Auto Glass Repair

Budget Cash Driver

Research: Experts

Dominant · Search Engine Appearances ρ=0.441

AI recommendation signal analysis across 385 domains for the Budget Cash Driver persona in Auto Glass Repair.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.

Download this report (.xlsx)

385Domains Tracked

14.1MReddit Posts

13KWikipedia Articles

1.4MOpen Web Matches

Budget Cash Driver_persona.report

DomainScore

safelite.com

1.0

jodyswindshieldrepair.com

0.4

facebook.com

0.2

yelp.com

0.1

autoglassexpertsllc.com

0.1

Domains rankedn = 25

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About This Report

How to use this page

Persona view: this page is scoped to this persona's queries alone.

Use Case

Know the recognized voices

The people search treats as this industry's experts. Quote them, partner with them, pitch them, or study what earned them the position and build your own.

How It's Calculated

Where the numbers come from

We run experts queries for this industry through Google and aggregate every result: domains by rank-weighted score (higher positions count for more) and appearance count, exact URLs by appearance count, and the most common title phrases.

Overview

What's on this page

Domain and URL charts, the full result list, and title n-gram tables.

Research

Research: Experts

Domains appearing in Google results for Budget Cash Driver's Research: Experts queries. Score is a rank-weighted sum (higher-ranked appearances count for more); count is a plain appearance tally.

By Score

Top URLs

Individual pages (not just domains) ranked by the same rank-weighted score, labeled by page title.

By Appearance Count

All Results

Every result for Budget Cash Driver's Research: Experts queries, ranked by how many times each exact URL appeared (ties broken by average rank position, so appearing higher up wins), a different aggregation than the score-based charts above. Title and URL links open in a new tab.

