AI Search Engine Optimization

AI SEO Case Studies

Here are some samples of our client’s records with dated Google measurements from the daily tracking behind each engagement powered by Rank Intelligence Engine: a special education law firm ranking statewide across California, a cell tower lease consultancy serving property owners nationwide, a paint protection film specialist in England, a family law firm in Montana, a mobile outboard repair business in Fort Lauderdale, a wellness spa in Montana, and a bathtub reglazing business in Los Angeles. Every figure is a seven-day average at both ends of its window, measured on the same tracked terms, so no record rests on a single day.

How to read these SEO case studies

Each record names the business by what it does and where, not by name. The window is the period measured; the start and end figures are seven-day averages of daily rank checks so that one unusual day cannot flatter or hide a result. Google’s organic results and its map pack are reported separately because they move for different reasons, and for the map pack only the three positions that actually appear in Google’s map results are counted: a map-pack position below third is not visible to a searcher and is not counted here. Map results also depend on where the searcher is standing: a business ranks most easily right around its own address, so where a record was measured a long way from the business’s base, the distance is stated, because that is the hardest kind of map-pack or local result to earn. Where a set of terms did not improve, the record says so. Rankings vary over time and by search conditions, and none of these records measures AI citations, inquiries or revenue.

A cell tower lease consultancy serving property owners nationwide

In January 2026 this consultancy was invisible where its clients look: none of its 39 tracked terms sat in Google’s top ten, and the average position across them was 82.8. The site carried a large footprint of low-quality inbound links and no clear entity record for the engines to trust. The work addressed the authority profile first, then the pages themselves.

GOOGLE ORGANIC · 83 TRACKED TERMS

Organic terms in Google’s top ten

0Jan 21–27, 202630Aug 31–Sep 6, 2026

Zero top-ten rankings in January; 30 organic terms in the top ten by September, 12 of them in the top three and 6 at first place.

Seven-day averages · 39 terms tracked in January, 83 in September

MAP PACK · 47 TRACKED TERMS

Terms holding a map-pack position

43of 47 in the 3-pack33of those at #1

In the week of August 20–26, 2026, 43 of the consultancy’s 47 tracked map-pack terms held a position in Google’s three visible map results, 33 of them first.

Seven-day averages · week of Aug 20–26, 2026

The 39 organic terms tracked since January moved from an average position of 82.8 to 25.0, and 14 of them now sit in the top ten. Examples of terms that reached the top three:

Term Jan 21–27, 2026 Aug 31–Sep 6, 2026 Surface
cell tower lease consultants not in top 100 1.1 Google organic
telecom towers consultants not in top 100 1.0 Google organic
cell tower lease consultant near me not in top 100 1.0 Google organic
cell phone tower lease consultants not in top 100 1.3 Google organic
cell tower lease buyout — 1.0 Map pack, week of Aug 20–26
cell tower lease agreement — 1.0 Map pack, week of Aug 20–26

A paint protection film specialist in England

A detailing business whose customers search by product and by town, and whose first calls come from Google’s map results. The engagement began with a complete assessment of the site and its off-site footprint, a keyword map that gave every product and area its own page, and the signals the map pack weighs. The five-week window runs from the start of tracking to the most recent week.

MAP PACK · 123 TRACKED TERMS

Terms in the visible 3-pack

64Jul 30–Aug 5, 2026108Aug 30–Sep 5, 2026

Terms holding one of Google’s three visible map positions rose from 64 to 108 of 123 in five weeks.

Seven-day averages · same 123 terms

MAP PACK · FIRST POSITION

Terms at #1 in the map pack

8Jul 30–Aug 5, 202675Aug 30–Sep 5, 2026

Terms averaging first place in the map pack rose from 8 to 75 over the same five weeks.

Seven-day averages · same 123 terms
Term Jul 30–Aug 5, 2026 Aug 30–Sep 5, 2026 Surface
uv paint protection 44.6 1.0 Map pack
satin ppf 32.9 2.3 Map pack
carbon fibre ppf 30.3 1.0 Map pack
colored ppf 30.3 1.0 Map pack
clear protective film for cars 17.0 1.0 Map pack
paint protection film ppf 16.4 1.0 Map pack
ppf camberley not in top 100 2.0 Google organic
paint protection film surrey not in top 100 3.0 Google organic

A family law firm in Montana

A firm competing for family law, divorce, child support and protective-order searches in a small, contested market, where the map pack decides most first calls. This record covers the firm’s 70 map-pack terms across a year of daily tracking.

MAP PACK · 70 TRACKED TERMS

Terms in the visible 3-pack

4Sep 18–24, 202553Mar 7–13, 2026

Four of 70 terms held a visible map position in September 2025; 53 did by March 2026, and the firm still held 43 in the most recent week, August 31 to September 6.

Seven-day averages · same 70 terms

MAP PACK · FIRST POSITION

Terms at #1 in the map pack

0Sep 18–24, 202520Mar 7–13, 2026

No term averaged first place in September 2025; 20 did in March 2026, and 17 in the most recent week.

