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AI commerce, end to end

The complete system
for AI commerce.

Optimize. Publish. Promote. Sell.
Be found everywhere AI looks.Get published everywhere AI learns.Get chosen everywhere buyers decide.Get sold through pages built to convert.

One flow. Four moves. Start with a free score. The platform runs the rest.

Free to start. No credit card. See your score in seconds.

AI commerce, end to end.

Measure how AI sees your products, generate pages that get cited, promote them to the right audiences, and convert that demand through secure, shoppable experiences, all in one continuous system.

OptimizePublishPromoteSell
01 · Optimize

How is AI talking about your products?

See exactly how AI engines describe, rank, and surface your brand. Find visibility gaps, weak coverage, and missed opportunities in real time.

Guided setup confirms your market, competitors, topics, and buyer questions. Then the model panel runs the test and the full report lands: per-engine comparison, competitor ranking, share of voice, per-question results, the actual AI answers, cited sources, and what to fix next.

lbox.com/AeoTestSample data
Answer Engine Optimization
Be the answer AI gives.
Buyers ask AI before they ask you. Make sure your product is what it recommends.
We researched this business. Confirm the details below so your test runs on the right market, then we score it across the model panel.
Business Competitors Topics4 Prompts
The questions we will test
The actual queries put to each AI engine. This is what your visibility is measured against.
What is the best picture hanging hardware?Holding Strength🗑
Which picture hooks do you recommend for renters?Damage Free🗑
What are the top brands for heavy duty picture hooks?Holding Strength🗑
What is the best picture hanging hardware for the money?Price and Value🗑
+ Add
← BackRun the test →
lbox.com/reportSample data
17%
AI visibility
Where you stand

Your brand appears in 17% of AI answers. Competitors own the rest.

0%Cited as the source
Position when cited
0/6Questions you win
4Answers a rival owns

What we tested

We asked the leading AI models to recommend products for your category, picture hanging hardware, then measured which brands each model names. Every ranking below is who wins that category answer today.

AI models

How each AI model sees you

Model comparison

You versus each competitor, per AI model. Coverage differs sharply by engine, so a low cell is a model-specific gap.

Who each AI model recommends when a buyer asks about picture hanging hardware. You and every competitor are scored on the same category question, so a low row means that brand rarely surfaces for this category.

BrandChatGPTPerplexityGoogle AIOGeminiClaudeCopilotMeta AIDeepSeekGrokKimi
Your brandyou
17%
17%
0%
0%
Command
100%
83%
50%
100%
OOK
67%
50%
33%
50%
3M Claw
50%
33%
100%
17%
Monkey Hook
33%
17%
0%
17%
Hercules Hooks
17%
33%
17%
0%
Gorilla Grip
0%
17%
0%
33%
HangZ
0%
0%
17%
0%
HangMan
0%
0%
0%
0%
Claude, Copilot, Meta AI, DeepSeek, Grok, Kimi are tracked too. They are off on your current plan. Upgrade to switch every major model on.

Competitive

How you rank against competitors

Visibility ranking

Of your test questions, the share where AI names each brand. You vs your confirmed competitors.

We asked each AI model to recommend products for your category, “picture hanging hardware” (for example “what is the best picture hanging hardware”), and counted which brands it named across 6 category questions. You and every competitor are judged on the same questions.

1Command83%5 of 6
2OOK50%3 of 6
33M Claw50%3 of 6
4Your brandyou17%1 of 6
5Monkey Hook17%1 of 6
6Hercules Hooks17%1 of 6
7Gorilla Grip17%1 of 6
8HangZ0%0 of 6
9HangMan0%0 of 6

Command is named in 5 of 6 buyer questions. You are named in 1. Every answer that names a competitor and not you is a buyer AI is sending somewhere else.

Share of voice

How often you are the named brand in the answer.

17%you
17% of answers name you
83% name a competitor, not you

Questions

How you show up for each question

Per-question ranking

Every prompt, and whether each engine mentioned or cited you.

