Auto Glass Repair

Luxury Vehicle Owner

Research: Forums, Message Boards

Dominant · Search Engine Appearances ρ=0.434

AI recommendation signal analysis across 450 domains for the Luxury Vehicle Owner persona in Auto Glass Repair.

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

Download this report (.xlsx)

450Domains Tracked

3.3MReddit Posts

3,175Wikipedia Articles

254KOpen Web Matches

Luxury Vehicle Owner_persona.report

DomainScore

f80.bimmerpost.com

1.0

ascentforums.com

0.4

facebook.com

0.2

Domains rankedn = 3

This is a shortened preview of the Auto Glass Repair report

Many tables and charts on this page show only the top few results; the full data behind them runs far deeper. The complete report unlocks every row, chart, and download for this industry.

Get the full Auto Glass Repair report →

About This Report

How to use this page

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

Use Case

Join the right communities

The forums and message boards that own this industry's discussion. Monitor them for pain points and participate where your customers already gather.

How It's Calculated

Where the numbers come from

We run forums, message boards 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: Forums, Message Boards

Domains appearing in Google results for Luxury Vehicle Owner's Research: Forums, Message Boards 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 Luxury Vehicle Owner's Research: Forums, Message Boards 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

Cracked windshield — get OEM glass?	https://www.broncosportforum.com/forum/threads/cracked-windshield-%E2%80%94-get-oem-glass.8437/	2	3	95	0	93
Opinions on non OEM “cheaper” windshields. Best/worst...	https://www.wranglerforum.com/threads/opinions-on-non-oem-%E2%80%9Ccheaper%E2%80%9D-windshields-best-worst-experience.2418354/	2	7	95	0	93
Confusion about 'true OEM' windshields?	https://www.bimmerforums.com/forum/showthread.php?2472993-Confusion-about-true-OEM-windshields	2	13	95	0	94

Phrase Frequency

Title N-Grams

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

2-grams

33	oem vs
26	vs aftermarket
25	windshield replacement
18	oem windshield
13	aftermarket windshield
10	oem glass
7	replacement oem
7	vs oem
6	oem or
6	cracked windshield
5	non oem
5	or aftermarket
5	glass oem
4	windshield glass
4	oem windshields
3	windshield bmw
3	for oem
3	windshield or
3	or oem
3	windshield repair
3	front windshield
2	bmw m3
2	is it
2	paying for
2	windshield vs

3-grams

25	oem vs aftermarket
11	vs aftermarket windshield
6	windshield replacement oem
5	replacement oem vs
3	oem windshield replacement
2	paying for oem
2	for oem windshield
2	vs aftermarket glass
2	aftermarket windshield replacement
2	vs oem windshield
2	oem windshield bmw
2	windshield bmw 3
2	bmw 3 series
2	replacement oem or
2	cracked windshield get
2	windshield get oem
2	get oem glass
2	oem windshield or
2	windshield or aftermarket
2	understanding oem vs
2	vs aftermarket mercedes
2	aftermarket mercedes windshields
2	opinions on non
2	on non oem
2	non oem cheaper

4-grams

11	oem vs aftermarket windshield
4	windshield replacement oem vs
3	replacement oem vs aftermarket
2	paying for oem windshield
2	vs aftermarket windshield replacement
2	oem windshield bmw 3
2	windshield bmw 3 series
2	windshield replacement oem or
2	cracked windshield get oem
2	windshield get oem glass
2	oem windshield or aftermarket
2	understanding oem vs aftermarket
2	oem vs aftermarket mercedes
2	vs aftermarket mercedes windshields
2	opinions on non oem
2	on non oem cheaper
2	non oem cheaper windshields
2	oem cheaper windshields best
2	cheaper windshields best worst
2	engineered glass oem archives
2	confusion about true oem
2	about true oem windshields
2	2016 newer windshield replacement
2	newer windshield replacement insist
2	windshield replacement insist on

5-grams

3	windshield replacement oem vs aftermarket
2	oem vs aftermarket windshield replacement
2	oem windshield bmw 3 series
2	cracked windshield get oem glass
2	understanding oem vs aftermarket mercedes
2	oem vs aftermarket mercedes windshields
2	opinions on non oem cheaper
2	on non oem cheaper windshields
2	non oem cheaper windshields best
2	oem cheaper windshields best worst
2	confusion about true oem windshields
2	2016 newer windshield replacement insist
2	newer windshield replacement insist on
2	windshield replacement insist on oem
2	replacement insist on oem glass
2	oem vs aftermarket windshield audiworld
2	vs aftermarket windshield audiworld forums
2	o e m vs factory
2	e m vs factory windshield
2	oem vs safelite wind shield
2	vs safelite wind shield dodge
2	safelite wind shield dodge challenger
2	wind shield dodge challenger forum
2	cracked windshield repair or replace
2	windshield repair or replace oem

6-grams

2	understanding oem vs aftermarket mercedes windshields
2	opinions on non oem cheaper windshields
2	on non oem cheaper windshields best
2	non oem cheaper windshields best worst
2	2016 newer windshield replacement insist on
2	newer windshield replacement insist on oem
2	windshield replacement insist on oem glass
2	oem vs aftermarket windshield audiworld forums
2	o e m vs factory windshield
2	oem vs safelite wind shield dodge
2	vs safelite wind shield dodge challenger
2	safelite wind shield dodge challenger forum
2	cracked windshield repair or replace oem
2	windshield repair or replace oem vs
2	repair or replace oem vs aftermarket
2	windshield replacement aftermarket or oem toyota
2	oem windshield with all the goodies
2	windshield with all the goodies from
2	with all the goodies from aftermarket
1	oem glass vs 3rd party windshield
1	glass vs 3rd party windshield bmw
1	vs 3rd party windshield bmw m3
1	3rd party windshield bmw m3 and
1	is it worth paying for oem
1	it worth paying for oem windshield

7-grams

2	opinions on non oem cheaper windshields best
2	on non oem cheaper windshields best worst
2	2016 newer windshield replacement insist on oem
2	newer windshield replacement insist on oem glass
2	oem vs safelite wind shield dodge challenger
2	vs safelite wind shield dodge challenger forum
2	cracked windshield repair or replace oem vs
2	windshield repair or replace oem vs aftermarket
2	oem windshield with all the goodies from
2	windshield with all the goodies from aftermarket
1	oem glass vs 3rd party windshield bmw
1	glass vs 3rd party windshield bmw m3
1	vs 3rd party windshield bmw m3 and
1	is it worth paying for oem windshield
1	it worth paying for oem windshield for
1	worth paying for oem windshield for subaru
1	automotive glass repair and replacement oem vs
1	oem vs aftermarket auto glass what car
1	vs aftermarket auto glass what car owners
1	aftermarket auto glass what car owners need
1	auto glass what car owners need to
1	oem vs aftermarket windshield replacement 2025 guide
1	windshield replacements for leased car oem or
1	replacements for leased car oem or oee
1	bmw oem windshield dealer says nla page