The ORL Answer Engine

We don’t run
your marketing.
We install the machine.

Four answer-engine systems — visibility, demand, trust, analytics — built on your data, run by one senior team, reporting into one layer of truth. For any company buyers ask AI about. When we leave, it keeps working.

The systems

Four installations.
Each accountable
to one number.

Every system is installed on your data and your instances, operated by one senior team, and reporting into a single metrics layer. Run one. Run all four.

  • VisibilityShare of Answer
  • Demand IntelligenceWinnable questions
  • Trust & CitationsAnswer accuracy
  • AEO AnalyticsAI-attributed pipeline
01 Visibility Get discovered. Buyers ask AI before they search your name. This system puts you inside the answer — 100+ buying questions mapped, engineered, and re-scored monthly against your competitors. Explore Visibility Share of Answer

What are the best answer engine optimization agencies?

 AI Overview Sources+3

Based on methodology, published results and citation presence, here are the leading AEO partners:

  • 1 ORL Media
    Answer engine optimization — visibility, demand, trust & analytics.     ↑0%
    Visibility
  • 2 Competitor A ↑0%
  • 3 Competitor B ↑0%
Answer based on 0 sources View all 02 Demand Intelligence Read the demand. The questions that decide your category register zero search volume. This system maps what buyers actually ask AI, tracks how the phrasings move monthly, and flags the questions you can win next. Explore Demand Winnable questions Live Question Feed Live Rising Question
“is it worth it in 2026” High Intent Phrasing Shift
“best X” → “X vs Y for me” High Intent Unclaimed Question
no strong citation holder Winnable Volume Spike
timing questions +38% Watch Questions sampled today 0 03 Trust & Citations Be worth citing. AI describes your brand every day — sometimes wrongly, always from sources you never audited. This system monitors what engines say, corrects the record at the source, and builds the citations they rely on. Explore Trust Answer accuracy Accuracy Monitor Live Errors Corrected0↑0%
vs last 30 days Citations Earned0↑0%
vs last 30 days Answers Cleaned0↑0%
vs last 30 days Recent Corrections Stale Pricing Claim
Traced to old listing · fixed at source Answer Fixed 4/4
engines clean Trade-Press Data Story
Checkable figures, now quoted Citation Earned 12
answers cite it Review Surface Rebuilt
Cultivated where answers look Trust Raised 96%
accuracy  Answer accuracy up 0% View the accuracy log 04 AEO Analytics Prove the revenue. Buyers recommended by AI arrive filed under “direct.” This system instruments AI-referred and agent traffic, ties it to enquiries and revenue, and reports the AI channel like the channel it is. Explore Analytics AI-attributed pipeline AI Channel Performance This Week AI-Referred Sessions0↑0% Attributed Pipeline$0↑0% AI-Referred Conversion0%↑0% Filed as “Direct”0%↓0% Channel ComparisonView full report A Search Traffic
Baseline 0%
Enquiry rate $0
Pipeline / mo B AI-Referred
Observed + self-reported Winner 0%
Enquiry rate ↑7.6pp $0
Pipeline / mo ↑43% Agent ActivityView agent log Agent Crawl Spike
Pricing pages · 3 engines Logged 1.2K
fetches Answer Click-Through
Citation links followed Attributed 214
sessions “ChatGPT sent me”
Self-reported at enquiry Captured 38
enquiries

The layer — Metrics

Everything reports here.

Board-grade answer-layer analytics under all four systems, narrated by AI — Share of Answer, accuracy, citations, AI-attributed pipeline — with the "why it moved" written for you before the leadership meeting. Every figure labelled observed, correlated or modelled. Bundled with the Engine. Never sold separately. Never removed.

  • Share of Answervia Visibility
  • Winnable questionsvia Demand
  • Answer accuracyvia Trust
  • AI-attributed pipelinevia Analytics
  • Citation shareblended
  • Agent trafficblended

What month one looks like

No discovery theatre.
The build starts in week one.

Weeks 1–2

Audit

AI visibility scored across 100+ questions and four engines. Accuracy errors logged with their sources. The question space mapped from your real enquiries. You see everything we see.

Weeks 2–6

Install

Entity and schema layer, canonical fact sheet, question monitors, accuracy tracking, attribution instrumentation. The citation program starts in parallel. Systems go live as they’re built — not at a big reveal.

Week 6 →

Operate & compound

Weekly cadence with a senior lead. Monthly numbers in board language. Every answer read and every correction feeds the models back. The engine gets more accurate about your buyers every quarter.

What’s included

Everything. That’s the point.

  • All four systems, calibrated to your category
  • The Metrics layer — answer analytics, AI-narrated
  • Entity, schema and instrumentation build-out, on your domain
  • Question-space and positioning sprint, refreshed quarterly
  • Senior operating lead — never a junior account manager
  • Quarterly strategy reviews against the answer metrics

The operating cadence

  • WeeklyQuestion review + correction queue + citation pipeline, with your senior lead
  • MonthlyMetrics narrative: what moved, why, and what we’re doing about it
  • QuarterlyModel recalibration + positioning refresh + strategy review
  • AlwaysYour data. Your instances. Your systems — we operate them, you own them

The guarantee

Installed and measurably moving Share of Answer within 90 days — or we work free until it is.

Engine engagements only · flat retainer · 6-month minimum · numbers given on the call, immediately

Questions we actually get

Can we just buy one module?

Yes. Visibility and Demand Intelligence run standalone; Trust & Citations is design-partner only right now; Analytics is in build. The Engine is for companies that want the whole machine — every module, one senior team, one weekly cadence.

What kind of companies is this for?

Any company whose buyers ask AI before deciding — software, e-commerce, healthcare, finance, property, professional services, consumer brands. The method is category-agnostic; what changes per category is the question set and the sources engines trust, and mapping those is the first step of every engagement.

What does it cost?

Scoped on the call — every engagement is a flat retainer matched to the modules and volume you need. Flat fee, never a percentage of ad spend. Ask on the call and you will get numbers immediately; we don’t do the coy-pricing dance.

What if it doesn’t work?

Engine engagements carry the 90-day guarantee: installed and measurably moving Share of Answer within 90 days, or we work free until it is. We can offer that because we don’t start engagements we don’t believe in — the Audit exists to find that out first, cheaply, for both of us.

Do you do SEO, social media or paid ads?

AEO and SEO overlap and we work the overlap — the readable, corroborated web that ranks is also what gets cited. But we don’t sell channel management as a product. We sell the system that makes every channel worth paying for: being the brand the answer recommends.

Start with the audit. See what buyers see.

Start with the AI Visibility Audit

Fixed scope · 10 business days · no retainer required