What is answer engine optimization?

Answer engine optimization is the practice of making a brand and its products retrievable, understandable and citable by AI answer engines such as ChatGPT, Perplexity, Google AI Overviews and Gemini, so the brand appears in the answers buyers read instead of only in traditional search results.

How do I find out if AI recommends my products?

Run a visibility test on your product or brand. LBOX puts the questions real buyers ask to each major answer engine, records which brands are named and which sources are cited, and reports the share of answers that mention you and the share that cite your pages.

Why do AI engines cite retailers and review sites instead of the manufacturer?

Engines cite pages they can retrieve and parse that answer the question directly. Many manufacturer pages are script rendered, thin on specifications, or lack structured data, so the engine falls back to retailers and review sites. Publishing a retrievable page with complete specifications, answer first sections and product schema makes the manufacturer citable.

Plans start at 99 dollars per month for a single published product page, with a Growth plan for a portfolio of products and custom Enterprise terms. Current plans and pricing are published at lbox.com/Pricing.

Can buyers purchase directly from an LBOX page?

Yes. Published pages support transactions with card payment, buyer identity verification, fraud screening, funds released on delivery and dispute mediation, so a buyer can move from an AI answer to a completed order without leaving the page.

From AI answer to completed transaction

Turn AI answers into sales.

The complete system for AI commerce.

Measure how AI sees your products, publish pages built to be cited and shopped, reach relevant decision-makers, and convert demand through verified offers and protected transactions.

AI visibility score

23/ 100 · low

Best inspection drone for wind turbines?Absent

Rugged drone with thermal and LiDAR?Absent

Drone under $10k for asset inspection?Absent

Cited sources AI uses instead

drone-review.ioinsiderobotics.comspecguide.cofieldnews.org

Competitor share of answer

Axiom R2 (you)

Vertex Aero

Helix Industrial

Sentry Dynamics

Measured share of answer

17%

you own

Axiom R2 · 17%

Other brands · 83%

1 of 6 buyer questions won · 86 evaluations

Axiom R2 Inspection Drone · $8,400 · Axiom Aero

evaluations per test

ranking signals

208

data fields per page

300M

professional profiles

50M

companies

256

industries

One product. Four linked moves.

Four moves. One connected system.

LBOX connects analytics, publishing, promotion, and commerce in one continuous flow.

Move 01

Answer gap

AI does not mention you. The questions you are absent from are measured, per engine.

Axiom R2

$8,400

Move 02

Shoppable asset

The gaps become a live, structured product page built to be cited and shopped.

Axiom R2

$8,400

Move 03

Qualified audience

Matched decision-makers receive the page, tied to a real product and a real intent.

Axiom R2

$8,400

Move 04

Protected deal

The offer, payment, and order progress stay on the same page that created the demand.

Axiom R2

$8,400

01 · Optimize

Know the answer before the buyer asks.

See how leading AI engines describe, rank, and recommend your products. Find the questions you are absent from, the competitors taking your place, and the sources shaping the answer.

Buyer question: "Best inspection drone for wind turbines under $10k?"

ChatGPT · Perplexity · Gemini

AI answer: For wind-turbine inspection under $10k, the Vertex Aero V8 and Helix Industrial H4 are commonly recommended for their thermal payloads and flight time. Reviewers on drone-review.io and insiderobotics.com highlight range and durability.

Missing: Axiom R2Missing: thermal + LiDAR claimMissing: price qualifierMissing: inspection use case

Axiom R2 (you)

Vertex Aero V8

Helix Industrial H4

02 · Publish

Become the source, not the recommendation.

LBOX turns the measured gaps into a finished, structured product page designed for AI engines and real buyers. It is live, indexable, technically complete, and ready to transact.

Other platforms give you recommendations. LBOX publishes the finished, shoppable asset.

Before · Incomplete manufacturer record

Axiom R2 on your site

✗ No AI-readable structure

✗ Specs scattered across PDFs

✗ No answered buyer questions

✗ No price or transaction path

✗ Not cited by AI engines

lbox.com/products/axiom-r2 /axiom-r2

Axiom R2 Inspection Drone

Axiom Aero · In stock

$8,400

Citation-readyShoppableIndexable

Buy Now

Request Quote

Make an Offer

Flight time: 48 minPayload: 1.2 kgSensors: LiDAR + thermalRange: 8.5 kmWind rating: Level 7

03 · Promote

Put the asset in front of the entire market.

Directly connect your product with 300 million verified professionals across 50 million companies and 256 industries. Build precise, product-specific outreach and send every interested buyer back to the same authoritative, shoppable page.

Lena Roos

Inspection Lead · Nordic Wind

David Kim

Procurement · GridForce

Sara Ali

Asset Manager · TowerWorks

Axiom R2 Inspection Drone

$8,400

lbox.com/products/axiom-r2

Marco Telli

Ops Director · InspectaCo

Jana Voss

Field Ops · AeroMaint

Priya Nair

Engineer · SkyInspect

2 replies1 RFQ opened3 page visits1 offer startedBack to lbox.com/products/axiom-r2

04 · Sell

Close the loop.

Capture RFQs, receive verified offers, negotiate terms, protect payment, and manage order progress without losing the product context that created the demand.

Buyer verification

Identity verified

Company confirmed

Account in good standing

Fraud checks passed

ProductAxiom R2 Inspection Drone

Quantity2 units

Buyer target$7,900 / unit

Seller responseAccepted $7,950

Protected payment and order timeline

Funds held in escrow · released on delivery

Offer submitted

Seller accepted

Payment held

Shipped · tracking verified

Delivered · funds released

Direct comparison

Visibility tools stop before the work begins.

LBOX connects measurement to the asset, the audience, and the transaction.

Capability

Visibility platforms

LBOX

Track AI mentions

Identify missing citations

Recommend content changes

Publish the finished product page

Make the page shoppable

Reach matched professional audiences

Capture RFQs and verified offers

Support protected transactions

Platform intelligence

One record of truth across the entire journey.

Three views into the same Optimize, Publish, Promote, and Sell system. Switch modes to see the layer that matters now.

Track your visibility

Rankings, citations, share of answer, sentiment, and change over time. Per model, location, campaign, and product group.

ChatGPT17%

Perplexity83%

Gemini34%

AI Overviews52%

Trust layer

Built to complete the transaction.

The conversion infrastructure behind every shoppable LBOX page.

Verified identities

Fraud protection

Protected payment

Account and order management

Seller response tracking

Dispute mediation

Find the gap. Publish the answer. Close the sale.

Start with a free product visibility report and see the path from AI answer to transaction.

Get my free AI visibility report See pricing