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4FRNT LABS · THE FREE AI BUSINESS SCAN

FIND WHAT’S COSTINGYOU CUSTOMERS.

Find the gaps in your website, Google presence and customer journey. Get the evidence and a practical next move, free. Then choose how much help you want making it happen.

Website or Instagram. Free findings. No sign-up or sales call.
See what you get
  • 0false claims in the latest test
  • 71real business websites tested
  • 178findings proven true
  • Oct 12, 2026latest run
How it is tested
THE REPORT

Every finding shows its source. So does everything it could not check.

This is the report format, filled in for a fictional HVAC company. A finding measured on your own pages says so, and says where. A surface the scan could not read is listed as unread, never counted as missing.

4FRNT · The Scan ReportExample · fictional business
Summit Comfort Heating & Air
HVAC · Phoenix, AZ · summitcomfort.example
The diagnosis · 2 findings, by evidence
01

No online booking on the pages we read

criticalmeasuredpages read: no booking link or tool

Anyone who wants to schedule has to get in touch and wait to hear back, and the ones who will not wait book whoever lets them tap "book" instead. Fix: put a one-tap booking link where visitors first land.

02

12 Google reviews and nothing on the site set up to ask for more

highmeasuredGoogle: review count; pages read: no review ask

Fresh reviews are what turn a local search into a booked customer. Fix: turn on a steady review ask after every visit.

What was checked
  • Your websitechecked3 pages read
  • Google Business Profilecheckedrating and review count from Google (4.8 stars, 12 reviews)
  • Local peerscould not checkno local comparison ran on this scan
  • AI answer checkcheckeda live answer-engine sample ran; the result is quoted in your competitive shape
  • Social profileschecked2 linked profiles read
  • AI-written findingsnot applicablenot included. Findings here were measured on your pages or taken from Google; the one estimate, AI-search readiness, is labeled as an estimate

No finding is ever made about a page the scan could not read.

WHAT THE SCAN CHECKS

What a customer tries to do on your site, checked on your own pages.

The scan checks readable website content, available Google data, public reviews, and sampled AI answers. You get up to four findings, the evidence behind them, and what to check or improve next.

BOOKING LINKis the next step clear?
GOOGLE PRESENCEwhat can we confirm?
REVIEW REQUESTis there a public ask?
AI SEARCH SAMPLEwhere were you named?

Example checks, not results from a client. Your report separates observed facts, inferences, and checks the scan could not complete.

TESTED ON REAL BUSINESSES

Tested against 71 real businesses. Zero false claims in the latest run.

Every rule the scan uses is replayed against frozen copies of 71 real business websites. A change that tells one owner something false fails the test.

How the test works

The 71 sites are therapists, dentists, HVAC and plumbing companies, roofers, salons and restaurants. Each page was labeled from what a visitor actually sees, blind to the scan’s answer, and a second labeler redid 12 sites at random: they agreed on 150 of 156 facts.

What counts as a false claim

Telling a practice it has no online booking when its page has a Request an Appointment button. Saying a phone number is missing when it sits in the footer. The previous version of the scan made 38 claims like these on the same 71 sites. This one makes none: when the page suggests something exists, the report says what it saw and makes no claim either way.

71
real business websites tested
0
false claims in the latest run
178
true findings kept
150/156
facts two labelers agreed on

Latest run: October 12, 2026. Every finding the report shows comes from these measured checks or from Google, plus one labeled estimate of AI-search readiness. AI-written findings stay out of the report until they pass the same test; the consultant’s suggested moves are AI-written from these measured facts and labeled as advice.

AFTER THE SCAN

Choose how much help you want.

Start with the free findings. Keep it self-serve, get reviewed work, or bring us in to run the implementation.

01

THE SCAN

FREE
$0ALWAYS
  • Up to four specific findings
  • Evidence and a practical next step
  • No sign-up or card
What is included

Up to four specific finds, each named in real terms, plus the plan to fix them. Take it and run. No catch: the scan is our demo.

02

THE POCKET SCAN

SELF-SERVE
$39/MOFOUNDING RATE
  • A fresh scan of your business every month
  • An email on what changed, plus a scoreboard
  • Self-serve: chat with your scan, no done-for-you work
What is included

The scan stays on the job. A fresh read every month across everything it watches: verified rating and reviews, booking, email capture, review ask, named SEO basics, social following, your standing against the local median, and whether AI search names you. Every re-scan emails you what moved, and any confirmed regression leads the email. Software only; human deliverables live at The Factory.

