Themes are the building blocks of granular AI perception analysis. Instead of a single brand score, track how AI models perceive specific topics like pricing, support, or innovation.
32 Themes 1 Industries 29 Prompts
Select Brand Context
32
THEMES
75
AVG SENTIMENT
24
IMPROVING
1
DECLINING
0
CRITICAL
0
VULNERABLE
29
PROMPTS
Repair Network & Supplier Quality
Perceptions of NRMA repair quality, parts standards, assessor expertise, repair-network reach and post-repair confidence.
74/100
NRMA Insurance SENTIMENT
78%Prominence
35Vulnerability
improving
5Mentions
General InsuranceCar InsuranceHome InsuranceRoadside Assistance
"Across five models, NRMA Insurance is discussed on "Repair Network & Supplier Quality" with a mean sentiment of 74/100; the widest gap is 5 points between models."
Underinsurance & Sum Insured
Customer understanding of sum insured, rebuilding costs, contents valuation and the consequences of underinsurance.
83/100
NRMA Insurance SENTIMENT
76%Prominence
22Vulnerability
improving
5Mentions
General InsuranceCar InsuranceHome InsuranceRoadside Assistance
sum insuredunderinsurancerebuild costcontents valuecoverage limit
AI RESPONSE SAMPLE
"Across five models, NRMA Insurance is discussed on "Underinsurance & Sum Insured" with a mean sentiment of 83/100; the widest gap is 15 points between models."
Claims Fairness & Fraud Protection
Balance between prompt legitimate claims, proportionate fraud controls, transparent decisions and review pathways.
66/100
NRMA Insurance SENTIMENT
61%Prominence
42Vulnerability
stable
5Mentions
General InsuranceCar InsuranceHome InsuranceRoadside Assistance
"Across five models, NRMA Insurance is discussed on "Claims Fairness & Fraud Protection" with a mean sentiment of 66/100; the widest gap is 15 points between models."
Renewal Transparency & Loyalty
How clearly NRMA explains renewal movements, loyalty benefits, prior-year price comparisons and value retained over time.
68/100
NRMA Insurance SENTIMENT
66%Prominence
40Vulnerability
stable
5Mentions
General InsuranceCar InsuranceHome InsuranceRoadside Assistance
"Across five models, NRMA Insurance is discussed on "Renewal Transparency & Loyalty" with a mean sentiment of 68/100; the widest gap is 10 points between models."
Small Business Continuity
How NRMA helps sole traders and small businesses recover operations after property, liability or vehicle incidents.
70/100
NRMA Insurance SENTIMENT
77%Prominence
39Vulnerability
improving
5Mentions
General InsuranceCar InsuranceHome InsuranceRoadside Assistance
business continuitysole traderpublic liabilitycommercial vehiclebusiness interruption
AI RESPONSE SAMPLE
"Across five models, NRMA Insurance is discussed on "Small Business Continuity" with a mean sentiment of 70/100; the widest gap is 10 points between models."
Mobility After an Accident
Replacement vehicle, towing, roadside recovery and practical support that keeps members moving after an incident.
71/100
NRMA Insurance SENTIMENT
64%Prominence
30Vulnerability
improving
5Mentions
General InsuranceCar InsuranceHome InsuranceRoadside Assistance
hire carreplacement vehicletowingmobilityaccident support
AI RESPONSE SAMPLE
"Across five models, NRMA Insurance is discussed on "Mobility After an Accident" with a mean sentiment of 71/100; the widest gap is 9 points between models."
Regional Access & Service Reach
NRMA service availability, repair access and disaster response for regional, rural and remote customers.
79/100
NRMA Insurance SENTIMENT
79%Prominence
25Vulnerability
improving
5Mentions
General InsuranceCar InsuranceHome InsuranceRoadside Assistance
regional servicerural claimsremote roadsiderepair accessregional Australia
AI RESPONSE SAMPLE
"Across five models, NRMA Insurance is discussed on "Regional Access & Service Reach" with a mean sentiment of 79/100; the widest gap is 12 points between models."
Multi-Policy Household Value
The total value proposition for households combining motor, home, contents, roadside and other NRMA products.
85/100
NRMA Insurance SENTIMENT
81%Prominence
19Vulnerability
improving
5Mentions
General InsuranceCar InsuranceHome InsuranceRoadside Assistance
"Across five models, NRMA Insurance is discussed on "Multi-Policy Household Value" with a mean sentiment of 85/100; the widest gap is 11 points between models."
Customer Vulnerability & Accessibility
Support for customers experiencing hardship, disability, language barriers, disaster displacement or other vulnerability.
61/100
NRMA Insurance SENTIMENT
71%Prominence
47Vulnerability
stable
5Mentions
General InsuranceCar InsuranceHome InsuranceRoadside Assistance
financial hardshipaccessibilityvulnerable customerinterpreterinclusive service
AI RESPONSE SAMPLE
"Across five models, NRMA Insurance is discussed on "Customer Vulnerability & Accessibility" with a mean sentiment of 61/100; the widest gap is 9 points between models."