Title	URL	Appearances	Domain PR	Domain HC	Host PR	Host HC

Lafayette's Top Auto Glass Repair - Auto Glass Experts LLC	https://www.autoglassexpertsllc.com/	2	0	0	0	0
Glass Doctor Auto of Greensboro	https://glassdoctor.com/greensboro-auto	2	19	95	16	94
4 Windshield Repair Technician Interview Questions and ...	https://himalayas.app/interview-questions/windshield-repair-technician	2	22	95	14	95
How DriveX Built their AI for Windshield Repair Decisions?	https://drivex.io/blog/interview-with-cto/	2	7	94	4	94
Windshield Experts (Fixing scratched / broken ...	https://www.team-bhp.com/forum/modifications-accessories/1908-windshield-experts-fixing-scratched-broken-windshields-windscreens-7.html	2	24	95	0	94
Pitstop Autoglass + Windshield Repair Service Center - San ...	https://pitstopautoglass.com/	2	6	93	7	92
Expert Windshield Repair Services	https://windshield-experts.com/	2	0	95	0	92
All Star Auto Glass Repair and Replacement \| Lincoln ...	https://allstarautoglass.net/	2	0	94	0	93
Affordable Windshield Repair Service Across the Country	https://www.tiktok.com/@renaldoquestelles/video/7530843724998249784	2	79	97	63	96
Schmidty's Auto Glass: Home	https://schmidtysautoglass.com/	2	0	94	0	93
Safelite: Windshield Repair & Replacement	https://www.safelite.com/	1	24	95	3	94
Windshield Repair Experts \| Virginia Beach, VA \| Jody Repair	https://www.jodyswindshieldrepair.com/	1	0	92	0	92
Affordable auto glass repair in Roanoke	https://www.facebook.com/groups/1115795212736192/posts/1725670698415304/	1	96	99	78	97
Low Price Auto Glass - Windshield Installation & Repair	https://www.yelp.com/biz/low-price-auto-glass-san-jose-2	1	67	97	45	95
Ocean Auto Glass Interview with owner Yudi Mandel quick ...	https://www.youtube.com/watch?v=1YxE5-yFlW8	1	91	99	75	97
Recommendation for windshield repair : r/Charlotte	https://www.reddit.com/r/Charlotte/comments/160afhz/recommendation_for_windshield_repair/	1	72	97	64	96
EZ-PZ Auto Glass: Windshield & Auto Glass Repair Experts in ...	https://ezpzautoglass.com/	1	0	94	0	93
How to handle a windshield repair	https://www.mackleyinsurance.com/how-to-handle-a-windshield-repair/	1	0	94	0	93
Windshield Repair Olympics: Interview with the Hamilton's	https://www.deltakits.com/wise-crack/479-windshield-repair-olympics-interview-with-the-hamilton-s/?srsltid=AfmBOoo5-evkLtl1iXq4fvGU6KQTKR2K98M96B_2OLo1pRFfPfd7CqHU	1	6	94	0	93
5 Important Glass Replacement Tips to Know	https://www.windshieldexperts.com/blog/5-glass-replacement-tips-everyone-should-know-about/	1	7	95	1	94
Temps are going ⬇️ which can make windshield cracks ...	https://www.instagram.com/reel/CIMH_iWMKCr/	1	93	99	81	97
6 common misconceptions about auto glass repairs and ...	https://www.usatoday.com/story/sponsor-story/safelite/2022/04/26/6-common-misconceptions-auto-glass-repairs-and-replacements/7381016001/	1	62	97	43	95
Tools, Safety & Growth in Auto Glass \| Michael McCarthy ...	https://podcasts.apple.com/ie/podcast/tools-safety-growth-in-auto-glass-michael-mccarthy/id1713643260?i=1000767292554	1	85	98	64	96
TO REPAIR or REPLACE you windshield? THAT is the ...	https://www.facebook.com/superglassinc/videos/to-repair-or-replace-you-windshield-that-is-the-question-but-it-wont-be-a-questi/2244442645802680/	1	96	99	78	97
AUTO GLASS EXPERTS SLO - Updated July 2026	https://www.yelp.com/biz/auto-glass-experts-slo-san-luis-obispo-6	1	67	97	45	95
Auto Glass & Windshield Repair in Charlotte Metro, NC	https://www.theautoglassexperts.com/	1	1	94	0	92
