OA9 OppAlerts AI Search Visibility & Ranking Factors
oppalerts.com →
Auto Glass Repair

Insurance Led Commuter

Research: Forums, Message Boards
Dominant · Wikidata ρ=0.580

AI recommendation signal analysis across 373 domains for the Insurance Led Commuter persona in Auto Glass Repair.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
Download this report (.xlsx)
373Domains Tracked
3.2MReddit Posts
4,524Wikipedia Articles
443KOpen Web Matches
Insurance Led Commuter_persona.report
DomainScore
facebook.com
1.0
countryfinancial.com
0.4
irv2.com
0.2
thehartford.com
0.1
bogleheads.org
0.1
Domains rankedn = 25
Want a custom AI visibility audit for Auto Glass Repair?

This report tracks how AI models and search engines recommend companies across 100 industries. If you want the same analysis run specifically against your own site and competitors, get in touch.

Get in touch →
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 Insurance Led Commuter'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 Insurance Led Commuter'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.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
Windshield: Repair or Replace?https://www.meemic.com/why-meemic/blog/claims-safety/windshield-repair-or-replace21295494
Does insurance go up after filing a claim for a replacement ...https://www.quora.com/Does-insurance-go-up-after-filing-a-claim-for-a-replacement-of-a-cracked-windshield258973295
Zero Cost Windshield Replacement? - Rivian Owners Forumhttps://www.rivianownersforum.com/threads/zero-cost-windshield-replacement.6717/2695092
Replace windshield or live with badly filled chip?https://www.mustang6g.com/forums/threads/replace-windshield-or-live-with-badly-filled-chip.222039/2795093
Insurance coverage for broken windshield and future rates.https://www.corvetteforum.com/forums/c3-general/4167813-insurance-coverage-for-broken-windshield-and-future-rates.html21795193
Leaking Windshield? Will Ins. replace it?https://forums.tdiclub.com/index.php?threads/leaking-windshield-will-ins-replace-it.162768/2--794
Windshield Cracked. - BMW 1 Series Coupe Forum ...https://www.1addicts.com/forums/showthread.php?t=68961521395094
Cracked windshield | Page 2https://www.mavericktruckclub.com/forum/threads/cracked-windshield.79225/page-22795093
Instant Windshield Replacement - Download & Verify Bonushttps://esiwb.gov.in/guides/instant-windshield-replacement-service-availability-pricing-factors-and-scheduling-expectations.html2495093
What's the current wisdom for windshield replacements?https://www.tdpri.com/threads/whats-the-current-wisdom-for-windshield-replacements.1132855/21696093
Options to repair or replace windshieldhttps://bobistheoilguy.com/forums/threads/options-to-repair-or-replace-windshield.386827/213951194
Advice on repairing a broken BMW windshield: dealer, or...https://www.bimmerfest.com/threads/advice-on-repairing-a-broken-bmw-windshield-dealer-or-insurance-mandated-external-shop.1460601/21395094
Comprehensive Auto Insurance Coverage for Windshield ...https://www.facebook.com/groups/565998359082567/posts/661640332851702/196997897
Does Car Insurance Cover Windshield Replacement?https://www.countryfinancial.com/en/planning/common-topics/insurance-coverage/does-car-insurance-cover-windshield-replacement.html12595594
Windshield insurance | iRV2 Forums an RV LIFE Communityhttps://www.irv2.com/threads/windshield-insurance.1914527/11695393
Does Insurance Cover a Cracked Windshield?https://www.thehartford.com/aarp/car-insurance/does-insurance-cover-cracked-windshield139961494
Auto Insurance - is Windshield Crack covered?https://www.bogleheads.org/forum/viewtopic.php?t=456806126951295
Does car insurance cover a cracked windshield?https://www.infarmbureau.com/inside-story/articles/does-car-insurance-cover-a-cracked-windshield11795093
Windshield Insurance: Yes or No?https://www.subaruoutback.org/threads/windshield-insurance-yes-or-no.568452/1795094
Windshield Repair - insurance or nothttps://forums.redflagdeals.com/windshield-repair-insurance-not-2441281/125961495
PSA: Never use Costco's windshield repair from insurancehttps://www.teamblind.com/post/psa-never-use-costcos-windshield-repair-from-insurance-8opauatr13196494
Windshield repair and replacement insurance coveragehttps://www.amfam.com/resources/articles/understanding-insurance/broken-windshield-claims13996694