Insurance Literacy & Decision Confidence
Plain-English education that helps customers understand exclusions, excesses, cover choices and claims obligations.
73/100
NRMA Insurance SENTIMENT
78%Prominence
28Vulnerability
improving
5Mentions
General InsuranceCar InsuranceHome InsuranceRoadside Assistance
"Across five models, NRMA Insurance is discussed on "Insurance Literacy & Decision Confidence" with a mean sentiment of 73/100; the widest gap is 11 points between models."
Community, Safety & Advocacy
NRMA road-safety advocacy, community grants and not-for-profit heritage as a trust differentiator.
road safetycommunity grantsNRMA advocacynot for profitmember ownedsafety campaigns
AI RESPONSE SAMPLE
"Across five models, NRMA Insurance is discussed on "Community, Safety & Advocacy" with a mean sentiment of 81/100; the widest gap is 9 points between models."
Telematics & Usage-Based Insurance
Pay-as-you-drive and telematics narrative — does AI position NRMA as innovative or behind challengers?
telematics insurancepay as you driveusage based insuranceblack box insurancelow km discount
AI RESPONSE SAMPLE
"Across five models, NRMA Insurance is discussed on "Telematics & Usage-Based Insurance" with a mean sentiment of 68/100; the widest gap is 11 points between models."
Roadside EV & Future Mobility
EV-specific roadside (flat charge, mobile charging) and future-mobility readiness vs challengers.
EV roadsideflat battery EVmobile EV chargingelectric vehicle assistancefuture mobility
AI RESPONSE SAMPLE
"Across five models, NRMA Insurance is discussed on "Roadside EV & Future Mobility" with a mean sentiment of 68/100; the widest gap is 15 points between models."
Financial Strength & Trust (IAG)
NRMA Insurance / IAG financial strength, solvency and stability narrative for risk-aware buyers.
"Across five models, NRMA Insurance is discussed on "Financial Strength & Trust (IAG)" with a mean sentiment of 70/100; the widest gap is 15 points between models."
Customer Service & Contact
Call-centre quality, wait times, AU-based support and complaint handling reputation in AI answers.
customer servicecall centrewait timescomplaintsAU based supportAFCA complaints
AI RESPONSE SAMPLE
"Across five models, NRMA Insurance is discussed on "Customer Service & Contact" with a mean sentiment of 87/100; the widest gap is 16 points between models."
Bundling & Multi-Policy Discounts
Multi-policy bundle value (car + home + roadside) and how AI weighs NRMA loyalty discounts.
multi policy discountbundle car and homeloyalty discountcombine insuranceNRMA member discount
AI RESPONSE SAMPLE
"Across five models, NRMA Insurance is discussed on "Bundling & Multi-Policy Discounts" with a mean sentiment of 86/100; the widest gap is 9 points between models."
Young & New Drivers
AI guidance for P-platers and under-25 drivers — where NRMA sits against Youi and Budget Direct on young-driver pricing.
premium increasecost of living insuranceinsurance affordabilityrising premiumswhy is insurance so expensive
AI RESPONSE SAMPLE
"Across five models, NRMA Insurance is discussed on "Premium Affordability & Cost-of-Living" with a mean sentiment of 81/100; the widest gap is 8 points between models."
Flood & Catastrophe Resilience
How AI frames NRMA on flood cover, natural disaster response and resilience after NSW/QLD events.
"Across five models, NRMA Insurance is discussed on "Flood & Catastrophe Resilience" with a mean sentiment of 79/100; the widest gap is 15 points between models."
Landlord & Investment Property
Landlord insurance for NSW investment properties — loss of rent, tenant damage, AI comparison context.
landlord insuranceinvestment property coverloss of renttenant damagerental property insurance
AI RESPONSE SAMPLE
"Across five models, NRMA Insurance is discussed on "Landlord & Investment Property" with a mean sentiment of 84/100; the widest gap is 11 points between models."
Pet Insurance
Emerging NRMA pet cover positioning and whether AI surfaces it against PetSure-backed competitors.
third party propertyTPP insurancecheap car coverbudget insuranceminimum cover
AI RESPONSE SAMPLE
"Across five models, NRMA Insurance is discussed on "Third Party Property Insurance" with a mean sentiment of 55/100; the widest gap is 14 points between models."
Comprehensive Car Insurance
AI perception of NRMA comprehensive motor cover vs AAMI, Budget Direct, Allianz on inclusions, excess and agreed value.
comprehensive car insuranceagreed valuemarket valueexcesschoice of repairernew car replacement
AI RESPONSE SAMPLE
"Across five models, NRMA Insurance is discussed on "Comprehensive Car Insurance" with a mean sentiment of 71/100; the widest gap is 12 points between models."