Seven-day averages · same 70 terms

Stated plainly: over the same year the firm’s positions in Google’s organic results for the same terms softened while the map pack improved. This is a map-pack record and is presented as one.

Term Sep 18–24, 2025 Aug 31–Sep 6, 2026 Surface
bozeman divorce lawyer 8.4 1.0 Map pack
bozeman divorce lawyers 9.7 1.3 Map pack
bozeman divorce attorney 7.1 1.4 Map pack
divorce and family law attorney near me 10.7 1.7 Map pack
divorce lawyers bozeman 7.6 1.7 Map pack
family law bozeman 7.6 2.1 Map pack
family lawyer bozeman 8.4 2.3 Map pack

A mobile outboard repair business in Central Florida

Customers of this business need to recognize the specific repair they want and whether mobile service is available, and the site’s own pages had been competing with each other for the same searches. The engagement identified which pages were switching in and out of Google for the same terms and gave each search one page to own.

Distance matters here. The business is based in Pembroke Pines, about 19 miles in a straight line from the Fort Lauderdale search point where every position below was measured. A map-pack position earned that far from a business’s own address is the hardest kind there is, because Google’s map results favor whoever is closest to the searcher.

GOOGLE ORGANIC · 68 TRACKED TERMS

Organic terms in the top three

0Aug 1–7, 202610Aug 31–Sep 6, 2026

No organic term averaged a top-three position in the first week of August; ten did five weeks later, and terms in the top ten rose from 25 to 32.

Seven-day averages · same 68 terms

MAP PACK · 58 TRACKED TERMS · MEASURED 19 MILES FROM BASE

Terms at #1 in the map pack

2May 28–Jun 3, 20269Aug 31–Sep 6, 2026

Terms averaging first place in Google’s map results rose from 2 to 9, and terms in the visible 3-pack from 5 to 12.

Seven-day averages · same 58 terms
Term Start of window Aug 31–Sep 6, 2026 Surface
outboard boat motor repair near me 29.4 (Aug 1–7) 2.3 Google organic
outboard motor mechanic near me 15.9 (Aug 1–7) 3.0 Google organic
outboard mechanic 12.9 (Aug 1–7) 2.0 Google organic
mobile outboard mechanic near me 9.6 (Aug 1–7) 2.3 Google organic
honda outboard repair 19.4 (May 28–Jun 3) 2.0 Map pack
johnson outboard repair 15.3 (May 28–Jun 3) 1.0 Map pack
evinrude outboard motor repair near me 11.3 (May 28–Jun 3) 1.6 Map pack
outboard motor repair 6.3 (May 28–Jun 3) 1.9 Map pack

The first four weeks in detail, on the six commercial keywords first reported: the average Google position moved from 8.0 on August 1, 2026 to 2.5 on August 27, 2026. The starting value shown is the original set average.

Keyword Monthly searches 1 August 2026 27 August 2026 Page that ranks
outboard mechanic 590 8 (set average) 3 Fort Lauderdale boat repair page
mobile outboard mechanic 140 8 (set average) 2 mobile marine mechanic page
outboard engine repair 100 8 (set average) 2 Fort Lauderdale boat repair page
small outboard motor repair near me 210 8 (set average) 2 Fort Lauderdale boat repair page
outboard boat repair near me 40 8 (set average) 3 Fort Lauderdale boat repair page
outboard mechanic near me 20 8 (set average) 3 Fort Lauderdale boat repair page

A bathtub reglazing business in Southern California

The business needed a clearer commercial presentation across its core refinishing offer and related services. Rank Intelligence Engine connected the assessment to improvements in how those services were represented on the website.

Distance matters here too. The business is based in Simi Valley, about 41 miles by road from Los Angeles and outside the service area its tracked keywords target, and it has no Google Business Profile in that area, so a map-pack result was never available to it. Every position below was earned in Google’s organic results alone, for city-named searches, from an address well outside that city: the result local competitors with an in-city address find hardest to beat.

GOOGLE ORGANIC · 4 TRACKED COMMERCIAL KEYWORDS

Average Google position

5.0Feb 1, 20261.75Aug 27, 2026

Lower is better. All four keywords finished in the top three, two of them first; thirteen keywords sat in the top five on August 27.

Reported snapshots · same four keywords

MAP PACK · NOT AVAILABLE TO THIS CLIENT

No Google Business Profile

No GBPclient is about 41 miles by road from the target keyword service area

With no profile in the area, no map-pack position was possible. The organic results on the left were earned without any map-pack support.

Organic results only

For the same four tracked commercial keywords, the reported average Google position moved from 5.0 on February 1, 2026 to 1.75 on August 27, 2026. The starting value shown for each row below is the original set average, not a separately recorded starting position for that individual keyword.

Keyword Monthly searches 1 February 2026 27 August 2026 Page that ranks
reglazing tub and tile 590 5 (set average) 1 homepage
tile reglazing company 50 5 (set average) 1 homepage
tub tile reglazing 480 5 (set average) 2 homepage
reglazing bathroom tile near me 20 5 (set average) 3 homepage

The case record also reports thirteen keywords in the top five on August 27, with additional examples shown below.

