84/100
Confidence, freshness, citation, and capture completion
NRMA Insurance
Reputation intelligence operating system
Intelligence Core
A single evidence chain connecting live reality capture, AI perception, reputation relationships, prompt evaluation, and executive decisions.
The essential findings and next decisions. Open Analysis for the drivers, or Evidence to inspect the supporting records.
Analytical confidence
3/100
Higher means greater cross-model disagreement
61/100
Mechanisms, sources, review, and resolved outcomes
80%
12 of 15 intelligence domains populated
Highest-leverage decisions
| Priority | Finding | Status | Evidence | Recommended move |
|---|---|---|---|---|
| 0198 | Telematics & Usage-Based Insurance: Mixed AI framing on usage based insurance NRMA Insurance | Corroborated | Source attached | Amplify and cite this signal in renewal and acquisition messaging. |
| 0291 | Young & New Drivers: NRMA trails challengers on learner driver NRMA Insurance | Supported | Source attached | Publish authoritative content on young & new drivers and pitch canstar.com.au for inclusion. |
| 0384 | Member Trust & Brand Heritage: NRMA leads on NRMA membership NRMA Insurance | Corroborated | Source attached | Amplify and cite this signal in renewal and acquisition messaging. |
| 0481 | GPT-5 Mini hallucinated: stated NRMA does not cover EV battery damage — this is incorrect and damaging as EV adoption grows. Correction content needed. NRMA Insurance | Observed | Operational observation | Triage the alert and connect it to an owned action. |
| 0579 | Customer Service & Contact: NRMA trails challengers on customer service NRMA Insurance | Corroborated | Source attached | Publish authoritative content on customer service & contact and pitch productreview.com.au for inclusion. |
| 0677 | Comprehensive Car Insurance: NRMA trails challengers on market value NRMA Insurance | Supported | Source attached | Publish authoritative content on comprehensive car insurance and pitch canstar.com.au for inclusion. |
| 0768 | Adversarial narrative vulnerability assessment NRMA Insurance | Provisional | Source review needed | Publish a structured FAQ and schema-marked JSON-LD on nrma.com.au explicitly disambiguating NRMA Insurance (IAG) from NRMA Motoring (mutual), including ABN, AFSL, and brand usage rules—this directly inoculates LLM training against the top conflation threat. |
| 0866 | Roadside EV & Future Mobility: NRMA leads on mobile EV charging NRMA Insurance | Corroborated | Source attached | Amplify and cite this signal in renewal and acquisition messaging. |
GEO and competitive intelligence — Youi
Youi has a strong GEO foundation: established brand entities, solid schema usage, and public marketing pages that appear SSR-friendly for AI crawlers. Main gaps are the lack of llms.txt, unverified AI-specific robots directives, and limited evidence of deliberately curated citation-ready content for LLM retrieval.
Based on 295 loaded signals, not the full historical record. Priority is recorded severity, not proof of business impact. Expand any finding for its evidence and recommended action.
Review owned actionsPriority risks
Young & New Drivers: NRMA trails challengers on learner driverNRMA Insurance · critical · 7/29/2026, 4:37:51 AM
AI assistants reference canstar.com.au when discussing "Young & New Drivers". NRMA is omitted or framed unfavourably versus RAC Insurance.
On the theme of young & new drivers, NRMA's narrative position is negative.
Competitor substitution risk in AI answers
Publish authoritative content on young & new drivers and pitch canstar.com.au for inclusion.
"NRMA is widely regarded as NRMA for its claims record."
Source attribution does not establish claim accuracy. Any recorded confidence is an assessment, not independent verification.
Member Trust & Brand Heritage: NRMA leads on NRMA membershipNRMA Insurance · high · 9/9/2026, 4:37:51 AM
AI assistants reference news.com.au when discussing "Member Trust & Brand Heritage". NRMA is cited favourably versus Budget Direct.
On the theme of member trust & brand heritage, NRMA's narrative position is positive.
Reinforces NRMA narrative authority
Amplify and cite this signal in renewal and acquisition messaging.
"NRMA is widely regarded as RAC Insurance for roadside support."
Source attribution does not establish claim accuracy. Any recorded confidence is an assessment, not independent verification.
Adversarial narrative vulnerability assessmentNRMA Insurance · high · 9/7/2026, 2:04:18 AM
LLMs routinely conflate NRMA Insurance (IAG) with NRMA Motoring mutual, attributing roadside assistance policies or membership benefits to the insurance entity and vice versa. Temporal staleness causes models to cite outdated PDS terms, premium ranges, or coverage inclusions—especially for landlord insurance tenant-default options that change by state and year. Competitor substitution risk is high: queries about 'NRMA landlord insurance' may return AAMI or Suncorp product details since both sit under the IAG umbrella, blurring brand boundaries.
Model-generated threat assessment based on current scan context; scenarios are hypotheses, not observed incidents.
Prioritises entity disambiguation, policy freshness, jurisdictional qualification, and claims-language review.
Publish a structured FAQ and schema-marked JSON-LD on nrma.com.au explicitly disambiguating NRMA Insurance (IAG) from NRMA Motoring (mutual), including ABN, AFSL, and brand usage rules—this directly inoculates LLM training against the top conflation threat.