Windshield Surgeons - Auto Glass Experts You Can Trust	https://windshieldsurgeons.com/	1	1	94	3	92
The Brooklyn Park Windshield Experts \| Auto Glass Express	https://autoglassmn.com/brooklyn-park	1	1	94	0	94
Auto Glass Experts \| Gaithersburg Auto Glass Repair ...	https://www.autoglassaffordable.com/	1	0	93	0	93
Auto glass \| Hastings, NE	https://www.autoglassexpertsne.com/	1	0	94	0	93
Discount Auto Glass NH \| Mobile Windshield Replacement ...	https://www.discountautoglassnh.com/	1	-	-	-	-
San Antonio Auto Glass	https://saautoglass.net/	1	0	94	0	93
Mobile Windshield Replacement by Auto Glass Atlanta LLC	https://autoglass-atlanta.com/	1	2	94	0	92
Expert Glass: Auto Glass Repair in Jefferson City	https://www.expertglassofmidmo.com/	1	0	93	0	93
Low Price Auto Glass Repair and Replacement Service in ...	https://lowpriceautoglasshayward.com/	1	0	0	0	0
Auto Glass Repair & Replacement \| Platinum Auto Glass \| TX	https://www.platinumautoglassdfw.com/	1	1	94	0	93
Auto Glass / Windshield Replacement and Repair Experts!	https://www.kitsapvalueglass.com/autoglass	1	1	95	0	92
Windshield Replacement & Repair in Mobile, AL	https://www.autoglassnow.com/our-locations/mobile-57021/	1	12	95	1	94
Auto Glass Replacement & Repair \| Baltimore's Most Trusted ...	https://autoglassone.com/home	1	0	94	0	94
Roy's Auto Glass \| Windshield Repair in Dudley & Shrewsbury	https://roysautoglass.net/	1	0	94	0	91
When to Repair vs Replace Your Windshield: Expert Guide	https://www.autoglasswindshield.net/repair-vs-replace-windshield-expert-guide	1	1	93	1	92
Windshield Replacement Las Vegas - Lowest Pricing Since ...	https://swautoglasslv.com/	1	0	92	0	92
A-1 Auto Glass: Home Page	https://www.a-1autoglass.com/	1	8	95	0	93
Professional Auto Glass: Windshield Replacement & Repair ...	https://www.professionalautoglass.co/	1	1	94	0	93
Sonora's Low Cost Windshield Repair and Replacement Experts	https://www.lowcostwindshieldrepair.com/windshield-repair-and-replacement/sonora-ca	1	-	-	-	-
Affordable Auto Glass - Updated July 2026	https://www.yelp.com/biz/affordable-auto-glass-houston	1	67	97	45	95
Windshields Direct \| Expert Windshield Replacement & Repair ...	https://windshieldsdirect.com/	1	1	94	0	93
Windshield Replacement & Repair Grand Forks	https://www.rydellcars.com/auto-glass.html	1	8	94	0	92
NOVUS GLASS THE WINDSHIELD REPAIR EXPERTS & Design ...	https://ised-isde.canada.ca/cipo/trademark-search/1578775-00?lang=eng&wbdisable=true	1	59	97	39	95
Eagle Auto Glass \| Car Glass Repair \| Magnolia, TX	https://www.eagleautoglass.net/	1	0	93	0	92
Windshield Repair and Replacement \| South Burlington, VT ...	https://www.autoglass4lessus.com/	1	3	94	0	93
Windshield Repair in Brevard County, Florida	https://colemanglass.com/windshield-repair.html	1	0	92	0	94
Windshield Repair near Reddick, FL	https://www.jenkinskiaofocala.com/windshield-repair-near-reddick-fl.htm	1	1	94	0	4
Interview with Impact Auto Glass - The Danbury Review	https://www.thedanburyreview.com/home/interview-with-impact-auto-glass	1	0	94	1	93
Midway - Windshield Replacement & Rock Chip Repair	https://www.1stlineautoglass.com/midway-services	1	2	94	0	93
Chip's Auto Glass: Affordable Windshield Chip Repair and ...	https://chipsautoglass.com/	1	3	95	2	93
Auto Glass Repair Los Angeles Cost Guide	https://drautoglass.us/blogs/los-angeles/the-cost-of-auto-glass-repair-in-los-angeles-what-to-expectauto-glass-repair-los-angeles-cost-guide	1	0	94	0	93