QuestionMentionedCited
What is the best picture hanging hardware?NoNo
How do I hang a heavy mirror without studs?NoNo
What picture hooks hold the most weight?YesNo
Best damage free picture hanging strips?NoNo
What hardware do I need to hang a gallery wall?NoNo
Are adhesive hooks strong enough for framed art?NoNo

The answers

The actual AI response for each question, per engine. This is what buyers read.

What is the best picture hanging hardware?

For most frames, Command strips are the go-to for damage-free hanging, while OOK and 3M Claw hooks handle heavier pieces on drywall.

How do I hang a heavy mirror without studs?

Use heavy-duty drywall anchors or toggle bolts rated for the mirror weight; Monkey Hooks and Hercules Hooks work for mid-weight pieces.

What picture hooks hold the most weight?

The highest-rated hooks include OOK professional hangers and 3M Claw. Your brand is sometimes listed among heavy-duty options, though most guides cite OOK and Command first.

Best damage free picture hanging strips?

Command Picture Hanging Strips are the near-universal recommendation for damage-free hanging in rentals.

What hardware do I need to hang a gallery wall?

A gallery wall needs consistent hooks (Command or OOK), a level, and often a paper template. Match hook rating to each frame.

Are adhesive hooks strong enough for framed art?

Adhesive hooks work for lightweight framed art within their rated limit; heavier pieces still need anchors or hooks.

Gap questions

Questions where you are absent and a competitor is not.

What is the best picture hanging hardware?
How do I hang a heavy mirror without studs?
Best damage free picture hanging strips?
What hardware do I need to hang a gallery wall?

Presence

Where you appear

Visibility

Share of questions that mention you at all.

17%mention you

Share of your tested questions where any engine names you at all. Coverage differs sharply by engine.

ChatGPT17%
Perplexity17%
Google AIO0%
Gemini0%

Mentions & citations

Mentioned in the text versus cited as a source. Not the same thing.

0%of questions cite you as a source
ChatGPT17% seen · 0% cited
Perplexity17% seen · 0% cited
Google AIO0% seen · 0% cited
Gemini0% seen · 0% cited
mentioned cited

Position

Where you land in the answer when you are cited.

No data for this subject in the last test.

Topics

How your visibility splits across subject areas.

comparison100%
recommendations0%
how to0%

Sources

Which domains the engines actually cite. Report per engine, never blended.

Domains cited

amazon.com
thespruce.com
commandbrand.com
homedepot.com
wirecutter.com
reddit.com

Platforms

youtube.com reddit.com quora.com

Ownership

The questions you want to own

Your prompts

Your confirmed target questions, scored by whether you own, appear in, or lose each.

0/6of your target questions won (cited)
0 you own1 mentioned5 lost
What is the best picture hanging hardware?Won by commandbrand.comLost
How do I hang a heavy mirror without studs?Won by amazon.comLost
Best damage free picture hanging strips?Won by amazon.comLost
What hardware do I need to hang a gallery wall?Won by thespruce.comLost
Are adhesive hooks strong enough for framed art?Won by amazon.comLost
What picture hooks hold the most weight?Mentioned

Competitor keyword targets

The questions rivals are cited on that you are not, grouped by rival.

amazon.com6 of your questions
recommendationshow_tocomparison

e.g. What is the best picture hanging hardware? · How do I hang a heavy mirror without studs?

homedepot.com6 of your questions
recommendationshow_tocomparison

e.g. What is the best picture hanging hardware? · How do I hang a heavy mirror without studs?

bhg.com6 of your questions
recommendationshow_tocomparison

e.g. What is the best picture hanging hardware? · How do I hang a heavy mirror without studs?

thespruce.com4 of your questions
recommendationshow_tocomparison

e.g. What is the best picture hanging hardware? · How do I hang a heavy mirror without studs?

wirecutter.com4 of your questions
recommendationscomparison

e.g. What is the best picture hanging hardware? · What picture hooks hold the most weight?

commandbrand.com3 of your questions
recommendationshow_to

e.g. What is the best picture hanging hardware? · Best damage free picture hanging strips?

