2 months free annual plan. Get Growth Access

Win Audience Zero

Human visits may fade. Revenue does not have to.

Before any buyer sees your brand, Audience Zero has read it: the engines and agents that study everything about you and decide who gets recommended. The buyers they send arrive later, already decided. LBOX.com wins Audience Zero for you and counts the revenue it brings back.

About 30 seconds. No login and nothing to share.

Example report

Revenue at RiskExample report
-$18,500per month
1
Search traffic lost to AI answers
$3,200
2
AI search quoting wrong prices and specs
$1,900
3
Buyers sent to competitors
$9,400
4
Pages AI search cannot read
$2,600
5
Paying for traffic that used to be free
$1,400

Measured across

ChatGPTPerplexityPerplexityGeminiGeminiGoogle AIGoogle AIClaudeClaudeCopilotCopilotMetaMetaDeepSeekDeepSeek... and more

“Our traffic fell and nobody can explain it.”

Clicks fell 23%. Your reports cannot say why.

2024per 100 searches
41.5
Early 2026per 100 searches
32

Grey track: 100 searches. Filled: searches that sent a click.

SparkToro clickstream (Datos 2024; Similarweb Jan to Apr 2026), via Search Engine Land, Jun 2026.

93
of 100 never click a link

They make the decision inside the answer.

Google AI Mode sessions. Semrush clickstream, 69M US desktop sessions, Jul 2025.

Where the clicks went

Win Audience Zero. Win the revenue.

LBOX.com wins the engines, owns the second search, and shows you the revenue it brings back.

  1. 01Audience Zero
    the whole fieldevery major AI enginethe shortlist

    The engines decide first.

    Every major AI engine reads the field and builds a shortlist before a buyer arrives.

  2. 02The buyer
    100 buyers askthe answer93 decide in the answer7 click

    The buyer decides in the answer.

    93 of 100 leave the answer with a name. Only 7 click a link.

  3. 03The second search
    the pickleft outdays latera search for the name9.74.3visits per 100 buyers

    The pick gets the visit.

    Days later the buyer searches that name. The pick gets 2.3 times the visits.

Separate studies. Stage 2: Semrush clickstream, Google AI Mode, 69M US desktop sessions, Jul 2025. Stage 3: Similarweb opted-in US desktop panel, visits within 7 days of a ChatGPT recommendation, Jul to Dec 2025.

Why being named matters

Named brands get 2.3x the visits.

A #1 ranking under an AI Overview earns 2.6 clicks per 100. The same brand, named in the answer, gets about 10 visits.

Named in the answer
9.7
Left out
4.3

Visits to the brand's site within 7 days, per 100 people shown the answer.

Similarweb opted-in US desktop panel, Jul to Dec 2025, six brand pairs, reported Jun 2026. Ranking figures: Ahrefs, Mar 2025.

And they buy

The buyer who comes back has already decided.

AI-referred retail visits went from converting 49% worse than other traffic to 60% better in eighteen months.

-49%
Jan 2025
+60%
Jul 2026

Adobe Digital Insights, 1 trillion+ US retail visits.

What your buyer sees

Your buyer already has a shortlist

One category question, no brand named, and the model returns a finished list with the sources behind it. Every brand on it was chosen before your site was ever opened.

Those places are earned from public sources
Which is exactly why the list can be changed, and we measure it moving
SEARCHED THE WEB

The ones worth buying, split by what “naturally sweetened” usually means.

Sweetened with dates, maple, honey or coconut sugar

Emmy’s Organics — maple syrup and agave, vegan and gluten-free.

Base Culture — honey and dates on an almond flour base.

Simple Mills — coconut sugar, widely stocked in regular grocery.

Purely Elizabeth — grain-free, coconut sugar, easy to find.

Sweetened with monk fruit or allulose

Catalina Crunch — sandwich cookies, monk fruit and erythritol.

Munk Pack — allulose forward, soft baked.

Lakanto — monk fruit throughout the line.

HighKey — mini cookies, good portion control.

Sources: 11 Healthiest Cookies, Store-Bought Cookie Guide, Best Cookie Brands According to Dietitians

Where the money goes

Five ways you lose sales to AI search

1

Your search traffic dropped. Here is what it cost you.

AI search answers the question on the results page and the click never comes.

How we measure it: Search Console pages where impressions held steady and clicks fell.

The fix: Agent Pages, answer-ready content and the evidence program.

2

AI search is quoting a price you do not charge.

Assistants give buyers wrong prices, specs, stock or policies.

How we measure it: We ask the assistants about you and check each answer against your site.

The fix: Agent Pages carrying verified facts, on your site and on LBOX.

3

When buyers ask AI search what to buy, it names someone else.

Category questions return a competitor and leave you out.

How we measure it: We ask the questions your buyers ask and count who gets named.

The fix: Content and evidence built around the questions you lose.

4

AI search cannot read your product pages.

Pages depend on scripts, so AI search sees little or nothing.

How we measure it: We read your pages the way AI search does and measure what comes through.

The fix: Agent Pages: a clean, readable version of every page in scope.

5

You are paying for traffic that used to be free.

Ad spend rises to cover lost organic clicks, often on your own brand name.

How we measure it: Search ad spend on your brand name and category terms, year over year.

The fix: Recover organic and AI search referrals, then pull spend back.

Each one has a dollar figure. Get yours in about 30 seconds.

Calculate my lost revenue
Who is taking your buyers

See where each sale goes, engine by engine

You and every competitor, measured on the same buyer questions across every AI search engine. Each light cell is a buyer being sent somewhere else.