Does car insurance cover windshield damage? 🤔 If it's just ...https://www.facebook.com/NJMInsurance/posts/does-car-insurance-cover-windshield-damage-if-its-just-a-small-crack-you-could-g/6903664986327092/196997897
How To Get A Cracked Or Chipped Windshield Repairedhttps://www.geico.com/living/how-to-get-a-cracked-or-chipped-windshield-repaired/137961094
Can You Repair a Cracked or Chipped Windshield?https://www.thegeneral.com/going-places/blog/car-and-driving-basics/can-you-repair-a-cracked-windshield/12396194
Does car insurance cover damage to auto glass?https://www.ace.aaa.com/insurance/advocacy/car-insurance-cover-auto-glass-damage.html15197994
Here's The Car Insurance You Need For Windshield Repairhttps://www.forbes.com/advisor/car-insurance/windshield-repair/168973295
Does Insurance Cover a Cracked Windshield?https://msainsurance.com/resources/does-insurance-cover-cracked-windshield124952294
When to Repair or Replace a Damaged Windshieldhttps://www.mapfreinsurance.com/blog/repair-replace-damaged-windshield/12595194
What insurance companies cover FACTORY OEM ...https://www.bronco6g.com/forum/threads/what-insurance-companies-cover-factory-oem-windshield-replacement.60117/1995094
Does insurance cover windshield replacement in Minnesota?https://www.facebook.com/AutoGlassProfessionalsMN/posts/does-insurance-cover-windshield-replacement-in-minnesotaif-youve-recently-discov/1681856447100937/196997897
How to deal with a chipped or cracked windshieldhttps://www.economical.com/en/blog/economical-blog/september-2017/how-to-deal-with-a-chipped-or-cracked-windshield12195194
Free Windshield Replacement Corpus Christi TXhttps://www.texanglass.com/free-windshield-replacement-corpus-christi-tx/1695092
Will My Insurance Cover Windshield Replacement?https://www.andymohrcollision.com/will-insurance-cover-windshield-replacement-indiana/1294093
Motorhome windshield damage & insurance - RV Forumhttps://www.rvforum.net/threads/motorhome-windshield-damage-insurance.896021/11195094
Windshield cracked, out of state, use insurance or go ...https://www.reddit.com/r/rav4club/comments/lf1zi2/windshield_cracked_out_of_state_use_insurance_or/172976496
Windshield insurance | Page 2https://www.jeepgladiatorforum.com/forum/threads/windshield-insurance.81311/page-21495093
18" windshield scratch - OEM or Safelite? Insurance or out ...https://forum.leasehackr.com/t/18-windshield-scratch-oem-or-safelite-insurance-or-out-of-pocket/47160411095494
Windshield Coveragehttps://teslamotorsclub.com/tmc/threads/windshield-coverage.353923/124951895
State Farm Insurance and Windshield Repairshttps://www.teslaownersonline.com/threads/state-farm-insurance-and-windshield-repairs.19166/11295695
Do you have windshield insurance?https://www.ascentforums.com/threads/do-you-have-windshield-insurance.20111/1295093
Need Suggestions - Windshield Repair/Replacementhttps://www.rivianforums.com/forum/threads/need-suggestions-windshield-repair-replacement.30815/1995094
Windshield claim from Insurance? Rate increase? Anyone ...http://forums.pelicanparts.com/porsche-911-technical-forum/281907-windshield-claim-insurance-rate-increase-anyone-experience.html11895994
Has anyone had dealer replace windshield and insurance ...https://www.bimmerforums.com/forum/showthread.php?1697149-Has-anyone-had-dealer-replace-windshield-and-insurance-cover-10011395094
Windshield Replacement with Insurancehttps://www.northcoastautoglass.com/windshield-replacement-cost-insurance/101093
Windshield and Insurance Claimhttps://www.clublexus.com/forums/is-2nd-gen-2006-2013/550589-windshield-and-insurance-claim.html11195094
Windshield lasted 449 mileshttps://www.landcruiserforum.com/threads/windshield-lasted-449-miles.4538/1395093
Windshield Repair Questions | Page 2https://www.jlwranglerforums.com/forum/threads/windshield-repair-questions.155477/page-21995093
windshield replacement via insurancehttps://rennlist.com/forums/992/1504805-windshield-replacement-via-insurance.html118961195
OEM Windshield Vs Aftermarket Glass | Page 2https://www.ram-trx.com/threads/oem-windshield-vs-aftermarket-glass.25836/page-21094093
Cracked Windshield -BMW shop or Indy?https://x3.xbimmers.com/forums/showthread/1879708/cracked-windshield-bmw-shop-or-indy1995594
Broken Windshield | Page 2 - Forest River Forumshttps://www.forestriverforums.com/threads/broken-windshield.306432/page-21895093
Windshield Replacement With Safelite..... - 2Addicts | BMW ...https://www.2addicts.com/forums/showthread.php?t=18501081495093