Windshield Repair \| Trained Technicians \| Farmington Hills	https://www.windshieldandcollisionguy.com/windshield-repair-services	1	0	0	0	0
Tarzana Windshield Repair & Replacement \| auto glass repair	https://www.master-glass.com/losangeles/tarzana-windshield-repair-and-replacement/index.htm	1	0	94	0	0
1Low Price Auto Glass: Auto Glass Services \| San Jose, CA	https://www.lowpriceautoglasses.com/	1	0	0	0	93
Auto Glass Repair in New Orleans, LA \| $149 Windshield ...	https://neworleansautoglassservice.com/services/auto-glass-repair	1	0	92	0	92
Idaho Falls Windshield Repair \| Robinson Auto Glass Experts ...	https://www.robinsonautoglassexpert.com/	1	0	0	0	94
Residential Glass Commercial Glass, Auto Glass, Bothell, WA	https://glassexpertswa.com/	1	0	94	0	93
Auto Glass Repair \| Brooklyn, NY \| Auto Glass Best Prices	https://autoglassrepairshopnewyorkny.com/	1	0	94	3	92
Glass Repair \| Virginia Beach, VA \| Low Price Auto Glass	https://www.lowpriceautoglassva.com/	1	0	1	0	1
Same Day Auto Glass Repair & Replacement \| Baltimore	https://www.smithautoglass.com/	1	0	93	0	93
Englewood/Denver Auto & Home Glass \| Speedy Glass	https://speedyglass.com/location/denver-englewood/	1	3	94	4	93
Expert Windshield Replacement Phoenix \| Up to $200 Cash ...	https://www.expertautoglassrepair.com/	1	10	94	2	93
Paragon Auto Glass Repair & Installation - Auto Glass Experts	https://www.paragonautoglass.com/	1	0	93	0	92
Auto Glass Repair \| Racine, WI \| J & F Auto Glass	https://www.jandfautoglass.com/	1	0	93	0	93
Pure Auto Glass: Auto Glass Experts \| Front Range, CO	https://www.pureautoglassinc.com/	1	0	1	0	2
Windshield Replacement in missouri & illinois	https://martinglass.net/windshield-replacement/	1	1	94	3	93
Tri-County Auto Glass: Santa Barbara Car Glass Windshield ...	https://tricountyautoglass.com/	1	0	93	0	92
Elite Auto Glass \| Windshield Replacement, Repair & Installation	https://eliteautoglasswi.com/	1	0	91	0	90
Windshield Repair \| Superior Mobile Auto Glass \| Bend	https://www.mobileautoglassbend.com/	1	0	93	0	92
Windshield Repair & Auto Glass Experts Montgomery, AL	https://www.windshieldhub.com/alabama/montgomery	1	1	94	1	93
Home \| Anchorage Auto Glass \| Alaska's Premier Windshield ...	https://www.akautoglass.com/	1	0	94	0	93
Summit Auto Glass: Windshield Repair and Replacement Boise	https://www.summitautoglassllc.com/	1	0	94	0	93
Auto Glass Services \| Windshield Repair & Replacement	http://www.alldiscountautoglass.com/services/	1	0	93	0	0
Auto Glass Windshield Repair	https://www.affordableautoworksnc.com/auto-glass-windshield-repair.html	1	5	93	5	4
Pines Auto Glass - Your Trusted Auto Glass Experts in ...	https://www.pinesautoglass.com/	1	0	94	0	92
Windshield Replacement Pittsburgh \| Auto Glass Experts	https://xtremeautoglassprospittsburgh.com/glass-services/windshield-replacement/	1	0	93	0	92
Automotive Glass Experts (AGE)	https://automotiveglassexperts.com/	1	3	94	3	93
Windshield Repair Interview Questions & Answers	https://www.indeed.com/cmp/Windshield-Repair/interviews	1	60	97	32	95
auto glass replacement done right in madison, wi.	https://www.autoglass-pro.com/	1	0	0	0	93
Windshield Repair Service \| Germain Toyota of Columbus	https://www.germaintoyota.net/windshield-repair/	1	4	94	0	93
Auto Glass Specialists: Windshield Replacement & Auto Glass ...	https://autoglassspecialistsma.com/	1	4	93	4	93
Caliber Auto Glass Repair Services	https://www.caliber.com/services/auto-glass	1	22	95	2	94

