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
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.
MAP PACK · 47 TRACKED TERMS
Terms holding a map-pack position
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.
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
Terms holding one of Google’s three visible map positions rose from 64 to 108 of 123 in five weeks.
MAP PACK · FIRST POSITION
Terms at #1 in the map pack
Terms averaging first place in the map pack rose from 8 to 75 over the same five weeks.
| 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
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.
MAP PACK · FIRST POSITION
Terms at #1 in the map pack
No term averaged first place in September 2025; 20 did in March 2026, and 17 in the most recent week.
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
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.
MAP PACK · 58 TRACKED TERMS · MEASURED 19 MILES FROM BASE
Terms at #1 in the map pack
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.
| 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
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.
MAP PACK · NOT AVAILABLE TO THIS CLIENT
No Google Business Profile
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.
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
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.
MAP PACK · 50 TRACKED TERMS · HOME MARKET
Terms in the visible 3-pack
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.
| 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
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.
GOOGLE ORGANIC · 85 TRACKED TERMS
Organic terms at first place
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.
| 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.