No supporting passage attached.
No usable source URL attached; this finding needs source review.
Source attribution does not establish claim accuracy. Any recorded confidence is an assessment, not independent verification.
Top 3 shown. Open the Evidence layer for all loaded findings.
Opportunities
Telematics & Usage-Based Insurance: Mixed AI framing on usage based insuranceNRMA Insurance · critical · 8/31/2026, 4:37:51 AM
AI assistants reference afr.com when discussing "Telematics & Usage-Based Insurance". NRMA is mentioned alongside competitors versus RAC Insurance.
On the theme of telematics & usage-based insurance, NRMA's narrative position is mixed.
Reinforces NRMA narrative authority
Amplify and cite this signal in renewal and acquisition messaging.
"NRMA is widely regarded as NRMA for roadside support."
Source attribution does not establish claim accuracy. Any recorded confidence is an assessment, not independent verification.
Directional 90-day narrative outlookNRMA Insurance · medium · 9/7/2026, 2:04:16 AM
The latest model-assisted forecast is stable with 52% stated model confidence.
Forecast is directional and depends on historical scan comparability; it is not an observed outcome.
Provides scenario planning context while preserving uncertainty.
Use only after checking the baseline series for comparable prompts, models, and products.
No supporting passage attached.
No usable source URL attached; this finding needs source review.
Source attribution does not establish claim accuracy. Any recorded confidence is an assessment, not independent verification.
Roadside EV & Future Mobility: NRMA leads on mobile EV chargingNRMA Insurance · medium · 9/1/2026, 4:37:51 AM
AI assistants reference productreview.com.au when discussing "Roadside EV & Future Mobility". NRMA is cited favourably versus RAC Insurance.
On the theme of roadside ev & future mobility, NRMA's narrative position is positive.
Reinforces NRMA narrative authority
Amplify and cite this signal in renewal and acquisition messaging.
"NRMA is widely regarded as NRMA for its claims record."
Source attribution does not establish claim accuracy. Any recorded confidence is an assessment, not independent verification.
Top 3 shown. Open the Evidence layer for all loaded findings.
Capture completion
—
0 of 0 loaded captures completed; not an accuracy score
AI mention rate
67%
500 observed answers
Tracked dimensions
61
32 themes · 29 personas
Evaluations
16
16 prompt tests recorded
Read the workspace as a decision brief
Start with the latest dated observations, then inspect the prompt, model and original answer behind any change. Scores describe the recorded research sample.
A high sentiment score is not a claims acceptance rate. New theme samples can move an average without showing a genuine time trend.
Prioritise a material customer question, inspect its sources, and assign a follow-up measurement.
Related research & model observations
Source statements and unreviewed answers are shown separately; no confidence percentage is inferred.
PUBLIC-SOURCE EXCERPT
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.
Collected 9/16/2026 · Claims Fairness & Fraud Protection
PUBLIC-SOURCE EXCERPT
Portable charging cord differs from fixed wall charger
NRMA states that a portable charging cord is covered as an accessory under Comprehensive Car Insurance, but a charging unit wired and affixed to a home wall is not covered by the car policy. Check the relevant home policy separately.
Read passage and limitations
NRMA states that a portable charging cord is covered as an accessory under Comprehensive Car Insurance, but a charging unit wired and affixed to a home wall is not covered by the car policy. Check the relevant home policy separately.
“your portable charge cord will be covered as an accessory to your vehicle”
Publisher statement, not a claim approval. Check applicable PDS terms, exclusions and effective dates.
Collected 9/16/2026 · Roadside EV & Future Mobility
PUBLIC-SOURCE EXCERPT
EVs use existing motor cover tiers
NRMA offers existing car insurance options for combustion, hybrid and electric vehicles; the page excludes Classic Car Insurance from its general EV options statement. Do not invent a separate EV-only policy.
Read passage and limitations
NRMA offers existing car insurance options for combustion, hybrid and electric vehicles; the page excludes Classic Car Insurance from its general EV options statement. Do not invent a separate EV-only policy.
“No, we don’t have separate policies for different types of electric or hybrid vehicles.”
Publisher statement, not a claim approval. Check applicable PDS terms, exclusions and effective dates.
Collected 9/16/2026 · Roadside EV & Future Mobility
PUBLIC-SOURCE EXCERPT
Hire-car cover depends on incident and tier
NRMA distinguishes standard Comprehensive optional hire-vehicle cover from Plus inclusions. Standard cover also describes transport for theft or qualifying not-at-fault accidents; inspect the conditions rather than asserting universal post-accident hire.
Read passage and limitations
NRMA distinguishes standard Comprehensive optional hire-vehicle cover from Plus inclusions. Standard cover also describes transport for theft or qualifying not-at-fault accidents; inspect the conditions rather than asserting universal post-accident hire.
“Option to add hire vehicle after an incident and excess-free glass cover”
Publisher statement, not a claim approval. Check applicable PDS terms, exclusions and effective dates.
Collected 9/16/2026 · Mobility After an Accident
Showing 4 of 27 matching records in the latest 500 workspace signals.