04

White Glove

APPLICATION ONLY
PER ENGAGEMENTBY APPLICATION
  • We plan it and do the hands-on work
  • Your site, ad campaigns and the systems behind them
  • Scope and price agreed together first
What is included

We run it: site, socials, ads, the review machine. Senior work only, by application.

The Factory and White Glove carry the guarantee, in writing: the deliverable, the ship date, and the number it moves, agreed before any work starts. The Pocket Scan is software, month to month. Miss the date and that month is on us.

The full terms

Before any paid work starts, we agree in writing on the exact deliverable, the ship date, the one number it is meant to move, how that number is measured and from what baseline, and what you do on your side (answer the leads we send, keep the offer live).

Miss the ship date and that month is on us. If that number has not moved after 60 days of shipped work and you held up your end, month three is free.

Things outside our control (a price change, a staffing gap, a slow season) are named up front and sit outside the guarantee, not sprung on you after.

Online checkout opens soon. Until then, Get started opens an email to us and we set you up by reply.

Founding rates hold for the first 44, in writing. The rate is low because the trade is honest: you get the price, we get our first published case studies. No sales scripts.

QUESTIONS

What owners ask before they scan.

What does the 4FRNT scan actually check?

Six surfaces, one pass: your website and positioning, your Google presence, your reviews, your booking path, your local competitors, and how easily AI search can read and cite you. That last one is a structural read of what AI crawlers can see on your site, plus, when the live check runs, a few versions of a customer's question put to Perplexity to see whether it names you. Then it names up to four gaps worth fixing, explains why each one matters, and hands you the plan to close them. If it finds nothing material, it says so, and the report lists what it could not check.

Is the scan really free?

Yes, free forever, with no card and no sign-up. The scan is our demo, so it has to be good enough to earn the paid work. You keep the finds and the plan and can act on them however you like. If the numbers make sense, there is a ladder of paid plans after it.

How do I know the findings are accurate?

Every finding traces to something the scan saw on your public presence or something you told us. If the scan could not read your site, it says so and makes no claim about what is or is not on your pages. If a detail needs your input, the scan asks instead of inventing it. A clean business can get a report with nothing material found; the report always lists what was checked, what could not be checked, and what did not apply to your kind of business. Every finding in the report is measured, from your pages or from Google, so you can check each one yourself in seconds; the one estimate, how readable your site is to AI search, is labeled as an estimate. The scan does not show findings an AI wrote on its own: tested against 71 real businesses, those were wrong too often, so they stay out until they pass the same test. After the findings, an AI consultant suggests a few moves using only those measured facts; they are labeled as advice, because in blind tests on the same businesses 85 to 92 percent were right in every detail. The full house rules are on our About page.

What does 4FRNT cost after the free scan?

The Pocket Scan is $39/month, all self-serve: a full re-scan every month across everything the scan watches (verified rating and reviews, booking, email capture, review ask, SEO basics, social, your standing against the local median, and your AI-search readiness), an email after every re-scan where any confirmed regression leads, the portal scoreboard, and up to 50 scan-chat messages a month. The Factory is $399/month: four human-reviewed content and creative drops every month, one a week, starting in month one, plus three implementations we do for you early on: we wire your booking path, repair your Google Business Profile, and set up reviews (for a therapy practice, a quiet review link and safe replies, never asking clients). We record the evidence for each of those setups (what we changed, and where) and show it to you, because a public scan cannot prove that a booking works or that a review ask goes out. Your monthly scan keeps tracking the public signals it can see, so you can watch those move. White Glove is application only and priced per engagement, because the right number depends on the business and the scope; we set it with you before anything is billed. That is the tier where we do hands-on work on the parts we agree to own, such as your site, socials, ads, or reviews. Monthly plans are month to month, cancel any time.

What is AI visibility and why does it matter?

More people now ask an AI assistant, such as ChatGPT or Google's AI Mode, for "the best [business] near me" instead of scrolling a list of links. The answer names a few businesses, and an engine can only name one it can find and read. The scan checks how easily AI answer engines can read and cite your site and shows how to fix what it finds. When the live check runs, it also asks Perplexity a customer's question a few ways and shows whether you were named. It does not check ChatGPT or Google's AI answers directly.

GO FINDYOUR CUSTOMERS.

Free forever. Your numbers, your plan, yours to keep. If the scan finds nothing worth fixing, it cost you nothing.