How it works
Why AI ignores your website. And what actually fixes it.
The mechanism behind Outrigger, straight through: what AI engines read, what our research proved moves them, and exactly what runs when you switch it on.
Buyers moved. The interface changed. The inputs changed with it.
When someone asks ChatGPT “who’s the best [your category] in [your city],” the model doesn’t rank pages. It composes an answer from sources it trusts: review platforms, directories, entity databases, editorial mentions, and yes, sometimes your site. Two or three businesses get named. Everyone else is invisible.
Our research put a number on it: 65.9% of businesses are invisible to AI (n=1,004; confirmed across n=2,729).
The mechanism
The hull and the outrigger.
A thousand years before GPS, Polynesian wayfinders crossed 2,500 miles of open Pacific in canoes Europeans wouldn’t take past the reef. Not because their hulls were better. Because of the outrigger: a second structure riding beside the hull that made the craft nearly impossible to capsize.
Here’s what that has to do with your revenue. When a buyer asks AI who’s best, the answer isn’t assembled from your homepage. It’s assembled from everything else the internet says about you: reviews, press, directories, entity records, third-party mentions. That off-site structure is your outrigger.
Most businesses are paddling a bare hull and wondering why they capsize in AI answers. Outrigger builds the structure that keeps you upright where buyers actually are. That’s why your SEO retainer hasn’t fixed this. It can’t.
The evidence
Signals, ranked. Not guessed.
We ran the two largest controlled studies in generative engine optimization. Study one scored 1,004 businesses across every major engine and established the invisibility baseline. Study two decomposed the off-page signals across 2,729 businesses and ranked their predictive weight:
1
Entity foundations
Canonical business data across directories, databases, and knowledge panels. The #1 off-page predictor.
2
Review velocity
Fresh, steady reviews outperform old five-star piles.
3
Editorial citations
Third-party mentions in real publications.
4
On-page citability
Structured, quotable pages: schema, llms.txt, extractable answers.
Outrigger executes them in that order. Nothing exotic. Just the signals that measurably matter, run relentlessly. Read the published research →
There are three kinds of help out there. Two leave you exactly where you started.
IF
Monitoring tools
Dashboards that track your mentions across AI engines. Genuinely useful, right up until they hand you a beautiful chart of your own invisibility. Monday comes. The chart looks the same. The “now what” is your problem.
HOW
Consultants & agencies
A strategy deck, a checklist, a retainer. The to-do list is yours to execute. $1,500–3,000 a month, for the advice alone.
DONE
Outrigger
The entity records get synced. The review campaigns run. The citations get placed. The pages get made quotable. Every day, Navigator proposes the single highest-leverage move; you approve in one click; it executes; Sonar verifies it showed up in the actual answers.
A scoreboard never won a game. Keep your monitoring tool if you love it. It’ll confirm our work is working.
The system
What actually runs.
01
Scan (minute one).
Paste your URL. Outrigger builds a brand brief, derives your keywords and competitors, writes monitored prompts, and runs your first audit. About 90 seconds, start to finish.
02
Sonar (every day).
Sweeps ChatGPT, Perplexity, Gemini, and Google AI with your buyers' real questions. Keeps the verbatim answers. Charts your Share of Model™ against named competitors. Fires an alert the day anything shifts.
03
The build (weeks 1–8).
Entity record synced everywhere AI reads. Review campaigns launched. Citation gaps identified and filled deliberately. Pages rewritten for citability. Every action logged, every draft held for human approval where it matters.
04
Navigator (forever).
Each morning it studies your position, ranks the available moves by measured lift across every business on the platform, and proposes exactly one. You approve in a click. It executes and Sonar verifies the result. The longer it runs, the smarter its choices get.
Receipts, not vibes.
Your dashboard holds the verbatim AI answers, the Share of Model™ trend, every executed action, and a branded monthly report that reads like a record, not a pitch. When your visibility moves, you’ll know what moved it.