Managed Revenue Recovery
Find your organic sales lost to AI search. Then win them back.
When AI search answers your buyers, some of those buyers go to a competitor and never reach your site. LBOX puts a dollar figure on those lost sales, fixes the causes and reports what comes back every month.
Measured across AI search
Perplexity
Gemini
Google AI
Claude
Copilot
Meta
DeepSeekGrok... and moreWhat is happening to your sales
Your traffic fell, your pipeline followed, and you are losing sales every month.
Your buyers still search. AI search answers them first, hands them a shortlist and tells them what it believes about you. Each month that continues, the sales go somewhere else and nothing in your analytics says where.
“Our traffic fell and nobody can explain it.”
fewer clicks on Google searches that open with an AI answer. Seer Interactive, 2025
68% of Google searches in the US now end without a click to any website. SparkToro, 2026
Google answers the question on the results page, and the buyer never reaches your site.
The organic sales you spent years earning stopped arriving.
“Our buyers are going to competitors.”
of B2B buyers now use AI assistants in their research before they buy. 6sense, 2025
44% of people who use AI search call it their first stop. McKinsey, 2025
A buyer asks AI search what to buy and gets a finished shortlist. If you are missing from it, the sale is gone before your site loads.
Every shortlist you are missing from is a sale that went to someone else.
“AI search is telling buyers the wrong thing about us.”
of enterprises will invest against AI-powered disinformation by 2027, up from under 5% today. Gartner, 2025
Gartner calls AI-powered disinformation a brand risk marketers cannot ignore. Gartner, 2026
It quotes a price you do not charge, a product you discontinued or terms you never offered. Pages it cannot read get passed over entirely.
A wrong price loses the sale. A page AI search cannot read never makes the list.
Every one of these is money leaving your business. See how much in about 30 seconds.
Calculate my lost revenueThe scale
searches and prompts a day now end in an AI answer.
Google handles about 13.7 billion searches a day (Ahrefs, 2026), and about half now open with an AI answer (McKinsey, 2025). ChatGPT alone handles 2.5 billion prompts a day (OpenAI, 2025).
Your buyer already has a shortlist
Eight brands named. Is yours one of them?
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.
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.
Where the money goes
Five ways you lose sales to AI search
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.
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.
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.
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.
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 revenueSee 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.
You against the field, engine by engine
unbranded questions| Brand | Gemini | AI Overviews | OpenAI | Perplexity | Claude | ChatGPT |
|---|---|---|---|---|---|---|
| Fernwood Bakehouseyou | 42.9% | 25% | 25% | 17.9% | 17.9% | 0% |
| Fiber One | 31% | 38% | 22% | 29% | 14% | 41% |
| KIND | 27% | 33% | 19% | 24% | 11% | 36% |
| JoyFoodSunshine | 18% | 12% | 9% | 21% | 6% | 15% |
| The Only Bean | 11% | 8% | 6% | 14% | 4% | 9% |
The method
What goes into your number
Five sources, gathered live in about 30 seconds. When you start the program, we connect your analytics and replace the estimate with your measured numbers.
- 1
Your business and your market
Company records and market data on businesses like yours, so there is nothing to fill in.
- 2
What AI search tells your buyers today
We put the questions your buyers ask to every AI search engine in the test at once, record who each one names and cites, and check every answer about you against your own site.
- 3
What Google shows for the searches your buyers make
Whether an AI answer sits on top, whether it cites you, and where Google sends the buyer instead.
- 4
How much of your site AI search can use
We read your pages the way AI search does and flag the ones it cannot use.
- 5
How AI search answers change buying
Current research on how often AI search answers appear and what they do to clicks and purchases.
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.
The worklist
24 problems, by who can actThe 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.
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.
Visibility over time
every measured runEvery 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.
Built for how you sell
The price
Priced below 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
Half-off introductory price for a 90-day program.
Start Revenue RecoveryLarger 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.