I want to get continuous structured data on emerging customer needs, pain points, and sentiment regarding insurance products and digital experiences from competitor review sites, social media platforms, and online forums.
Uncover emerging customer needs and sentiments on insurance — effortlessly automated insights from competitor reviews and social media.
A saved example of what you can collect and monitor with Jsonify. Create your own version in Jsonify.
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Goal
I want to get continuous structured data on emerging customer needs, pain points, and sentiment regarding insurance products and digital experiences from competitor review sites, social media platforms, and online forums.
Source coverage
- yelp.com
- trustpilot.com
- reddit.com
- quora.com
- twitter.com
- facebook.com
- linkedin.com
- g2.com
- capterra.com
- consumerreports.org
- insurance.com
- zillow.com
Sample data
Illustrative sample data from the original configuration, not live or verified results.
| id | Source | Platform | Date | Rating | Title | Text | Sentiment | RequestedAction | EstimatedMonthlyPremium | PolicyType |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | trustpilot.com | Trustpilot | 2026-02-02 | 2 | Hidden fees and slow claims | Premium looked competitive but claims took 8 weeks and they billed me for an "administration fee" I didn't agree to. Customer service was polite but unhelpful. | negative | Full refund of admin fee and faster claim resolution | $78.50 | Auto |
| 2 | reddit.com | 2026-02-03 | 4 | Decent coverage but app crashes | Haven't had to file a major claim yet. Coverage seems fine, but their mobile app logs me out constantly when I try to upload documents. | neutral | Fix mobile app authentication bugs | $92.00 | Homeowners | |
| 3 | yelp.com | Yelp | 2026-02-01 | 1 | Agent confusing and overpriced | Local agent quoted three different deductibles in one call. Final premium ended up much higher than the quote. Felt pushed into add-ons. | negative | Clearer quotes and training for agents | $150.00 | Life |
| 4 | twitter.com | 2026-02-04 | 5 | Quick digital sign-up | Signed up in 10 minutes through their website, no paper forms. Great UX and transparent pricing. | positive | Keep the streamlined digital process | $24.99 | Renter | |
| 5 | facebook.com | 2026-02-03 | 3 | Good price, limited coverage | Affordable premium but water backup isn't covered unless you add a rider. Should be clearer on policy page. | neutral | Add clearer policy summaries online | $36.75 | Condo | |
| 6 | g2.com | G2 | 2026-02-02 | 4 | Claims dashboard is useful | Their agent portal makes tracking claims easy for brokers. Missing bulk export for reporting though. | positive | Add CSV export for claims | $0.00 | Commercial |
| 7 | capterra.com | Capterra | 2026-02-01 | 2 | Integration gaps with agency CRM | Policy data syncs inconsistently with our CRM which causes double-entry and errors. Support ticket turnaround slow. | negative | API enhancements and faster support SLAs | $0.00 | Agency |
| 8 | consumerreports.org | Consumer Reports | 2026-02-03 | 3 | Average satisfaction among peers | Mixed results in reliability and claims satisfaction compared to market leaders. Prices competitive but service varies by region. | neutral | Standardize service levels nationally | $67.20 | Auto |
| 9 | insurance.com | Insurance.com | 2026-02-04 | 5 | Excellent bundling discounts | Bundled home and auto saved us 22% overall. Online quote tool accurate and fast. | positive | Promote bundle savings more prominently | $138.40 | Bundle |
| 10 | zillow.com | Zillow | 2026-02-02 | 2 | Escalating premiums for older homes | Quoted premiums spike for pre-1950 houses; felt discriminatory. Underwriting requests many photos. | negative | Reassess underwriting thresholds for older properties | $210.00 | Homeowners |
| 11 | trustpilot.com | Trustpilot | 2026-02-04 | 4 | Responsive online chat | Live chat solved my billing question in minutes. Would like a transcript email after the session. | positive | Email chat transcripts automatically | $44.00 | Health |
| 12 | reddit.com | 2026-02-02 | 1 | Denied claim over minor clause | Their claim denial hinged on a clause buried in paperwork. Felt deceptive and now appealing. | negative | Transparent claim rationale and quicker appeals | $29.50 | Pet | |
| 13 | twitter.com | 2026-02-03 | 3 | Auto-renew confusion | They auto-renewed at a higher rate despite me receiving a renewal reminder. Took multiple calls to correct. | neutral | Provide clear renewal comparison and opt-out link | $82.30 | Auto | |
| 14 | facebook.com | 2026-02-01 | 5 | Friendly local claims adjuster | Adjuster explained everything and arranged repairs quickly after storm damage. Great in-person support. | positive | Maintain local adjuster responsiveness | $125.00 | Homeowners | |