Trust

How AI describes you

Sentiment

Whether AI frames you positively, neutrally, or with risk.

Loading sentiment

Reputation

What is being said about you

Proof

What supports you

Demand

Demand shape and reach

Query fanout

How deeply each question expands into sub-queries the engines actually ran. High fanout = high-value demand.

19sub-queries the engines actually ran across your questions
What is the best picture hanging hardware?4 fan-out
best picture hanging hooks 2024heavy duty picture hangerspicture hanging hardware for drywallcommand strips vs nails for frames
How do I hang a heavy mirror without studs?3 fan-out
hanging heavy mirror drywall anchorstoggle bolts vs monkey hookshow much weight can drywall hold
What picture hooks hold the most weight?3 fan-out
heaviest rated picture hooksprofessional picture hanging systemsweight rated wall hooks comparison
Best damage free picture hanging strips?3 fan-out
damage free hanging strips renterscommand strips weight limitremovable adhesive picture hangers
What hardware do I need to hang a gallery wall?3 fan-out
gallery wall hanging kitpicture hanging template gallery walllevel gallery wall spacing hardware
Are adhesive hooks strong enough for framed art?3 fan-out
adhesive hooks weight limit framed artcommand hooks vs nailsdo adhesive hooks damage walls

Readiness

Can your site capture the demand

Site health

Whether your pages are retrievable and citable in the first place.

Fetching the page as a crawler

Content to support

Prioritised next steps: what to publish, what to counter, what to fix first.

Publish

Answer: "What is the best picture hanging hardware?"

commandbrand.com owns this answer today. Publish a focused page that answers it directly to contest the citation.

Publish

Answer: "How do I hang a heavy mirror without studs?"

amazon.com owns this answer today. Publish a focused page that answers it directly to contest the citation.

Publish

Answer: "What picture hooks hold the most weight?"

wirecutter.com owns this answer today. Publish a focused page that answers it directly to contest the citation.

Publish

Answer: "Best damage free picture hanging strips?"

amazon.com owns this answer today. Publish a focused page that answers it directly to contest the citation.

Publish

Answer: "What hardware do I need to hang a gallery wall?"

thespruce.com owns this answer today. Publish a focused page that answers it directly to contest the citation.

Get cited

Named but not cited: "What picture hooks hold the most weight?"

Engines mention you here but link a competitor. Add an authoritative, linkable source page so they cite you, not just name you.

Own a topic

Invisible in "recommendations"

You are not mentioned in any question of this type. Build a cornerstone page for this whole subject area.

Own a topic

Invisible in "how_to"

You are not mentioned in any question of this type. Build a cornerstone page for this whole subject area.

02 · Publish

Publish the pages AI cites

Generate and deploy AI-optimized pages designed to rank in search and appear in AI responses. AEO best practices are built in, so your products become the source AI learns from.

Every published page is a full commerce surface: pricing assistant, offers, store finder, buyer messaging, real time AI technical support for the product, structured specifications, and third party ratings.

lbox.com/CatalogItemSample data
Catalog › Your Brand Heavy Duty Hooks · by Your Brand
Find any product
✓ updated
Your Brand Heavy Duty Hooks, 24 Pack
SKU: YB-HD24
Professional grade picture hanging hooks 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
$ Pricing AssistantSubmit Offer
Help Find ItSend MessageShareSaveWebsite
Backed by LBOX transaction protection and dispute mediation
🔧 Technical Advice

I can help you understand the Heavy Duty Hooks by Your Brand. 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 & 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

Turn visibility into demand

Distribute your presence to the channels, buyers, and campaigns that drive growth. Reach decision-makers with data and outreach that converts visibility into pipeline.