Phrase Frequency

Title N-Grams

Most common word phrases (2 to 7 words) across every result title for these queries.

2-grams

70	auto glass
32	windshield repair
20	glass repair
14	windshield replacement
12	glass experts
10	glass windshield
7	repair in
7	repair and
6	and replacement
6	replacement repair
5	repair replacement
5	repair service
4	repair experts
4	price auto
4	expert windshield
4	glass auto
4	s auto
3	low price
3	interview with
3	for windshield
3	repair auto
3	interview questions
3	glass replacement
3	windshield experts
3	repair services

3-grams

18	auto glass repair
11	auto glass experts
9	auto glass windshield
6	repair and replacement
5	windshield repair service
5	windshield replacement repair
4	price auto glass
4	glass windshield repair
4	glass auto glass
4	s auto glass
3	windshield repair replacement
3	glass repair in
3	low price auto
3	for windshield repair
3	repair auto glass
3	glass repair and
3	windshield repair in
3	glass windshield replacement
3	auto glass home
3	windshield repair and
2	windshield repair experts
2	virginia beach va
2	affordable auto glass
2	lafayette s top
2	s top auto

4-grams

4	auto glass windshield repair
3	auto glass repair in
3	low price auto glass
3	repair auto glass experts
3	auto glass repair and
3	glass repair and replacement
3	auto glass windshield replacement
3	windshield repair and replacement
2	lafayette s top auto
2	s top auto glass
2	top auto glass repair
2	auto glass repair auto
2	glass repair auto glass
2	auto glass experts llc
2	glass doctor auto of
2	doctor auto of greensboro
2	how drivex built their
2	drivex built their ai
2	built their ai for
2	their ai for windshield
2	ai for windshield repair
2	for windshield repair decisions
2	4 windshield repair technician
2	windshield repair technician interview
2	repair technician interview questions

5-grams

3	auto glass repair and replacement
2	lafayette s top auto glass
2	s top auto glass repair
2	top auto glass repair auto
2	auto glass repair auto glass
2	glass repair auto glass experts
2	repair auto glass experts llc
2	glass doctor auto of greensboro
2	how drivex built their ai
2	drivex built their ai for
2	built their ai for windshield
2	their ai for windshield repair
2	ai for windshield repair decisions
2	4 windshield repair technician interview
2	windshield repair technician interview questions
2	repair technician interview questions and
2	pitstop autoglass windshield repair service
2	autoglass windshield repair service center
2	windshield repair service center san
2	windshield experts fixing scratched broken
2	all star auto glass repair
2	star auto glass repair and
2	glass repair and replacement lincoln
2	affordable windshield repair service across
2	windshield repair service across the

6-grams

2	lafayette s top auto glass repair
2	s top auto glass repair auto
2	top auto glass repair auto glass
2	auto glass repair auto glass experts
2	glass repair auto glass experts llc
2	how drivex built their ai for
2	drivex built their ai for windshield
2	built their ai for windshield repair
2	their ai for windshield repair decisions
2	4 windshield repair technician interview questions
2	windshield repair technician interview questions and
2	pitstop autoglass windshield repair service center
2	autoglass windshield repair service center san
2	all star auto glass repair and
2	star auto glass repair and replacement
2	auto glass repair and replacement lincoln
2	affordable windshield repair service across the
2	windshield repair service across the country
1	windshield repair experts virginia beach va
1	repair experts virginia beach va jody
1	experts virginia beach va jody repair
1	affordable auto glass repair in roanoke
1	low price auto glass windshield installation
1	price auto glass windshield installation repair
1	ocean auto glass interview with owner

7-grams

2	lafayette s top auto glass repair auto
2	s top auto glass repair auto glass
2	top auto glass repair auto glass experts
2	auto glass repair auto glass experts llc
2	how drivex built their ai for windshield
2	drivex built their ai for windshield repair
2	built their ai for windshield repair decisions
2	4 windshield repair technician interview questions and
2	pitstop autoglass windshield repair service center san
2	all star auto glass repair and replacement
2	star auto glass repair and replacement lincoln
2	affordable windshield repair service across the country
1	windshield repair experts virginia beach va jody
1	repair experts virginia beach va jody repair
1	low price auto glass windshield installation repair
1	ocean auto glass interview with owner yudi
1	auto glass interview with owner yudi mandel
1	glass interview with owner yudi mandel quick
1	ez pz auto glass windshield auto glass
1	pz auto glass windshield auto glass repair
1	auto glass windshield auto glass repair experts
1	glass windshield auto glass repair experts in
1	windshield repair olympics interview with the hamilton
1	repair olympics interview with the hamilton s
1	5 important glass replacement tips to know