Gartner projects traditional search volume falling 25% by 2026 as buyers turn to AI assistants instead (source). CitationLoop reads your site the way those assistants do and tells you in plain English why you're being skipped.
New — we're early. See our research instead of a fake customer count.
No card, nothing to install.
“who does commercial roofing near San Francisco?”
Two names come up most often: Bay Point Exteriors and Peninsula Roofing Co.
Three names come up consistently: Bay Point Exteriors, Golden Gate Roofing, and Peninsula Roofing Co.
ILLUSTRATIVE EXAMPLE
A mocked-up scan, not a real customer result — we're new and don't have enough of those to average yet.
HOW IT WORKS
You paste your domain. We do the reading, the ranking and the watching — you get a short list of things worth fixing.
We read your site the way an assistant does, then ask the questions your customers actually type — across ChatGPT, Perplexity, Gemini and Copilot.
Not a 300-issue report. A ranked shortlist, each with the exact sentence or snippet to paste in. Most owners finish it before dinner.
Models get retrained and competitors publish. If you fall out of an answer, you get one short email: what changed, and what to do about it.
WHY THIS MATTERS NOW
Nobody clicks ten blue links to find a roofer any more. They ask once, get three names, and call one of them.
If your name isn't one of the three, the call never happens — and no dashboard you own today would tell you.
WHAT YOU GET
01 — THE AUDIT
The problem: you have no idea what ChatGPT says when someone asks for a business like yours. You can't fix what you can't see.
With CitationLoop: we run the questions your customers really ask, across four engines, and show how often you appear, what gets said about you, and who gets named instead.
MOST COMMON DESCRIPTION: “a local roofer” — NOT “COMMERCIAL”
Assistants skip businesses that dodge the price question. A range is enough.
02 — THE FIX LIST
The problem: every SEO tool hands you hundreds of “issues” and no clue which one changes anything.
With CitationLoop: a plain-English diagnosis of why you're being skipped — a crawler block, missing structure, or weak content — plus the specific pages and issues to fix first.
03 — THE WATCH
The problem: your name quietly falls out of the answer when a model updates or a rival publishes. Nobody tells you.
With CitationLoop: we re-ask your questions daily and track who takes your spot. One short email when it moves — plus a monthly brief on what to publish next.
You dropped out of 3 Perplexity answers
Peninsula Roofing Co. published a pricing page on Tuesday. Yours still has no numbers.
2 HOURS AGO
Gemini now cites /blog/roof-cost
First citation six days after you added the FAQ block we wrote.
YESTERDAY
Weekly summary sent
MONDAY 09:00
~0×
Visibility gap between household-name brands (~73%) and small/niche ones (~11%) across AI search engines, measured this year. [1]
0%
Of the real local-business sites we scanned have zero structured data — invisible to an assistant beyond raw prose. [2]
0 hires
Nothing to install, nobody to brief. You need a login and an afternoon.
PRICING
AUDIT
$0
One verified scan, delivered as a PDF. Work email required — no card.
WATCH
$49 /mo
Reserves this price for when monitoring ships. Billing starts today; full refund any time before launch — just email us.
Need more than one location? Talk to us — we'll work out multi-site pricing.
SEO STILL WORKS. IT'S JUST SLOW.
Rankings still matter, and they still take months to move. CitationLoop isn't a replacement — it's the part of the funnel that's urgent right now: getting named when someone asks an assistant today, not next quarter.
3 OF 12 — full study
We're new — we don't have customer testimonials to show you yet, and we're not going to invent any. Here's real output from our own research scan instead. Business names withheld by design; the pattern is the point.
This firm's robots.txt fully disallows GPTbot, ClaudeBot and Google-Extended — almost certainly an accidental side effect of a "block AI scrapers" setting. ChatGPT and Claude can't fetch this page at all, regardless of how good the content is.
One in three sites in our sample has zero structured data — no schema.org markup at all. An assistant has to guess what kind of business this even is from prose alone.
The best sites in our sample already open sections with a direct claim and a real number in the first sentence. Not every business does this yet — and per the latest research, it matters most once you're already being retrieved, not before.
Search used to send people to your website. Assistants answer instead, and only name a few businesses while doing it. AEO is making sure your site gives an assistant what it needs to name you — clear services, real prices, plain answers, and pages it's actually allowed to read.
No. Every fix is written as a sentence you paste in or a file you upload. If a fix needs a developer, we say so up front and give them the snippet — that's rare, usually one or two of the six.
We ask it. We run a few hundred versions of the questions your customers use, from different locations, and record which businesses get named and how yours gets described. Then we repeat it daily so you can see it move.
Honestly, we don't have enough customers yet to give you a real median — anyone who tells you an exact number today is guessing. Published research on the underlying content tactics (see our research page) shows a real effect, but time-to-citation depends on how often the model re-crawls your category. We'll publish a real number once we have enough customers to measure one honestly.
No — the opposite, usually. Clear pricing, straight answers and clean structured data are exactly what Google's own AI summaries look for too. Nothing we recommend is a trick.
You get the full audit and fix list as a PDF once we verify your work email — no card, whether or not you continue. Monitoring, competitor tracking and the monthly content brief are the paid part.
So the report goes to someone who actually owns the site, not a competitor doing recon. We ask for an email on the same domain you're scanning — personal addresses like Gmail or Yahoo won't unlock the PDF. It takes five seconds and we don't require a password.
Enter your site, verify your work email, and we'll email you the full PDF audit. Most owners are surprised — usually not in a good way.
WORK EMAIL REQUIRED · NO CARD · CANCEL WHENEVER
Enter your site and work email, and we'll email the full PDF audit to your inbox.