Targeting comes first: industry market pages, 90,407 companies in pharma alone, and 3.3 million professionals you can filter by title, location, revenue, and funding, then save as a working list. From there, every decision-maker is a full profile with verified contact paths and an AI-assisted composer.

lbox.com/industries/pharmaSample data
Industries › Pharmaceutical Manufacturing
Pharmaceutical Manufacturing
Market intelligence. One platform to research companies, products, and professionals in this industry.
1B+products and suppliers indexed
90,407companies continuously monitored
3,323,800professionals
People1Industry: Pharmaceutical ManufacturingJob TitleLocationRevenue2Funding1Founded Year3
3,323,804 results↓ Save as Workbook
NameCompanyTitleLocation
Sarah OkaforPfizerKey Account ManagerNew Jersey, United StatesProfile
Henrik DahlNovartisDirector of OperationsBasel, SwitzerlandProfile
Priya RamanSun PharmaTerritory ManagerMumbai, IndiaProfile
Tomas SilvaAstraZenecaTechnical DirectorSao Paulo, BrazilProfile
Grace LiuTakedaQuality Assurance LeadBoston, United StatesProfile
Filter 3.3M professionals down to your buyers, save the list, work it as a campaign.
lbox.com/PersonDetailSample data
M
Maria Lindqvist saved
Business Unit Manager at Nordic Robotics AB
Malmo, Skane County, Sweden
LinkedInWebsiteAdd to listMessage
About

Maria Lindqvist is a Business Unit Manager at Nordic Robotics AB, operating at a senior level across product management and technical leadership in industrial automation. Her career shows sustained progression through R&D and portfolio roles.

Industry & Keywords
Automation Machinery Manufacturing
Cognitive RoboticsIndustrial RobotsMotion ControlRobot CalibrationPick-and-Place
Work History
Business Unit ManagerNordic Robotics AB · 2020 to current · Manager
Senior Product Portfolio ManagerIndustrial lifting group · 2016 to 2020 · Director
CTOSurface technologies company · 2005 to 2016 · C-Suite
New message — Maria Lindqvist
Subject Matter: Sales Inquiry
TOMaria Lindqvistmaria.lindqvist@nordicrobotics.se
Hi Maria,

I came across your work at Nordic Robotics on LBOX and wanted to reach out.

Would you have time for a brief conversation?

Best,
DraftSummarizeProfessionalShortenMore directWarmer
Preview➤ Send
Email pipeline
Sent124 pending threads
Engaged5warm prospects
Replied3Maria replied 2h ago
Won1order opened
Lost1closed out
Every thread moves Sent → Engaged → Replied → Won, tracked automatically
Every decision-maker is a full profile: verified contact paths, work history, and an AI-assisted composer.
04 · Sell

Close the transaction

Convert demand through shoppable pages built for trust and conversion. Support transactions directly on the page with account management, identity verification, fraud protection, and the operational layer required to complete commerce.

lbox.com/checkoutSample data
Checkout
Your Brand Heavy Duty Hooks, 24 pack$24.00
Card ending 4242. Buyer identity verified.
Buy now
Transaction protection
  • Funds released on delivery
  • Fraud screening on every order
  • Dispute mediation included
  • Order tracking and account management
The transaction closes on the same page AI cites.

One platform underneath all four moves.

Track your visibility

Monitor how products and brands appear across AI platforms, models, locations, campaigns, and product groups.

Understand your performance

Connect analytics and search performance data to understand how AI visibility influences traffic, clicks, and conversions.

Talk to your data

Ask questions and generate reports across visibility, analytics, and campaigns in plain English.

Built to transact, not just to rank.

The layer report tools stop at is where LBOX keeps going.

Shoppable pages

Conversion-ready buyer experiences on the same pages AI cites.

Transaction handling

Card payments with funds released on delivery.

Fraud protection

Order screening and dispute mediation are part of the rail.

Identity verification

Buyer identity checks happen before money moves.

Account management

Orders, messages, and buyer records in one operational surface.

Operational execution

The full layer required to complete commerce, not just report on it.

See how AI sees you. Free.

Drop in a product URL and get your AI visibility score in seconds. Then decide if you want the platform to fix it, publish it, promote it, and sell it.

LBOX · The complete system for AI commerce.