pre-existing windshield with hail damagehttps://www.insurance-forums.com/community/threads/pre-existing-windshield-with-hail-damage.97448/1795994
Windshield Repair/Replacement Vendor Recs?https://www.fjcruiserforums.com/threads/windshield-repair-replacement-vendor-recs.120254/1895094
13 Things Car Insurance Coverage Includeshttps://samandashlaw.com/resources/13-surprising-things-nevada-car-insurance-coverage-includes-in-2026-that-you-probably-didnt-know-about/114951294
Windshield & Auto Glass Replacement Lafayette INhttps://www.rohrmanbodyshop.com/pages/services/glass-repair1093093
Does Car Insurance Cover Windshield Replacement?https://callallstar.com/es/insurance-options/1295493
Does Insurance Cover Windshield Replacement in Minnesota?https://agpmn.com/does-insurance-cover-windshield-replacement-in-minnesota/1193192
Does Car Insurance Cover a Cracked Windshield?https://www.getexoshield.com/blog/car-insurance-windshield-replacement?srsltid=AfmBOor_ucCJzHCe5EaQn8gPxlDMWjp2TgKmvqc-PMs7Mt54Ug7U47mg1694093
Glass and w​indshield claimshttps://icbc.com/claims/repair-replace/glass-windshield-claims131961394
Windshield Protection plan - Cybertruck not includedhttps://www.cybertruckownersclub.com/forum/threads/windshield-protection-plan-cybertruck-not-included.44244/12095094
Windshield Protection Planhttps://www.toyotanation.com/threads/windshield-protection-plan.1713908/11395094
Cracked windshield and Insurancehttps://www.tahoeyukonforum.com/threads/cracked-windshield-and-insurance.97659/1495093
Quality of Best Windshield Replacement in Vancouver, WA - Mobile ...https://mobileautoglassportland.com/windshield-replacement/quality-of-best-windshield-replacement-in-vancouver/1093092
Allstate only uses Safe-Lite for Windshield Replacementhttps://www.audizine.com/threads/allstate-only-uses-safe-lite-for-windshield-replacement.909885/11195094
9+ Toyota Tacoma Windshield Replacement Cost Savings!https://ftp.newportchamber.org/toyota-tacoma-windshield-replacement-cost/1895092
If you have comprehensive insurance coverage, a windshield ...https://www.instagram.com/p/CrbS5w2hb63/193998197
Chip in car windshield - Talk of The Villages Floridahttps://www.talkofthevillages.com/forums/contractors-services-91/chip-car-windshield-310755/1795193
Would you use insurance to repair/replace windshield on ...https://texags.com/forums/46/topics/3378694115951095
Safelite Windshield Repair - Not so great? See results.https://mbworld.org/forums/e-class-w212/573019-safelite-windshield-repair-not-so-great-see-results.html11395895
Trusted & Friendly Windshield Services in St. Paulhttps://autoglassmn.com/st-paul1194094
I got a crack in the windshieldhttps://www.hyundai-forums.com/threads/i-got-a-crack-in-the-windshield.591321/1795094
Windshield- Protection - Toyota 4Runner Forumhttps://www.4runners.com/threads/windshield-protection.22608/1495093
Windshield repair - ALREADY!https://www.ranger6g.com/forum/threads/windshield-repair-already.18137/119500
Hood/Windshield Rock Chips & Insurance Claimhttps://www.e90post.com/forums/showthread.php?t=159929911195094
Do I Have Coverage for a Shattered Windshield?https://www.farmers.com/learn/insurance-questions/is-my-broken-car-window-covered/13696794
windshield replaced with insurancehttps://www.teslaownersonline.com/threads/windshield-replaced-with-insurance.36391/11295695
Windshield Replacement--State Farm Editionhttps://rtr-pca.org/forum/showthread.php?tid=42361094093
replace or repair windshield?https://www.stingrayforums.com/threads/replace-or-repair-windshield.21778/1294092
Insurance Deductible re: Windshieldhttps://www.landcruiserforum.com/threads/insurance-deductible-re-windshield.7463/1395093
Customer claims I cracked her windshield... | Page 4https://autogeekonline.net/threads/customer-claims-i-cracked-her-windshield.120798/page-4111951094
Replace Windshield - anyone have success negotiating ...https://teslamotorsclub.com/tmc/threads/replace-windshield-anyone-have-success-negotiating-with-insurance.89514/124951895
Cracked windshield with Adaptive Cruise - Nissan Forumhttps://forums.nicoclub.com/cracked-windshield-with-adaptive-cruise-t439355.html1--794
Broken windshield | The RV Forum an RV LIFE Communityhttps://www.rvforum.net/threads/broken-windshield.810022/11195094
Cracked windshieldhttps://www.ferrarichat.com/forum/threads/cracked-windshield.490237/11495394
Windshield Questionhttps://www.benzworld.org/threads/windshield-question.2017857/11996994
87 resultsAll results shown
Phrase Frequency