Keyword Monthly searches 27 August 2026 Page that ranks
reglaze tub and tile 590 1 homepage
tub glazer 880 4 homepage
bathtub and tile refinishing 480 4 homepage
refinish tub and tile 480 5 homepage
reglazing countertops 140 4 countertop refinishing page
counter reglazing 140 5 countertop refinishing page
reglaze tile countertops 70 4 countertop refinishing page
senior access conversions new term 1 senior access page

A special education law firm serving families across California

A two-office firm whose clients are families anywhere in the state, which means the searches that matter are statewide: parents in cities the firm has no office in, asking Google for an IEP or 504-plan lawyer. This record tracks the firm’s organic positions statewide across California, not from its own cities, and its map-pack positions in its home market.

Scope matters here. The organic figures below were measured for California as a whole. A first-page position measured statewide, for a firm with offices in two cities, is earned against every competitor in the state.

GOOGLE ORGANIC · 26 TERMS · MEASURED STATEWIDE ACROSS CALIFORNIA

Organic terms in the top three

1Sep 17–23, 202511Aug 27–Sep 2, 2026

One term averaged a statewide top-three position a year ago; eleven do now, six of them first, and terms in the top ten rose from 6 to 20 of 26. Average position 49.9 → 14.1.

Seven-day averages · same 26 terms

MAP PACK · 50 TRACKED TERMS · HOME MARKET

Terms in the visible 3-pack

9Jan 9–15, 202644Aug 29–Sep 4, 2026

Terms holding one of Google’s three visible map positions rose from 9 to 44 of 50; terms at first place from 6 to 16. Average map-pack position 18.6 → 3.2.

Seven-day averages · same 50 terms
Term Start of window End of window Surface
iep lawyer not in top 100 (Sep 2025) 1.3 Google organic, statewide
special education lawyer not in top 100 (Sep 2025) 2.4 Google organic, statewide
504 plan lawyer 30.3 (Sep 2025) 1.0 Google organic, statewide
california iep lawyer 6.9 (Sep 2025) 1.7 Google organic, statewide
california 504 plan attorney 31.6 (Jan 2026) 1.1 Map pack
iep lawyer 29.6 (Jan 2026) 1.6 Map pack
special education attorney 29.6 (Jan 2026) 1.6 Map pack
education law firms 29.6 (Jan 2026) 1.4 Map pack

A wellness spa in Montana

A day spa and wellness center in a small valley town, competing for massage, spa and treatment searches against the larger city up the road. Tracking began in April 2026; the map pack softened through the spring, and the record below runs from that mid-June low point to the most recent week, with the organic window taken from late July.

MAP PACK · 85 TRACKED TERMS

Terms in the visible 3-pack

12Jun 8–14, 202636Aug 31–Sep 6, 2026

Terms holding one of Google’s three visible map positions tripled from 12 to 36 of 85; terms at first place rose from 5 to 10, and terms in the map pack’s top ten from 23 to 46.

Seven-day averages · same 85 terms

GOOGLE ORGANIC · 85 TRACKED TERMS

Organic terms at first place

2Jul 21–27, 202618Aug 25–31, 2026

Terms averaging first place in Google’s organic results rose from 2 to 18 in five weeks, and terms in the top three from 3 to 19; the spa held 14 first positions in the most recent week.

Seven-day averages · same 85 terms
Term Start of window End of window Surface
spa near me 29.7 (Jul 21–27) 1.0 Google organic
massage spa 58.1 (Jul 21–27) 1.0 Google organic
wellness day spa 29.6 (Jul 21–27) 1.0 Google organic
massage and spa near me 29.6 (Jul 21–27) 1.0 Google organic
lymphatic drainage massage 43.9 (Jun 8–14) 1.0 Map pack
wellness spa near me 29.9 (Jun 8–14) 1.0 Map pack
deep tissue massage 30.9 (Jun 8–14) 2.9 Map pack
body scrub spa 30.3 (Jun 8–14) 2.6 Map pack

What these records establish

These are Google ranking measurements from the daily tracking behind each engagement, reported with the business context, the dates, the tracked set and the surface measured, so the observations can be interpreted accurately. Where the numbers come from seven-day averages, the record says so; where an older record reports single-day snapshots, it says that instead. Map-pack figures count only the three positions Google shows in its map results. Rankings vary over time and by search conditions.

The records do not establish a measured increase in AI citations, qualified inquiries, sales, or return on investment, and they do not isolate the contribution of any single change. Where one surface improved and another did not, both are stated. Client identities remain private in these published summaries; a strategy conversation can cover which aspects of the work are relevant to your business and what evidence would be needed to assess your own engagement.

The capability behind the work

Rank Intelligence Engine is the agency’s complete proprietary system: 25 specialized analyses and implementation capabilities, directed by Phil Belleville’s SEO judgment dating to 1995, applied to one WordPress website at a time. The same four steps produced every record on this page: the market and the winners measured first, the site diagnosed against the competitors that already rank, the work ordered on evidence, and the changes installed, verified and tracked daily.

The purpose of an engagement is to make your website a stronger business asset. The written scope defines the work and the basis for reviewing it, while keeping observed results distinct from future expectations.