Ranked against the brands the engines actually named
One view across every engine, never one or two

You against the field, engine by engine

unbranded questions
BrandGeminiAI OverviewsOpenAIPerplexityClaudeChatGPT
Fernwood Bakehouseyou42.9%25%25%17.9%17.9%0%
Fiber One31%38%22%29%14%41%
KIND27%33%19%24%11%36%
JoyFoodSunshine18%12%9%21%6%15%
The Only Bean11%8%6%14%4%9%
Read across a row for one brand, down a column for one engine. Fernwood leads on Gemini and is absent on ChatGPT.
How it gets fixed

Every loss becomes work that ships

Findings arrive as a worklist sorted by who can act: what we write, what needs your approval, what needs your engineers.

Scored against your category rules, never a generic checklist
Nothing publishes without your sign off

The worklist

24 problems, by who can act
7 LBOX can do5 needs your decision12 needs server access
avg #3.5
1Fernwood Bakehouse
2Fiber One
3KIND
4JoyFoodSunshine
5The Only Bean
6NuGo
#1 top of answer#6
Seven need nothing from you at all. Ranked position is shown against the brands the engines actually named.

The Revenue Recovery program

What we do about it

Fix the causes

Agent Pages give AI search a clean, readable version of every page in scope, on your site and on LBOX. Wrong facts are corrected at the source. Content and evidence are built around the questions you lose.

Measure every month

The same buyer questions, the same searches and the same pages, retested monthly, so you see what moved and what did not.

Report the money

A Revenue Recovered report each month against your day-one baseline, in dollars, with the evidence behind each line.

A person runs it

A named specialist owns your program, reviews every page before it goes live and meets with you on a schedule.

Watch it come back

The sales you win back, on the record

Every monthly run is stored against your day-one baseline, so the recovery shows up as a line you can take to the board.

The same buyer questions every month, so the comparison is fair
A Revenue Recovered report with the evidence behind each line

Visibility over time

every measured run
Visibility score35.7%-8.9%
0%11.3%22.5%33.8%45%2026-08-172026-08-172026-08-182026-08-182026-08-192026-08-23

Every run is stored, so the line lengthens each cycle and the movement you paid for is on the record.
What you see every month

Every answer, every source, one screen

The same dashboard your program runs on: who AI search names, which sources it trusts, and how each topic reads. It is where the monthly Revenue Recovered report comes from.

Fernwood BakehouseLIVEVerified 23 Aug 2026 · 700 answers
BasisUnbranded onlyModelsAll modelsTopicAll topics196 of 700 answers
Visibility21.9%43 of 196 unbranded answers
Share of voice9.7%25 of 259 brand mentions
Owned citations14%140 of 1000 sources
Avg position#3.5on 106 of 196
Models7measured here

Top brands by visibility

every brand the engines named99 brands
Visibility score35.7%-8.9%
0%23%45%2026-08-172026-08-172026-08-182026-08-182026-08-192026-08-23
Visibility rank#1of 99
1Fernwood BakehouseYou12.8%
2Fiber One11.2%
3KIND9.7%
4JoyFoodSunshine6.6%
5The Only Bean5.1%
6NuGo4.6%
You rank #1 of 99 brands named in answers to your own questions.

Visibility

across AI engines21.9% overall
0%11.3%22.5%33.8%45%42.9%Gemini25%AI25%AI25%OpenAI17.9%Perplexity17.9%Claude0%ChatGPT
43 of 196 unbranded answers name Fernwood Bakehouse.

Sources

which domains the engines cite1000 citations
fernwoodbakehouse.com140×
reddit.com62×
verywellhealth.com48×
walmart.com37×
target.com31×
eatingwell.com
youtube.com
organicbasicfood.com
140 of 1000 citations are on a domain the brand controls.

Sentiment

by topic, negative and positive counted separately4 topics
NEGATIVE FRAMINGPOSITIVE FRAMING0020204040Taste and texture638Ingredients527Value for money1421Availability199two instruments, never summed · 0–40 each side
Two measurements, never averaged into one score.

Built for how you sell

The price

A fraction of what you are losing

You see your number before you pay anything. If the program would cost more than the revenue at risk, we will tell you, and point you to monitoring instead.

  • 90-day program with a named person running it
  • Every page in scope readable by AI search, on your site and on LBOX
  • Wrong facts corrected and rechecked
  • Day-one baseline and a monthly Revenue Recovered report

Managed Revenue Recovery

$998$499a month

Half off, and your price is locked in for life.

Billed for the 90 days at checkout. After day 90, Managed Recovery Maintenance keeps it running at the same $499 a month for as long as you stay.

Start Revenue Recovery

Larger catalogs and several brands are scoped on the kickoff call.

The promise

Done by day 90, or we keep working at no charge.

We guarantee the work we control: every page in scope live in a version AI search can read, every wrong fact we find corrected and rechecked, a baseline on day one and a Revenue Recovered report every month.

We do not claim to control what AI search says. We control the fixes, the measurement and the report, and we put all three in writing.

Questions

It is an estimate, and every part of it traces to something real. We run the searches your buyers make on Google today and record whether an AI answer sits on top. We put the questions your buyers ask to every AI search engine in the test and save each answer, word for word, with the sources it cited. We read your pages the way AI search does. The rates that turn those findings into dollars come from published research by Pew, McKinsey and Salesforce. Nothing is invented, and your report lets you read the actual answers behind every line. Then the first thing the program does is connect your Search Console and GA4, so the estimate is replaced by a baseline measured from your own traffic and sales, and every monthly report is measured against it.

How many sales are you losing to AI search?

Two fields. About 30 seconds. The number and the evidence behind it.

About 30 seconds. No login and nothing to share.