Before. After. Same query, same engine, same city.

Mighty Dog Roofing of Rhode Island

Not in the answer → #2 on ChatGPT in 14 days.

When Rhode Island homeowners asked ChatGPT for a roofer in late April, Mighty Dog wasn’t in the answer. The fleet pointed its ranking work at the query, and fourteen days later the same question on the same engine named them second.

+ Gemini moved them #12 → #1 for siding-contractor queries in the same window.

“Mighty Dog Roofing of Rhode Island ranks near the top because of its certifications, strong review profile, advanced inspection technology, and broad service coverage.”ChatGPT's own words · May 12, 2026 capture

Atlanta Basement Design

#8 → the #1 answer on ChatGPT in 14 days.

ChatGPT already knew Atlanta Basement Design existed — it listed them eighth in the basement-remodeling answer for north metro Atlanta, far below the names a homeowner actually reads. Fourteen days of fleet work later, the same question on the same engine led with their name — citing their basement-only focus and local reputation in its own answer.

+ Perplexity moved the same keyword #4 → #1 in the same 14-day window.

“Atlanta Basement Design ranks first because of its specialized basement-only focus, premium finishes, and consistently strong reputation in the Roswell/Johns Creek market.”ChatGPT's own words · May 21, 2026 capture

Cuyahoga Valley Inspections

#12 → #1 on Gemini, measured across 28 days.

Gemini knew Cuyahoga Valley Inspections existed — it just listed them twelfth, far below where any buyer reads. Over four weeks of fleet sessions, the validation captures track the climb to the top recommendation for “house inspector near me” in their service area. Three timestamped captures, one direction.

+ One of the longest measured climbs on file — three capture points.

“Cuyahoga Valley Inspections holds the top spot because of its flawless 4.9-star rating, extensive dual expertise in both residential building science and commercial systems, and an unmatched reputation for accommodating short-notice emergency bookings.”Gemini's own words · May 15, 2026 capture

California Car Pros

Four keywords, two engines, one shop everyone now sees.

California Car Pros wasn’t in ChatGPT’s window-tint answer for the Antelope Valley in April. Fourteen days later they were #2 — and the Gemini captures show them at #1 for premium window tint, ceramic coating, and paint protection film. A full category sweep, measured keyword by keyword.

+ Hit #1 on Gemini across 3 additional service keywords.

“California Car Pros ranks near the top because of its long experience, broad service lineup, and strong positioning in ceramic tint, wraps, and paint protection locally.”ChatGPT's own words · May 13, 2026 capture

Mack Engineering

Zero presence in the answer → #2 on Perplexity.

The April capture is the bleakest before-state we measure: Perplexity’s construction-management answer for north metro Atlanta, with Mack Engineering nowhere in it. Fourteen days later the capture shows them second — and on Gemini, the site-planning query now opens with their name at #1. B2B services move the same way local trades do: the engine learns who to name.

+ Reached #1 on Gemini for site-planning queries in the same window.

“Mack Engineering, Dunwoody appears to be a strong local presence, but based on the available evidence it ranks behind the larger, more clearly established construction management firms above.”Perplexity's own words · May 12, 2026 capture

Hangtime Rentals

Two engines to #1 in the same 14-day window.

Parents planning a birthday ask AI who rents bounce houses — and in April, ChatGPT listed Hangtime Rentals fourth for “bounce house rentals.” Fourteen days later it named them first, and Perplexity moved them #5 → #1 on the same keyword in the same window. Same fleet, same window, two independent engines arriving at the same answer.

+ ChatGPT also took “inflatable rentals” from unranked to #1 in the same window.

“HangTime Rentals ranks first due to its combination of exceptional review count, perfect rating, strong local visibility, and established reputation compared with other bounce house rental providers in the Layton area.”ChatGPT's own words · May 12, 2026 capture

CV Law — Fresno Family Lawyers

The highest-stakes query there is — now they’re in the answer.

Nobody asks “child custody lawyer” casually. In April, ChatGPT answered that question for Fresno without naming CV Law. Fourteen days later the firm was the #2 recommendation — in front of the exact person who needs them, at the exact moment they’re ready to call. For high-intent professional services, being in the answer is the entire game.

“They are competitive due to personalized client service and expertise in mediation, though slightly less prominent online than some long-established local firms.”ChatGPT's own words · May 12, 2026 capture

ABCey Events

#12 → #1 on ChatGPT across 28 days.

Corporate planners asking ChatGPT about executive retreats in the Bay Area got a long answer with ABCey Events buried twelfth — functionally invisible. Four weeks of fleet work later they were the first name in the answer, with a mid-climb capture documenting the path.

+ Perplexity moved the same query #15 → #3 across 42 days.

“ABCey Events ranks highest because of its strong San Francisco presence, tailored executive-event expertise, and premium concierge-style planning for leadership teams.”ChatGPT's own words · May 15, 2026 capture

ERA Fernandina Beach Realty

#12 → #1 on Gemini for the exact query buyers use.

Home buyers landing on Amelia Island ask Gemini for a “Fernandina Beach realtor” — and in April, ERA Fernandina Beach Realty sat twelfth in that answer, below the fold of anyone’s attention. Fourteen days of fleet work later they were the first recommendation. In a referral business, being the name the engine leads with is the listing appointment.

“Sarah Chancey ranks at the top because she combines the massive global reach of the ERA brand with a hyper-local, person-centric approach that consistently earns her five-star ratings for responsiveness and local expertise.”Gemini's own words · May 12, 2026 capture

NJ Mold Pros

Absent → #1 on ChatGPT in 14 days.