Sustainability & ESG
AI perception of NRMA's environmental commitments, EV support, and ESG positioning
electric vehicle insuranceEV insurance NRMAsustainability insurancegreen insuranceNRMA ESGcarbon neutral
AI RESPONSE SAMPLE
"Across five models, NRMA Insurance is discussed on "Sustainability & ESG" with a mean sentiment of 82/100; the widest gap is 16 points between models."
CTP & Compulsory Insurance
NRMA CTP insurance positioning in NSW — greenslip market and regulatory context
CTP insurance NSWgreenslipcompulsory third partyMACA CTPcheapest greenslip NSW
AI RESPONSE SAMPLE
"Across five models, NRMA Insurance is discussed on "CTP & Compulsory Insurance" with a mean sentiment of 79/100; the widest gap is 6 points between models."
Member Trust & Brand Heritage
Long-term trust narrative built on 100 years of NRMA member service history
NRMA membershiptrusted insurerNRMA historyAustralia's most trustedinsurance heritagemember benefits
AI RESPONSE SAMPLE
"Across five models, NRMA Insurance is discussed on "Member Trust & Brand Heritage" with a mean sentiment of 63/100; the widest gap is 9 points between models."
Home Insurance
NRMA home and contents insurance positioning versus Allianz, AAMI, Budget Direct
"Across five models, NRMA Insurance is discussed on "Digital Experience & App" with a mean sentiment of 84/100; the widest gap is 15 points between models."
Roadside Assistance Leadership
AI perception of NRMA roadside assistance quality, coverage, and response times
"Across five models, NRMA Insurance is discussed on "Roadside Assistance Leadership" with a mean sentiment of 85/100; the widest gap is 9 points between models."
Price & Value Perception
AI narrative around NRMA pricing versus Budget Direct, AAMI, and digital challengers
car insurance pricecheapest insurance Australiavalue for moneypremium costinsurance comparisonsave on insurance
AI RESPONSE SAMPLE
"Across five models, NRMA Insurance is discussed on "Price & Value Perception" with a mean sentiment of 73/100; the widest gap is 10 points between models."
Claims Reliability & Satisfaction
How AI systems describe NRMA's claims handling reputation versus competitors
"Across five models, NRMA Insurance is discussed on "Claims Reliability & Satisfaction" with a mean sentiment of 78/100; the widest gap is 5 points between models."
Turn themes into answerable questions
Interpretation
A theme groups related buyer concerns. Compare evidence density, recurring qualifications and coverage across products before interpreting prominence.
Do not infer
Several excerpts from one publisher are not independent corroboration. Missing mentions are not evidence that a policy excludes a benefit.
Next useful step
Choose an under-supported theme and add a precise prompt plus the relevant policy passage.
Related research & model observations
Source statements and unreviewed answers are shown separately; no confidence percentage is inferred.
NRMA provides separate complaint-process links for NSW Green Slip, ACT MAI and South Australian CTP. Do not apply the general motor-property complaints pathway indiscriminately to injury schemes.
Read passage and limitations
NRMA provides separate complaint-process links for NSW Green Slip, ACT MAI and South Australian CTP. Do not apply the general motor-property complaints pathway indiscriminately to injury schemes.
“If your complaint is about CTP Insurance”
Publisher statement, not a claim approval. Check applicable PDS terms, exclusions and effective dates.
NRMA lists injuries to staff as outside Public Liability cover and distinguishes Workers Compensation. Public liability should not be presented as all-purpose business protection.
Read passage and limitations
NRMA lists injuries to staff as outside Public Liability cover and distinguishes Workers Compensation. Public liability should not be presented as all-purpose business protection.
“Injuries to your staff can be covered by Workers Compensation.”
Publisher statement, not a claim approval. Check applicable PDS terms, exclusions and effective dates.
Thirty days is an escalation reference, not a guarantee
NRMA’s page says customers may seek external review if a complaint remains unresolved after 30 days or they are unhappy with the decision. This describes escalation, not a guaranteed 30-day payment or resolution.
Read passage and limitations
NRMA’s page says customers may seek external review if a complaint remains unresolved after 30 days or they are unhappy with the decision. This describes escalation, not a guaranteed 30-day payment or resolution.
“If your complaint hasn’t been resolved after 30 days”
Publisher statement, not a claim approval. Check applicable PDS terms, exclusions and effective dates.
External review is distinct from internal complaint handling
NRMA outlines internal contact, Customer Relations and external review through AFCA. Eligibility and time limits apply; the page does not promise that a complaint will succeed.
Read passage and limitations
NRMA outlines internal contact, Customer Relations and external review through AFCA. Eligibility and time limits apply; the page does not promise that a complaint will succeed.
“AFCA provides fair and independent financial services complaint resolution that is free for customers.”
Publisher statement, not a claim approval. Check applicable PDS terms, exclusions and effective dates.