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.

Optimize

Test AI search for your product brands

Publish

An optimized product page built for AI models

Promote

Your products to 300M buyers across 256 industries

For product brands and manufacturers

Be the product AI recommends.

From search to sales: the AI ecosystem

See where AI overlooks your products. Measure what AI says across every major engine.
Publish the page AI can cite. A finished, shoppable product page.
Reach the right buyers. Connect to matching decision-makers.
Convert demand into orders. Quotes, offers, and protected transactions.

See your score and report preview instantly. Start a free trial to unlock the complete report. No credit card.

ChatGPT

Perplexity Gemini

Gemini

Google AI

Claude

Copilot

From search to sales: the AI ecosystem

AI tools are now a standard part of the research process.

94%

of B2B buyers now use generative AI for research. This behavioral shift has immediate consequences for traditional web traffic.

Source: 6sense, 2025

50%

Traditional search volume will drop by 50% by 2028, redirecting discovery to AI answer engines.

Source: Gartner, 2023

60%

Major marketing websites have seen non-branded search traffic decline by up to 60%.

Source: Internal industry data, 2026

One product. Four connected moves.

Measure the gap, publish the finished asset, reach the right buyers, and complete the transaction in one continuous workflow.

Optimize

Measure the gap

Publish

Publish the finished asset

Promote

Reach the right buyers

Sell

Complete the transaction

01 · Optimize

See where AI overlooks your products.

Measures what AI says across every major engine
Names who gets cited instead of you
Identifies exactly what must be fixed

lbox.com/AeoTestSample data

AeoTest › Nexora VoltSync M2

13/100

AI visibility score

Across 10 AI engines, 86 evaluations, scored against the LBOX AEO Standard v1.0.

Share of voice: 4 of 50 buyer questions

Trend: down 2 points this month

Competitor comparison

Command36

3M32

OOK20

Nexora13

Citation gap

AI cites these domains instead of you:

command.com3m.comookhardware.comamazon.com

Two buyer questions

What is the best picture hanging hardware for heavy frames?

AI said: Command Heavy Duty, 3M, and OOK. Nexora not mentioned.

Which picture hooks work without drilling?

AI said: Command Damage-Free and OOK. Nexora not mentioned.

LBOX measures what AI says and identifies exactly what must be fixed.

↓

02 · Publish

Publish the finished page AI can cite and buyers can shop.

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

Product imagery, price, and structured specifications
Answered buyer questions and real-time technical advice
Third-party ratings and reviews
Request Quote, Make an Offer, and Buy Now

lbox.com/CatalogItemSample data

Catalog › Nexora VoltSync M2

Find any product ➤

updated

Nexora VoltSync M2

SKU: NXV-VSM2-24

Professional grade picture hanging kit rated to 40 lbs per hook on drywall, with hardened pins and a no-stud install designed for galleries, mirrors, and heavy frames.

$24.00 Estimated retail by LBOX

Request Quote Make an Offer

Buy NowHelp Find ItSend MessageSave

Backed by LBOX transaction protection and dispute mediation

Technical Advice

I can help you understand the VoltSync M2 by Nexora. Ask me about specifications, load ratings, wall compatibility, installation, or anything else about this product.

Ask a product or technical question…

Technical Specifications

Load and Materials

Load rating40 lbs per hook

MaterialHardened carbon steel

FinishZinc plated

Pin gauge1.6 mm hardened

Installation

Wall typesDrywall, plaster, paneling

Studs requiredNo

Tools requiredHammer only

Install timeAbout 2 minutes

Package

Hooks per pack24 with pins

WarrantyLifetime replacement

Compliance

Load testedIndependent lab verified

MaterialsRoHS compliant

40lbs load rating

24hooks per pack

2min install

4.8avg rating

Features

40 lb rated hooks with hardened steel pins
No-stud drywall install, hammer only
Lifetime replacement warranty
Gallery wall spacing template included
Zinc finish resists corrosion

Key Technical Advantages

Holds heavy mirrors without wall anchors
Independent lab verified load ratings
Removes cleanly with minimal wall damage
Works across drywall, plaster, and paneling
Full spec data published for AI retrieval

Ratings and Reviews

4.8

of 5

From Google Shopping · 126 reviews

Every block on this page is structured for AI retrieval: specs, advice, offers, protection, reviews.

↓

03 · Promote

Put the published product in front of the right buyers.

Select the product page
Identify matching decision-makers
Send product-specific outreach
Track replies and opportunities

lbox.com/PromoteSample data

Promote › Nexora VoltSync M2

1 Select product page→2 Identify decision-makers→3 Send outreach→4 Track replies

Matching decision-makers

Buyers filtered to roles that specify or purchase picture hanging hardware.