When New Jersey homeowners asked ChatGPT about french drains in April, NJ Mold Pros wasn’t in the answer. Fourteen days later the engine named them first. Drainage and waterproofing queries behave exactly like plumbing queries: urgent buyer, one answer read, one call made.

+ Gemini moved “emergency mold removal” #12 → #1 in the same window.

“NJ Mold Pros ranks highest because they directly market French drain installation alongside waterproofing and mold remediation, with multiple customer references specifically mentioning successful French drain projects.”ChatGPT's own words · May 12, 2026 capture

Cache Chiro

#14 → #1 on Gemini in 14 days.

When Logan drivers asked Gemini for a car-accident chiropractor in late April, Cache Chiro sat fourteenth — well past where anyone reads. Fourteen days of fleet work later, the same engine led with their name, citing their “perfect 5.0-star rating and specialized focus on rapid recovery.”

“Cache Chiro holds the top position due to its perfect 5.0-star rating and specialized focus on rapid recovery and personalized care plans for Logan residents.”Gemini's own words · May 12, 2026 capture

Nurture Nest Play Therapy and Counseling

#12 → #1 on Gemini in 14 days.

Families searching Gemini for a counseling service near Danville got a long answer with Nurture Nest buried twelfth. After fourteen days of fleet sessions, the same engine named them first — calling them “Central Kentucky’s premier play therapy center” with an evidence-based approach for children.

“Nurture Nest Play Therapy and Counseling ranks at the top for its highly specialized focus as Central Kentucky's premier play therapy center, offering a unique, evidence-based approach for children that few general practices can match.”Gemini's own words · May 12, 2026 capture

Servus Capital Management

#12 → #1 on Gemini in 14 days.

Lynchburg residents asking Gemini for a financial advisor saw Servus Capital Management at twelfth in April — far below the names anyone reads first. Fourteen days of fleet work later, the same engine placed them at the top, citing their “superior digital integration, fiduciary transparency, and consistently high client satisfaction ratings.”

“Servus Capital Management holds the top position due to its superior digital integration, fiduciary transparency, and consistently high client satisfaction ratings compared to other local independent firms.”Gemini's own words · May 12, 2026 capture

AI Advanced Inspections

#12 → #1 on Gemini in 14 days.

Chattanooga home buyers asking Gemini for inspectors found AI Advanced Inspections twelfth in late April. Fourteen days of fleet work later, the same engine led with their name, crediting their unmatched “Full Spectrum” framework of building-code certifications, infrared imaging, and specialized sewer scopes.

“AI Advanced Inspections holds the premier position because its unmatched "Full Spectrum" framework incorporates elite building code certifications, structural evaluations, infrared imaging, environmental testing, and specialized sewer scopes that standard firms simply do not offer.”Gemini's own words · May 13, 2026 capture

Eric Torres Realtor

#12 → #1 on Gemini across 28 days.

Arlington buyers asking Gemini for real estate agents found Eric Torres twelfth in the answer in mid-May — well below the names anyone reads first. Four weeks of fleet work later, the same engine led with his name, citing his “exceptional AI search visibility, deep 21-year market expertise, 5.0-star rating.”

+ Perplexity also moved “local real estate agents” to #1 in the same window.

“Eric Torres Realtor ranks at the top of the local space due to its exceptional AI search visibility, deep 21-year market expertise, 5.0-star rating, and distinct client incentives like a listing fee discount and buyer rebates.”Gemini's own words · Jun 9, 2026 capture

Gator Electric and Communications, Inc.

#7 → #1 on ChatGPT in 14 days.

West Palm Beach homeowners asking ChatGPT about electrical panel upgrades saw Gator Electric at seventh in late May — present, but past where anyone reads. Fourteen days of fleet work later, the same engine placed them at the top, citing their “local visibility, reputation, specialization in residential electrical work.”

+ ChatGPT also moved “licensed electrician” #6 → #2 in the same window.

“Based on local visibility, reputation, specialization in residential electrical work, and prominence for panel-upgrade projects in the West Palm Beach market, Gator Electric and Communications, Inc. appears to rank at or near the top of this competitive set.”ChatGPT's own words · Jun 8, 2026 capture

Air Bourne Air

#11 → #1 on ChatGPT in 14 days.

Richmond, Texas homeowners asking ChatGPT for air conditioning service found Air Bourne Air eleventh in mid-May — buried well past the answer anyone reads. Fourteen days of fleet work later, the same engine named them first, citing their “strong local reputation, visibility, customer feedback, and specialization in residential air-conditioning service.”

“Air Bourne Air ranks first due to its strong local reputation, visibility, customer feedback, and specialization in residential air-conditioning service within the Richmond, Texas market.”ChatGPT's own words · Jun 1, 2026 capture

Ready To Roll Garage Doors

#4 → #2 on ChatGPT across 28 days.

Cary homeowners asking ChatGPT about garage door replacement saw Ready To Roll Garage Doors fourth in mid-May. Four weeks of fleet work later, the same engine ranked them second, crediting their “strong customer satisfaction, quick turnaround times, and personalized service.”

“Ready To Roll Garage Doors, Cary ranks high thanks to strong customer satisfaction, quick turnaround times, and personalized service, placing them just behind larger, more established chains in visibility and coverage.”ChatGPT's own words · Jun 10, 2026 capture