Case studies · measured, not modeled

Every claim comes with a receipt.

The exhibits below are real measurements of real businesses in our measurement fleet, anonymized to trade and region. Every row carries the date it was read. Where a business is still losing, the row prints in red, because a record that only shows wins is not a record. Review text is never quoted: ratings and counts only.

The exhibits

The register · real fleet measurements
Exhibit A · the AI record

What the AI answer engines already say

A real junk removal business in southeast Washington, measured 2026-08-06 to 2026-08-17.

Two AI reads eleven days apart, with the review sweep beside them. The green rows are won. The red rows are not, and they stay on the page because they are next month's work, not a footnote to hide.

  • 2026-08-06

    First AI read: the answer engines named this business in 18 of 33 answers that day.

    measured
  • 2026-08-17

    Latest read: named in 10 of 23 answers.

    measured
  • 2026-08-17

    8 new Google reviews in 8 days: 5.0 across 135, up from 127 on 2026-08-09.

    measured
  • 2026-08-17

    Still behind: in 309 answers read since 2026-08-06, the engines cited this business's website 0 times.

    still behind
  • 2026-08-17

    Still behind: in the pack at 2 of 81 grid corners on the head search.

    still behind
measured ✓
Exhibit B · the map

The map told the truth

A real pest control business in central Mississippi, measured 2026-08-17.

The first full sweep put numbers where guesses were. Most of the rows are red. That is what makes the green one believable.

  • 2026-08-17

    The 81-point scan found this business in the pack at 1 corner of 81 on its best search; 71 corners never showed it at all.

    still behind
  • 2026-08-17

    This week it appeared in 0 of 377 tracked searches.

    still behind
  • 2026-08-17

    The AI engines named this business in 70 of 355 answers this week; the market leader was named 274 times.

    still behind
  • 2026-08-17

    Change-watch logged 7 competitor page changes this week, each with the date it was caught.

    measured
measured ✓

Competitors are never named on this page; real names live only inside the logged-in product. How every number is made →

Example website layouts

A sample of the range, across trades.

Each tile below is an example of a theme and style pairing our engine can produce. These are example layouts, not live customer sites, shown to convey the range honestly.

Bold · Forest
RoofingExample layout
Clean · Slate
PlumbingExample layout
Modern · Pine
HVACExample layout
Warm · Gold
ElectricalExample layout
Calm · Stone
LandscapingExample layout
Vivid · Clay
CleaningExample layout
Solid · Forest
ConcreteExample layout
Crisp · Slate
RemodelingExample layout
Rich · Gold
PaintingExample layout
Fresh · Pine
Pest controlExample layout
Bold · Clay
Garage doorsExample layout
Quiet · Stone
FencingExample layout

Every label above is an example pairing. Your actual theme, style, and hero layout are chosen for your trade and brand during the build.

See our reports

The reports, exactly as customers get them.

Real reports on a real business, not mockups. Open the samples below, then get yours from the free website grade page.

Get your own report →

Your own record

Start your own file. It is free.

The free grade reads your business the same way: real searches, real answers, dated. Whatever it finds, you keep the record.