Title N-Grams

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

2-grams

17windshield replacement
11insurance cover
11cracked windshield
11windshield repair
8car insurance
7replace windshield
6insurance coverage
6does car
6cover windshield
6does insurance
6a cracked
6page 2
5for windshield
5repair or
5or replace
5windshield and
4coverage for
4windshield insurance
4cover a
4to repair
4broken windshield
4windshield page
3insurance or
3s the
3replacement in

3-grams

6does car insurance
6car insurance cover
6insurance cover windshield
5cover windshield replacement
5repair or replace
4does insurance cover
4insurance cover a
4cover a cracked
4a cracked windshield
3insurance coverage for
3to repair or
3windshield replacement in
3windshield and insurance
3windshield page 2
2an rv life
2rv life community
2windshield repair or
2a cracked or
2cracked or chipped
2or chipped windshield
2replacement in minnesota
2windshield repair replacement
2coverage for broken
2for broken windshield
2broken windshield and

4-grams

6does car insurance cover
5insurance cover windshield replacement
4insurance cover a cracked
4cover a cracked windshield
3car insurance cover windshield
3to repair or replace
2an rv life community
2does insurance cover a
2car insurance cover a
2windshield repair or replace
2a cracked or chipped
2cracked or chipped windshield
2does insurance cover windshield
2cover windshield replacement in
2windshield replacement in minnesota
2insurance coverage for broken
2coverage for broken windshield
2for broken windshield and
2broken windshield and future
2windshield and future rates
2does insurance go up
2insurance go up after
2go up after filing
2up after filing a
2after filing a claim

5-grams

4insurance cover a cracked windshield
3does car insurance cover windshield
2car insurance cover windshield replacement
2does insurance cover a cracked
2does car insurance cover a
2car insurance cover a cracked
2a cracked or chipped windshield
2does insurance cover windshield replacement
2insurance cover windshield replacement in
2cover windshield replacement in minnesota
2insurance coverage for broken windshield
2coverage for broken windshield and
2for broken windshield and future
2broken windshield and future rates
2does insurance go up after
2insurance go up after filing
2go up after filing a
2up after filing a claim
2after filing a claim for
2filing a claim for a
2a claim for a replacement
2zero cost windshield replacement rivian
2cost windshield replacement rivian owners
2windshield replacement rivian owners forum
2replace windshield or live with

6-grams

2does car insurance cover windshield replacement
2does insurance cover a cracked windshield
2does car insurance cover a cracked
2car insurance cover a cracked windshield
2does insurance cover windshield replacement in
2insurance cover windshield replacement in minnesota
2insurance coverage for broken windshield and
2coverage for broken windshield and future
2for broken windshield and future rates
2does insurance go up after filing
2insurance go up after filing a
2go up after filing a claim
2up after filing a claim for
2after filing a claim for a
2filing a claim for a replacement
2zero cost windshield replacement rivian owners
2cost windshield replacement rivian owners forum
2replace windshield or live with badly
2windshield or live with badly filled
2or live with badly filled chip
2leaking windshield will ins replace it
2windshield cracked bmw 1 series coupe
2cracked bmw 1 series coupe forum
2instant windshield replacement download verify bonus
2options to repair or replace windshield

7-grams

2does car insurance cover a cracked windshield
2does insurance cover windshield replacement in minnesota
2insurance coverage for broken windshield and future
2coverage for broken windshield and future rates
2does insurance go up after filing a
2insurance go up after filing a claim
2go up after filing a claim for
2up after filing a claim for a
2after filing a claim for a replacement
2zero cost windshield replacement rivian owners forum
2replace windshield or live with badly filled
2windshield or live with badly filled chip
2windshield cracked bmw 1 series coupe forum
2what s the current wisdom for windshield
2s the current wisdom for windshield replacements
2advice on repairing a broken bmw windshield
2on repairing a broken bmw windshield dealer
2repairing a broken bmw windshield dealer or
1windshield insurance irv2 forums an rv life
1insurance irv2 forums an rv life community
1psa never use costco s windshield repair
1never use costco s windshield repair from
1use costco s windshield repair from insurance
1does car insurance cover windshield damage if
1car insurance cover windshield damage if it