured it."
    Confidence Udegbue, VP of Product at Freeletics
    Confidence Udegbue
    VP of Product, Freeletics · Forbes 30 Under 30
    135
    prompts tracked
    most saturated fitness category
    #2+
    consistent ranking
    across ChatGPT, Claude, Perplexity
    6×
    AI search visibility
    measured lift in 8 weeks
    04Engineering
    ● Engineering first

    AI search is a rendering problem
    before it's a content problem.

    Every other tool sells you a dashboard. We ship the diff.

    90% of React, Next.js, and JavaScript-heavy sites are completely unreadable by LLM crawlers.

    What Google sees

    Renders JavaScript

    <h1>Your Product - Best in Class</h1>

    Full content rendered and indexed

    What ChatGPT sees

    Skips JavaScript

    <div id="root"></div>

    // no content found

    // JavaScript not executed

    0 indexable elements detected

    Empty HTML shell - invisible to AI

    What we shipfeature/aeo-fixes

    Server-side rendering & hydration

    • └Framework-aware patches across modern JS stacks
    • └Detects client-rendered shells invisible to AI crawlers
    • └Ships the rendering fix as a reviewable PR, not a recommendation

    Schema & structured data

    • └Entity coverage across product, organization, and content types
    • └Build-layer injection validated before merge
    • └Tuned for the parsers ChatGPT, Claude, and Perplexity actually use

    Crawler access & discoverability

    • └Allowlists configured for the LLM crawlers that matter
    • └Discovery surfaces aligned to buyer intent, not page count
    • └Plus our proprietary retrieval layer (paid tiers only)

    Every fix is shipped as a reviewable PR against a feature branch in your repo. Your team approves and merges on your timeline.

    Run my free audit
    05Console
    ● Revenue intelligence console

    One frame. Five outputs.
    Every dollar accounted for.

    Revenue at risk, sprint board, weekly tracking, prompt recapture, and three-dimensional diagnosis - measured weekly, not estimated.

    bullai.tech/dashboard - Sprint 4 · Week 8
    Live
    Revenue at risk · Annual-38% recovered
    $1.84M
    Down from $2.97M baseline · Sprint 0 to Sprint 4
    Diagnosis · 3D
    Rendering42/100
    Schema78/100
    Citations31/100
    Visibility+24
    61
    of 100 · 4 engines
    Sprint 4 · Engineering3 of 4 done
    Add renderToString to /pricing routeeng
    Inject FAQPage schema across help/*eng
    Generate /llms.txt with route mapeng
    Allowlist PerplexityBot in robots.txteng
    Prompts recaptured
    "best AI workout app"won
    "enterprise CRM 2025"won
    "best email platform creators"pending
    4
    AI engines queried
    50K+
    Business signals
    35+
    Buyer-intent prompts
    ±4%
    Accuracy margin
    06Recapture
    Competitive Intelligence

    AI search doesn't care about brand size.

    See which prompts your competitors are stealing, and which you can take back.

    Prompt Theft Report

    For enterprise companies

    Challengers Stealing Your Prompts

    Companies you've never worried about are winning AI citations in your category.

    "best live chat for ecommerce"

    Tidio is beating Intercom on 3/4 engines

    "AI workout app"

    Fitbod is beating Under Armour on ChatGPT

    "best CRM for startups"

    Folk CRM displacing HubSpot on Claude

    Prompt Capture Opportunities

    For startups & SMBs

    Prompts You Can Own From Category Giants

    Category leaders are leaving high-intent prompts completely undefended.

    "best email newsletter platform for creators"

    HubSpot appears 45% but has no dedicated page

    92%

    "AI-powered restaurant ordering system"

    Toast has zero citations on Claude

    100%

    "best project management for agencies"

    Monday.com absent from Perplexity results

    88%

    See exactly which prompts you're losing - and which you can capture

    07Comparison
    ● The category, plainly

    Other tools track where you appear.
    We close the gap.

    $56M+ has been raised in the AEO category to build dashboards. Bull AI is the only platform that quantifies the revenue impact and ships the engineering fix.

    Capability
    Bull AI
    Others
    Revenue quantified in dollars
    Engineering PRs shipped to your repo
    Crawl-rendering detection (CrawlIQ)
    Visibility tracking across LLMs

    See your revenue gap in 60 seconds. No credit card.

    Get your free revenue audit
    08Pricing
    Intelligence Tiers

    Choose Your Intelligence Level

    Every tier includes our free Sprint Zero audit. Paid tiers unlock measured, recurring intelligence.

    Free Intelligence - Sprint Zero

    50,000+ signals · 4 AI engines · Revenue-at-risk estimate · Instant

    Most Popular
    You ExecuteData, roadmaps & intelligence

    Intelligence

    Measured intelligence for Marketing + Engineering

    $299/month

    Sprint 1 access included

    • Bi-weekly sprint action plans
    • 3,500+ data points per snapshot
    • 4-engine visibility dashboard
    • Revenue-at-risk quantification
    • CrawlIQ™ detection
    • Competitor prompt intelligence
    You ExecuteData, roadmaps & intelligence

    Growth

    Deeper intelligence with strategic guidance

    $799/month
    • Everything in Intelligence
    • Dedicated AEO strategist
    • 150+ custom prompt tracking
    • Priority support
    • Monthly strategy calls
    • Custom competitive reports

    Managed

    We Execute

    Executed intelligence. We implement bi-weekly sprints and guarantee results.

    $5,500/month
    Everything in Growth
    Hands-on execution
    Guaranteed improvements
    150+ custom prompts

    All tiers include Sprint Zero free intelligence. Paid tiers unlock weekly measured intelligence with ±4% accuracy.

    09Audit

    Stop guessing what AI searchis costing you.

    find out in 60 secondsfix in 60 minutesrecapture revenue in 60 days
    pressEnter
    Free · No signup · 50,000+ signals analyzed
    ChatGPTClaudeGeminiPerplexity

    Not convinced we're different? We respect that.

    Check out what our competitors show you first. We're confident you'll be back for the revenue number.

    PeecProfoundScrunchBluefishOtterly

    They'll show you where you appear. We'll do that too + show you what it's costing you and how to recapture it.

    10FAQ
    FAQ

    Engineered AEO FAQ

    Everything you need to know about Engineered AEO and how Bull AI helps challenger brands win AI search

    As more buyers use AI assistants like ChatGPT, Gemini, Claude, and Perplexity to find products and solutions, understanding your AI search revenue exposure has become essential for growth.

    Still have questions?

    Ask Bruno, our AEO expert

    Learn how to show up on ChatGPT, get recommended by Gemini, rank on Claude, and improve visibility across all AI assistants. Our AEO platform tracks your brand mentions, measures AI search rankings, and provides actionable optimization strategies.

    Enterprise-Grade

    How We Keep Results Defensible

    Built for enterprise teams who need accurate, auditable data they can trust

    100%Traceable

    Evidence History

    Every AI response captured with timestamps for complete auditability

    4AI Engines

    Prompt-Level Tracking

    Track visibility at the individual prompt level across all engines

    52Weeks/Year

    Weekly Snapshots

    Historical data preserved to measure progress and identify trends

    SOC 2 Ready
    Encrypted
    Audit Logs
    11Substack
    Found on AI · Monthly Newsletter

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    Every month we pick one underdog brand and run a full $100K+ AI search audit for free. Follow along and see exactly how underdogs beat giants on AI search.

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