8 matching buyersSave as Workbook

NameCompanyRole

Avery ChenFramebridgeProcurement Lead

Dana WhitfieldWhitfield GalleryOwner

Marcus ReillyUtrecht Art SuppliesOperations Manager

Sam OkaforTrue Value HardwareCategory Buyer

Lena ParkPark StudioInterior Designer

New message — Dana Whitfield

Subject: Nexora VoltSync M2

Hi Dana,

I saw your gallery's upcoming show on LBOX and wanted to introduce the Nexora VoltSync M2. It is the 40 lb rated, no-stud hook we publish for exactly this kind of install.

Would you have time for a brief conversation?

Best,

Send

Replies and opportunities

12sent

3replied

1order opened

Select the product page, identify matching decision-makers, send product-specific outreach, track replies and opportunities.

↓

04 · Sell

Turn interest into a verified quote, offer, or order.

Buyer identity verified before money moves
Requested prices land as RFQs, you respond with a quote
Payment protected until delivery
Order tracked end to end on the same page AI cites

lbox.com/OrderSample data

Order › Nexora VoltSync M2

Order

ProductNexora VoltSync M2

Quantity50 packs

BuyerWhitfield Gallery

Identity Verified

Requested price (RFQ)

Buyer requested

Unit price$22.00

Quantity50 packs

Total$1,100.00

Seller response

Seller quoted

Unit price$21.50

Delivery5 business days

Total$1,075.00

Payment protection

Card authorized $1,075.00

Funds heldIn escrow

ReleasedOn delivery confirmation

Fraud screening Passed

Order status

Quote accepted — payment authorized — in fulfillment

Next: seller ships, buyer confirms, funds release automatically.

Account management

Messages3 in thread

Disputes0

RecordsOrder + invoice stored

Buyer identity verified, RFQ and seller quote on one thread, funds protected until delivery, order tracked end to end.

Visibility tools stop at the report. LBOX keeps going.

The same product, measured and then made shoppable, promoted, and sold.

Measure only

Visibility and SEO tools

Measure how AI sees your product
Report the gap and the competitors cited
Hand you a list of recommendations
Stop at the report. You do the rest.

Measure + Publish + Promote + Sell

LBOX

Measure how AI sees your product
Publish the finished, shoppable page AI cites
Identify and reach the matching decision-makers
Convert demand into verified quotes, offers, and orders

Everything buyers need, on the page AI cites.

Give buyers the product intelligence, technical guidance, and commercial tools they need to move forward with confidence.

Find the right product

Help buyers confirm fit, compatibility, and alternatives without leaving the product page.

TP-7 Field Recorder

Teenage Engineering

$1,499 Estimated retail by LBOX

Pricing Assistant Submit Offer

Help Find It Send Message

Backed by LBOX transaction protection and dispute mediation

Know what to offer

Use category pricing and acceptance guidance to construct a realistic offer.

Pricing Assistant

MSRP$1,499

HIGHER PRICE · MORE LIKELY

5% off→$1,424

Recommended start

10% off→$1,349

Within typical range

15% off→$1,274

Toward top of typical

LOWER PRICE · LESS LIKELY

Get technical answers

Ask detailed questions about specifications, performance, compatibility, and use.

Technical Advice

Does the TP-7 support 32-bit float recording?

The TP-7 records at 24-bit / 96 kHz. For 32-bit float capture, consider the Zoom F3 or Sound Devices MixPre. The TP-7 shines as a portable interview recorder with its motorized tape-style wheel and three built-in mics.

24-bit / 96 kHz 3x built-in mics USB-C

Ask another question about the TP-7…

Understand every detail

Compare specifications, technical advantages, compatibility, and review evidence.

Technical Specifications

64GB storage

96kHz sample rate

24bit depth

7hours battery

Ratings & Reviews

4.1

out of 5

Combined from 2 sources · 28 reviews

4.2Reverb

19 reviews

4.0Sweetwater

9 reviews

Contact the seller

Send a structured message directly to the manufacturer and include the right people.

Send a message to Teenage Engineering×

Nature

Product Sourcing

Subject

Product Sourcing about TP-7 Field Recorder

Message

Hi, I am interested in the TP-7 Field Recorder for a field production team. Could you provide pricing for 10 units, lead time, and minimum order quantity…

Add more people

Send Message

Submit an offer or RFQ

Specify quantity, target price, delivery needs, and buying organization in one request.

Submit an Offer

Quantity

10 units

Target price / unit

$1,349

Delivery

Within 3 weeks

Buyer type

Production company

Identity verified — buyer checks before money moves

Fraud screened on every request

Stripe-secured payments held until delivery

See what AI says about your product.

Start with a free visibility score. Create a free account only when you want to unlock the complete report.

See your score and report preview instantly. Start a free trial to unlock the complete report. No credit card.

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