| 15 | g2.com | G2 | 2026-02-04 | 2 | Clunky policy admin UI | The dashboard is slow and unintuitive for managing endorsements. New hires struggle to learn it. | negative | Redesign UI and improve onboarding docs | $0.00 | Commercial |
| 16 | capterra.com | Capterra | 2026-02-03 | 4 | Solid automation features | Automation reduced manual quoting time by 40%. Need better error handling for edge cases. | positive | Enhance error logging and handling | $0.00 | Agency |
| 17 | consumerreports.org | Consumer Reports | 2026-02-04 | 1 | Poor disaster response | After recent floods many customers reported long delays and contractors unavailable. Coordination needs overhaul. | negative | Improve catastrophe response planning | $98.60 | Flood |
| 18 | insurance.com | Insurance.com | 2026-02-01 | 5 | Transparent ID theft add-on | ID theft protection explained clearly and priced reasonably as an add-on. Purchased at checkout without pressure. | positive | Offer bundled discount with identity protection | $6.99 | Identity |
| 19 | zillow.com | Zillow | 2026-02-04 | 4 | Helpful policy comparison tool | Comparison tool highlighted different coverage limits clearly; saved time during house hunt. | positive | Add sample claim scenarios to comparisons | $153.25 | Homeowners |
| 20 | trustpilot.com | Trustpilot | 2026-02-01 | 3 | Mixed feedback on premiums | Some customers get great rates while others report surprise increases at renewal. Needs consistent communication. | neutral | Clarify renewal pricing factors | $59.99 | Renter |
| 21 | reddit.com | 2026-02-04 | 5 | Great telematics discount | Installed their tracking device and got a 25% discount quickly. App shows driving tips too. | positive | Keep telematics incentives and expand privacy options | $48.75 | Auto | |
| 22 | twitter.com | 2026-02-02 | 2 | Robotic phone menu | Phone menu routes you in circles and long hold times. Bot couldn't escalate to a human. | negative | Improve call routing and human escalation | $71.00 | Health | |
| 23 | facebook.com | 2026-02-02 | 4 | Community outreach appreciated | Company donated to local relief after wildfire; customers appreciated proactive support. | positive | Continue local disaster donations | $110.00 | Homeowners | |
| 24 | g2.com | G2 | 2026-02-01 | 3 | Feature-rich but pricey | Lots of features for brokers but licensing costs are steep for small agencies. | neutral | Introduce a scaled pricing tier for small agencies | $0.00 | Agency |
| 25 | capterra.com | Capterra | 2026-02-04 | 1 | Data loss during migration | We lost a week of policy change logs during provider migration. Critical for audits—unacceptable. | negative | Data recovery and compensation for audit costs | $0.00 | Commercial |
| 26 | consumerreports.org | Consumer Reports | 2026-02-02 | 4 | Good value for seniors | Seniors rated this insurer highly for clear benefits and help with paperwork. Pricing is competitive in that cohort. | positive | Expand senior-focused guidance materials | $55.40 | Medicare Supplement |
| 27 | insurance.com | Insurance.com | 2026-02-03 | 2 | Misleading promo terms | Promotional 20% off excluded many customers due to small print. Felt bait-and-switch. | negative | Make promotional eligibility explicit up front | $64.99 | Auto |
| 28 | zillow.com | Zillow | 2026-02-01 | 5 | Fast quote for new homeowners | Instant quote tool provided a reasonable estimate while closing. Helpful for budgeting closing costs. | positive | Integrate quote with mortgage timelines | $189.00 | Homeowners |
Insights and analytics
- Total Customer Reviews Collected (metric)
- Sentiment Distribution on Insurance Products (donut)
- Top 5 Competitor Pain Points (bar)
- Emerging Customer Needs Over Time (line)
- Most Discussed Insurance Features (horizontal_bar)
- Customer Sentiment Trend (Last 6 Months) (area)
- Recent Reviews from Social Media (table)
- Top Concerns from Online Forums (table)
- Source Breakdown of Customer Feedback (pie)
- Key Observations on Customer Sentiment (insights)
- Average Rating of Competitors' Products (metric)
- Volume of Customer Feedback by Platform (line)
Change notifications
- Sentiment Shift Detected — Overall sentiment dropped by 15% reddit.com
- New Review Appears — New review posted on Trustpilot trustpilot.com
- Top Concern Updated — New concern identified in online forums quora.com
- Rating Change Detected — Average rating decreased to 3.2 stars facebook.com
- Emerging Trend Detected — Increased mentions of user-friendly apps twitter.com
Integrations and delivery
- api
- snowflake
- slack
Make this your own
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